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@article{DBLP:journals/anor/NaeemQFTE24,
author = {Muhammad Abubakr Naeem and
Fiza Qureshi and
Saqib Farid and
Aviral Kumar Tiwari and
Mohamed Elheddad},
title = {Time-frequency information transmission among financial markets: evidence
from implied volatility},
journal = {Ann. Oper. Res.},
volume = {334},
number = {1},
pages = {701--729},
year = {2024}
}
@article{DBLP:journals/ecr/SharmaTN24,
author = {Sudhi Sharma and
Aviral Kumar Tiwari and
Samia Nasreen},
title = {Are FinTech, Robotics, and Blockchain index funds providing diversification
opportunities with emerging markets?Lessons from pre and postoutbreak
of {COVID-19}},
journal = {Electron. Commer. Res.},
volume = {24},
number = {1},
pages = {341--370},
year = {2024}
}
@article{DBLP:journals/esl/Shrivastava24,
author = {Aviral Shrivastava},
title = {Editorial},
journal = {{IEEE} Embed. Syst. Lett.},
volume = {16},
number = {2},
pages = {81},
year = {2024}
}
@article{DBLP:journals/iotm/ShrivastavaKI24,
author = {Aviral Shrivastava and
Mohammad Khayatian and
Bob Iannucci},
title = {Design Methodology for Robust, Distributed Time-Sensitive Applications},
journal = {{IEEE} Internet Things Mag.},
volume = {7},
number = {1},
pages = {104--110},
year = {2024}
}
@article{DBLP:journals/tc/WillisSMDCB24,
author = {Benjamin R. Willis and
Aviral Shrivastava and
Joshua Mack and
Shail Dave and
Chaitali Chakrabarti and
John S. Brunhaver},
title = {Cyclebite: Extracting Task Graphs From Unstructured Compute-Programs},
journal = {{IEEE} Trans. Computers},
volume = {73},
number = {1},
pages = {221--234},
year = {2024}
}
@article{DBLP:journals/tdsc/DidehbanSGSL24,
author = {Moslem Didehban and
Hwisoo So and
Prudhvi Gali and
Aviral Shrivastava and
Kyoungwoo Lee},
title = {Generic Soft Error Data and Control Flow Error Detection by Instruction
Duplication},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {21},
number = {1},
pages = {78--92},
year = {2024}
}
@article{DBLP:journals/tiv/ParkAS24,
author = {Sanggu Park and
Edward Andert and
Aviral Shrivastava},
title = {Blame-Free Motion Planning in Hybrid Traffic},
journal = {{IEEE} Trans. Intell. Veh.},
volume = {9},
number = {1},
pages = {259--268},
year = {2024}
}
@article{DBLP:journals/tnsm/GuptaJIGS24,
author = {Prajjwal Gupta and
Aviral Jain and
Sumaiya Thaseen Ikram and
Thippa Reddy Gadekallu and
Gautam Srivastava},
title = {DAIDNet: {A} Lightweight Domain-Aware Architecture for Automated Detection
of Network Penetrations},
journal = {{IEEE} Trans. Netw. Serv. Manag.},
volume = {21},
number = {3},
pages = {2900--2908},
year = {2024}
}
@proceedings{DBLP:conf/lctrts/2024,
editor = {Aviral Shrivastava and
Yulei Sui},
title = {Proceedings of the 25th {ACM} {SIGPLAN/SIGBED} International Conference
on Languages, Compilers, and Tools for Embedded Systems, {LCTES} 2024,
Copenhagen, Denmark, 24 June 2024},
publisher = {{ACM}},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-02651,
author = {William Chen and
Oier Mees and
Aviral Kumar and
Sergey Levine},
title = {Vision-Language Models Provide Promptable Representations for Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2402.02651},
year = {2024}
}
@article{DBLP:journals/corr/abs-2402-19446,
author = {Yifei Zhou and
Andrea Zanette and
Jiayi Pan and
Sergey Levine and
Aviral Kumar},
title = {ArCHer: Training Language Model Agents via Hierarchical Multi-Turn
{RL}},
journal = {CoRR},
volume = {abs/2402.19446},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-03950,
author = {Jesse Farebrother and
Jordi Orbay and
Quan Vuong and
Adrien Ali Ta{\"{\i}}ga and
Yevgen Chebotar and
Ted Xiao and
Alex Irpan and
Sergey Levine and
Pablo Samuel Castro and
Aleksandra Faust and
Aviral Kumar and
Rishabh Agarwal},
title = {Stop Regressing: Training Value Functions via Classification for Scalable
Deep {RL}},
journal = {CoRR},
volume = {abs/2403.03950},
year = {2024}
}
@article{DBLP:journals/corr/abs-2403-05612,
author = {Katie Kang and
Eric Wallace and
Claire J. Tomlin and
Aviral Kumar and
Sergey Levine},
title = {Unfamiliar Finetuning Examples Control How Language Models Hallucinate},
journal = {CoRR},
volume = {abs/2403.05612},
year = {2024}
}
@article{DBLP:journals/corr/abs-2404-13530,
author = {Aviral Agrawal and
Carlos Mateo Samudio Lezcano and
Iqui Balam Heredia{-}Marin and
Prabhdeep Singh Sethi},
title = {Listen Then See: Video Alignment with Speaker Attention},
journal = {CoRR},
volume = {abs/2404.13530},
year = {2024}
}
@article{DBLP:journals/corr/abs-2404-14367,
author = {Fahim Tajwar and
Anikait Singh and
Archit Sharma and
Rafael Rafailov and
Jeff Schneider and
Tengyang Xie and
Stefano Ermon and
Chelsea Finn and
Aviral Kumar},
title = {Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy
Data},
journal = {CoRR},
volume = {abs/2404.14367},
year = {2024}
}
@article{DBLP:journals/corr/abs-2405-00198,
author = {Aviral Prakash and
Yongjie Jessica Zhang},
title = {Data-driven identification of stable differential operators using
constrained regression},
journal = {CoRR},
volume = {abs/2405.00198},
year = {2024}
}
@article{DBLP:journals/corr/abs-2405-16204,
author = {Phong Tran and
Egor Zakharov and
Long{-}Nhat Ho and
Liwen Hu and
Adilbek Karmanov and
Aviral Agarwal and
McLean Goldwhite and
Ariana Bermudez Venegas and
Anh Tuan Tran and
Hao Li},
title = {{VOODOO} {XP:} Expressive One-Shot Head Reenactment for {VR} Telepresence},
journal = {CoRR},
volume = {abs/2405.16204},
year = {2024}
}
@article{DBLP:journals/corr/abs-2406-00237,
author = {Ananya Jain and
Aviral Bhardwaj and
Kaushik Murali and
Isha Surani},
title = {A Comparative Study of CNN, ResNet, and Vision Transformers for Multi-Classification
of Chest Diseases},
journal = {CoRR},
volume = {abs/2406.00237},
year = {2024}
}
@article{DBLP:journals/corr/abs-2406-09329,
author = {Seohong Park and
Kevin Frans and
Sergey Levine and
Aviral Kumar},
title = {Is Value Learning Really the Main Bottleneck in Offline RL?},
journal = {CoRR},
volume = {abs/2406.09329},
year = {2024}
}
@article{DBLP:journals/corr/abs-2406-11896,
author = {Hao Bai and
Yifei Zhou and
Mert Cemri and
Jiayi Pan and
Alane Suhr and
Sergey Levine and
Aviral Kumar},
title = {DigiRL: Training In-The-Wild Device-Control Agents with Autonomous
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2406.11896},
year = {2024}
}
@article{DBLP:journals/corr/abs-2406-14532,
author = {Amrith Setlur and
Saurabh Garg and
Xinyang Geng and
Naman Garg and
Virginia Smith and
Aviral Kumar},
title = {{RL} on Incorrect Synthetic Data Scales the Efficiency of {LLM} Math
Reasoning by Eight-Fold},
journal = {CoRR},
volume = {abs/2406.14532},
year = {2024}
}
@article{DBLP:journals/dt/ShrivastavaH23,
author = {Aviral Shrivastava and
Xiaobo Sharon Hu},
title = {Report on the 2022 Embedded Systems Week {(ESWEEK)}},
journal = {{IEEE} Des. Test},
volume = {40},
number = {1},
pages = {108--111},
year = {2023}
}
@article{DBLP:journals/mam/MehrabianKSDA23,
author = {Mohammadreza Mehrabian and
Mohammad Khayatian and
Aviral Shrivastava and
Patricia Derler and
Hugo A. Andrade},
title = {A run-time verification method with consideration of uncertainties
for cyber-physical systems},
journal = {Microprocess. Microsystems},
volume = {101},
pages = {104890},
year = {2023}
}
@article{DBLP:journals/tecs/ShrivastavaC0023,
author = {Aviral Shrivastava and
Jian{-}Jia Chen and
Akash Kumar and
Anup Das},
title = {{ACM} {TECS} Special Issue on Embedded System Security Tutorials},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {22},
number = {3},
pages = {41:1--41:2},
year = {2023}
}
@article{DBLP:journals/tecs/SzetoASRLR23,
author = {Matthew Szeto and
Edward Andert and
Aviral Shrivastava and
Martin Reisslein and
Chung{-}Wei Lin and
Christ D. Richmond},
title = {{B-AWARE:} Blockage Aware {RSU} Scheduling for 5G Enabled Autonomous
Vehicles},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {22},
number = {5s},
pages = {154:1--154:23},
year = {2023}
}
@inproceedings{DBLP:conf/aaai/MadaanMNGKSB23,
author = {Nishtha Madaan and
Adithya Manjunatha and
Hrithik Nambiar and
Aviral Kumar Goel and
Harivansh Kumar and
Diptikalyan Saha and
Srikanta Bedathur},
title = {DetAIL: {A} Tool to Automatically Detect and Analyze Drift in Language},
booktitle = {{AAAI}},
pages = {15767--15773},
publisher = {{AAAI} Press},
year = {2023}
}
@inproceedings{DBLP:conf/acl/BhathenaJS23,
author = {Hanoz Bhathena and
Aviral Joshi and
Prateek Singh},
title = {An efficient method for Natural Language Querying on Structured Data},
booktitle = {{ACL} (industry)},
pages = {322--331},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/acl/SharmaJZMBSS23,
author = {Saket Sharma and
Aviral Joshi and
Yiyun Zhao and
Namrata Mukhija and
Hanoz Bhathena and
Prateek Singh and
Sashank Santhanam},
title = {When and how to paraphrase for named entity recognition?},
booktitle = {{ACL} {(1)}},
pages = {7052--7087},
publisher = {Association for Computational Linguistics},
year = {2023}
}
@inproceedings{DBLP:conf/asplos/DaveNS23,
author = {Shail Dave and
Tony Nowatzki and
Aviral Shrivastava},
title = {Explainable-DSE: An Agile and Explainable Exploration of Efficient
{HW/SW} Codesigns of Deep Learning Accelerators Using Bottleneck Analysis},
booktitle = {{ASPLOS} {(4)}},
pages = {87--107},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/corl/ChebotarVHXLIKY23,
author = {Yevgen Chebotar and
Quan Vuong and
Karol Hausman and
Fei Xia and
Yao Lu and
Alex Irpan and
Aviral Kumar and
Tianhe Yu and
Alexander Herzog and
Karl Pertsch and
Keerthana Gopalakrishnan and
Julian Ibarz and
Ofir Nachum and
Sumedh Anand Sontakke and
Grecia Salazar and
Huong T. Tran and
Jodilyn Peralta and
Clayton Tan and
Deeksha Manjunath and
Jaspiar Singh and
Brianna Zitkovich and
Tomas Jackson and
Kanishka Rao and
Chelsea Finn and
Sergey Levine},
title = {Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive
Q-Functions},
booktitle = {CoRL},
series = {Proceedings of Machine Learning Research},
volume = {229},
pages = {3909--3928},
publisher = {{PMLR}},
year = {2023}
}
@inproceedings{DBLP:conf/corl/LuoDWKGL23,
author = {Jianlan Luo and
Perry Dong and
Jeffrey Wu and
Aviral Kumar and
Xinyang Geng and
Sergey Levine},
title = {Action-Quantized Offline Reinforcement Learning for Robotic Skill
Learning},
booktitle = {CoRL},
series = {Proceedings of Machine Learning Research},
volume = {229},
pages = {1348--1361},
publisher = {{PMLR}},
year = {2023}
}
@inproceedings{DBLP:conf/date/RanjbarKGAJDSLSLWMCBK23,
author = {Behnaz Ranjbar and
Florian Klemme and
Paul R. Genssler and
Hussam Amrouch and
Jinhyo Jung and
Shail Dave and
Hwisoo So and
Kyongwoo Lee and
Aviral Shrivastava and
Ji{-}Yung Lin and
Pieter Weckx and
Subrat Mishra and
Francky Catthoor and
Dwaipayan Biswas and
Akash Kumar},
title = {Learning-Oriented Reliability Improvement of Computing Systems From
Transistor to Application Level},
booktitle = {{DATE}},
pages = {1--10},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/gecco/ChawlaC23,
author = {Aviral Chawla and
Nick Cheney},
title = {Neighbor-Hop Mutation for Genetic Algorithm in Influence Maximization},
booktitle = {{GECCO} Companion},
pages = {187--190},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/hotchips/GuoKMNLCAAABCFLPPSSTWYFPNPN23,
author = {Felicia Guo and
Nayiri Krzysztofowicz and
Alex Moreno and
Jeffrey Ni and
Daniel Lovell and
Yufeng Chi and
Kareem Ahmad and
Sherwin Afshar and
Josh Alexander and
Dylan Brater and
Cheng Cao and
Daniel Fan and
Ryan Lund and
Jackson Paddock and
Griffin Prechter and
Troy Sheldon and
Shreesha Sreedhara and
Anson Tsai and
Eric Wu and
Kerry Yu and
Daniel Fritchman and
Aviral Pandey and
Ali Niknejad and
Kristofer S. J. Pister and
Borivoje Nikolic},
title = {A Heterogeneous SoC for Bluetooth {LE} in 28nm},
booktitle = {{HCS}},
pages = {1--11},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/ic3i/SrivastavaSP23,
author = {Aviral Srivastava and
Priyansh Sanghavi and
Viral Parmar},
title = {Unveiling the Veil of Deception: An Insightful Journey into Adversarial
Attacks and Defence Mechanisms in Deep Learning Networks},
booktitle = {{IC3I}},
pages = {1104--1111},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/icccnt/SrivastavaJ23,
author = {Aviral Srivastava and
Usha Jain},
title = {Securing the Future of IoT: {A} Comprehensive Framework for Real-Time
Attack Detection and Mitigation in IoT Networks},
booktitle = {{ICCCNT}},
pages = {1--6},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/icimmi/GuptaAMMSK23,
author = {Rashmi Gupta and
Tushar Agarwal and
Aviral Mehlawat and
Deeksha Mathur and
Devendra Kumar Somwanshi and
Anil Kumar},
title = {{SMER:} {A} Novel Medical Entity Recognition Technique based on ScispaCy(BC5CDR)
and Med7},
booktitle = {{ICIMMI}},
pages = {119:1--119:6},
publisher = {{ACM}},
year = {2023}
}
@inproceedings{DBLP:conf/iclr/HongKL23,
author = {Joey Hong and
Aviral Kumar and
Sergey Levine},
title = {Confidence-Conditioned Value Functions for Offline Reinforcement Learning},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2023}
}
@inproceedings{DBLP:conf/iclr/KumarAGTL23,
author = {Aviral Kumar and
Rishabh Agarwal and
Xinyang Geng and
George Tucker and
Sergey Levine},
title = {Offline Q-learning on Diverse Multi-Task Data Both Scales And Generalizes},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2023}
}
@inproceedings{DBLP:conf/iclr/LiKKL23,
author = {Qiyang Li and
Aviral Kumar and
Ilya Kostrikov and
Sergey Levine},
title = {Efficient Deep Reinforcement Learning Requires Regulating Overfitting},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2023}
}
@inproceedings{DBLP:conf/ijcnn/ChhariaSN23,
author = {Aviral Chharia and
Runjhun Saran and
Apurva Narayan},
title = {cAPTured: Neural Reflex Arc-Inspired Fuzzy Continual Learning for
Capturing in Silico Aptamer-Target Protein Interactions},
booktitle = {{IJCNN}},
pages = {1--9},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/mlsys/HuZASSLZIJ23,
author = {Yi Hu and
Chaoran Zhang and
Edward Andert and
Harshul Singh and
Aviral Shrivastava and
James Laudon and
Yanqi Zhou and
Bob Iannucci and
Carlee Joe{-}Wong},
title = {GiPH: Generalizable Placement Learning for Adaptive Heterogeneous
Computing},
booktitle = {MLSys},
publisher = {mlsys.org},
year = {2023}
}
@inproceedings{DBLP:conf/nips/HongKKBSPLGA23,
author = {Zhang{-}Wei Hong and
Aviral Kumar and
Sathwik Karnik and
Abhishek Bhandwaldar and
Akash Srivastava and
Joni Pajarinen and
Romain Laroche and
Abhishek Gupta and
Pulkit Agrawal},
title = {Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced
Datasets},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/nips/NakamotoZSM0FKL23,
author = {Mitsuhiko Nakamoto and
Simon Zhai and
Anikait Singh and
Max Sobol Mark and
Yi Ma and
Chelsea Finn and
Aviral Kumar and
Sergey Levine},
title = {Cal-QL: Calibrated Offline {RL} Pre-Training for Efficient Online
Fine-Tuning},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/nips/SinghKVCL23,
author = {Anikait Singh and
Aviral Kumar and
Quan Vuong and
Yevgen Chebotar and
Sergey Levine},
title = {ReDS: Offline {RL} With Heteroskedastic Datasets via Support Constraints},
booktitle = {NeurIPS},
year = {2023}
}
@inproceedings{DBLP:conf/rss/KumarSENYFL23,
author = {Aviral Kumar and
Anikait Singh and
Frederik D. Ebert and
Mitsuhiko Nakamoto and
Yanlai Yang and
Chelsea Finn and
Sergey Levine},
title = {Pre-Training for Robots: Offline {RL} Enables Learning New Tasks in
a Handful of Trials},
booktitle = {Robotics: Science and Systems},
year = {2023}
}
@inproceedings{DBLP:conf/sin/SrivastavaPSR23,
author = {Aviral Srivastava and
Viral Parmar and
Priyansh Sanghavi and
Seema Rani},
title = {Digital Power Play: Unraveling the Evolution of State-Sponsored Cyber
Operations},
booktitle = {{SIN}},
pages = {1--6},
publisher = {{IEEE}},
year = {2023}
}
@inproceedings{DBLP:conf/tencon/JainASRJBSS23,
author = {Rochak Jain and
Naveed Anjum and
Samudrala Soujanya and
Harsha Rudramuniyappa and
Aviral Jain and
Ashutosh Bisht and
Ekant Sharma and
Prem Singh},
title = {{FPGA} Implementation of Rate Matching in 5G {NR} {PDSCH}},
booktitle = {{TENCON}},
pages = {1--6},
publisher = {{IEEE}},
year = {2023}
}
@article{DBLP:journals/corr/abs-2303-05479,
author = {Mitsuhiko Nakamoto and
Yuexiang Zhai and
Anikait Singh and
Max Sobol Mark and
Yi Ma and
Chelsea Finn and
Aviral Kumar and
Sergey Levine},
title = {Cal-QL: Calibrated Offline {RL} Pre-Training for Efficient Online
Fine-Tuning},
journal = {CoRR},
volume = {abs/2303.05479},
year = {2023}
}
@article{DBLP:journals/corr/abs-2304-10466,
author = {Qiyang Li and
Aviral Kumar and
Ilya Kostrikov and
Sergey Levine},
title = {Efficient Deep Reinforcement Learning Requires Regulating Overfitting},
journal = {CoRR},
volume = {abs/2304.10466},
year = {2023}
}
@article{DBLP:journals/corr/abs-2305-14562,
author = {Yi Hu and
Chaoran Zhang and
Edward Andert and
Harshul Singh and
Aviral Shrivastava and
James Laudon and
Yanqi Zhou and
Bob Iannucci and
Carlee Joe{-}Wong},
title = {GiPH: Generalizable Placement Learning for Adaptive Heterogeneous
Computing},
journal = {CoRR},
volume = {abs/2305.14562},
year = {2023}
}
@article{DBLP:journals/corr/abs-2309-10150,
author = {Yevgen Chebotar and
Quan Vuong and
Alex Irpan and
Karol Hausman and
Fei Xia and
Yao Lu and
Aviral Kumar and
Tianhe Yu and
Alexander Herzog and
Karl Pertsch and
Keerthana Gopalakrishnan and
Julian Ibarz and
Ofir Nachum and
Sumedh Sontakke and
Grecia Salazar and
Huong T. Tran and
Jodilyn Peralta and
Clayton Tan and
Deeksha Manjunath and
Jaspiar Singh and
Brianna Zitkovich and
Tomas Jackson and
Kanishka Rao and
Chelsea Finn and
Sergey Levine},
title = {Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive
Q-Functions},
journal = {CoRR},
volume = {abs/2309.10150},
year = {2023}
}
@article{DBLP:journals/corr/abs-2309-13041,
author = {Chethan Bhateja and
Derek Guo and
Dibya Ghosh and
Anikait Singh and
Manan Tomar and
Quan Vuong and
Yevgen Chebotar and
Sergey Levine and
Aviral Kumar},
title = {Robotic Offline {RL} from Internet Videos via Value-Function Pre-Training},
journal = {CoRR},
volume = {abs/2309.13041},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-04413,
author = {Zhang{-}Wei Hong and
Aviral Kumar and
Sathwik Karnik and
Abhishek Bhandwaldar and
Akash Srivastava and
Joni Pajarinen and
Romain Laroche and
Abhishek Gupta and
Pulkit Agrawal},
title = {Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced
Datasets},
journal = {CoRR},
volume = {abs/2310.04413},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-10056,
author = {Han Qi and
Xinyang Geng and
Stefano Rando and
Iku Ohama and
Aviral Kumar and
Sergey Levine},
title = {Latent Conservative Objective Models for Data-Driven Crystal Structure
Prediction},
journal = {CoRR},
volume = {abs/2310.10056},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-10639,
author = {Kevin Black and
Mitsuhiko Nakamoto and
Pranav Atreya and
Homer Walke and
Chelsea Finn and
Aviral Kumar and
Sergey Levine},
title = {Zero-Shot Robotic Manipulation with Pretrained Image-Editing Diffusion
Models},
journal = {CoRR},
volume = {abs/2310.10639},
year = {2023}
}
@article{DBLP:journals/corr/abs-2310-11731,
author = {Jianlan Luo and
Perry Dong and
Jeffrey Wu and
Aviral Kumar and
Xinyang Geng and
Sergey Levine},
title = {Action-Quantized Offline Reinforcement Learning for Robotic Skill
Learning},
journal = {CoRR},
volume = {abs/2310.11731},
year = {2023}
}
@article{DBLP:journals/corr/abs-2312-01655,
author = {Vinayak Sharma and
Aviral Shrivastava},
title = {Quantum Polar Metric Learning: Efficient Classically Learned Quantum
Embeddings},
journal = {CoRR},
volume = {abs/2312.01655},
year = {2023}
}
@article{DBLP:journals/corr/abs-2312-05463,
author = {Aviral Bhatnagar and
Himanshu Kharkwal and
Jaideep Srivastava},
title = {Do Socialization Restrictions Prevent Restaurants from Becoming Covid
Hotspots?},
journal = {CoRR},
volume = {abs/2312.05463},
year = {2023}
}
@article{DBLP:journals/corr/abs-2312-17270,
author = {Aviral Srivastava and
Dhyan Thakkar and
Sharda Valiveti and
Pooja Shah and
Gaurang Raval},
title = {Anticipated Network Surveillance - An extrapolated study to predict
cyber-attacks using Machine Learning and Data Analytics},
journal = {CoRR},
volume = {abs/2312.17270},
year = {2023}
}
@article{DBLP:journals/access/ChhariaUKCZWX22,
author = {Aviral Chharia and
Rahul Upadhyay and
Vinay Kumar and
Chao Cheng and
Jing Zhang and
Tianyang Wang and
Min Xu},
title = {Deep-Precognitive Diagnosis: Preventing Future Pandemics by Novel
Disease Detection With Biologically-Inspired Conv-Fuzzy Network},
journal = {{IEEE} Access},
volume = {10},
pages = {23167--23185},
year = {2022}
}
@article{DBLP:journals/access/KathiraveluAFYA22,
author = {Pradeeban Kathiravelu and
Mark G. Arnold and
Jake Fleischer and
Yuyu Yao and
Shubham Awasthi and
Aviral Kumar Goel and
Andrew Branen and
Parisa Sarikhani and
Gautam Kumar and
Mayuresh V. Kothare and
Babak Mahmoudi},
title = {{CONTROL-CORE:} {A} Framework for Simulation and Design of Closed-Loop
Peripheral Neuromodulation Control Systems},
journal = {{IEEE} Access},
volume = {10},
pages = {36268--36285},
year = {2022}
}
@article{DBLP:journals/anor/JanaTHA22,
author = {Rabin K. Jana and
Aviral Kumar Tiwari and
Shawkat Hammoudeh and
Claudiu Tiberiu Albulescu},
title = {Financial modeling, risk management of energy and environmental instruments
and derivatives: past, present, and future},
journal = {Ann. Oper. Res.},
volume = {313},
number = {1},
pages = {1--7},
year = {2022}
}
@article{DBLP:journals/anor/TiwariJKH22,
author = {Aviral Kumar Tiwari and
Sangram Keshari Jena and
Satish Kumar and
Erik Hille},
title = {Is oil price risk systemic to sectoral equity markets of an oil importing
country? Evidence from a dependence-switching copula delta CoVaR approach},
journal = {Ann. Oper. Res.},
volume = {315},
number = {1},
pages = {429--461},
year = {2022}
}
@article{DBLP:journals/dt/GerstlauerS22,
author = {Andreas Gerstlauer and
Aviral Shrivastava},
title = {Report on the 2021 Embedded Systems Week {(ESWEEK)}},
journal = {{IEEE} Des. Test},
volume = {39},
number = {1},
pages = {94--96},
year = {2022}
}
@article{DBLP:journals/ijdsst/SharmaN22,
author = {Aviral Sharma and
Saumya Nigam},
title = {Parametric Model for Flora Detection in Middle Himalayas},
journal = {Int. J. Decis. Support Syst. Technol.},
volume = {14},
number = {1},
pages = {1--11},
year = {2022}
}
@article{DBLP:journals/jeim/ShankarTG22,
author = {Amit Shankar and
Aviral Kumar Tiwari and
Manish Gupta},
title = {Sustainable mobile banking application: a text mining approach to
explore critical success factors},
journal = {J. Enterp. Inf. Manag.},
volume = {35},
number = {2},
pages = {414--428},
year = {2022}
}
@article{DBLP:journals/jgim/MehlaSTB22,
author = {Lakshay Mehla and
Pratima Amol Sheorey and
Aviral Kumar Tiwari and
Aastha Behl},
title = {Paradigm Shift in the Education Sector Amidst {COVID-19} to Improve
Online Engagement: Opportunities and Challenges},
journal = {J. Glob. Inf. Manag.},
volume = {30},
number = {5},
pages = {1--21},
year = {2022}
}
@article{DBLP:journals/jsa/JungKSLS22,
author = {Jinhyo Jung and
Yohan Ko and
Hwisoo So and
Kyoungwoo Lee and
Aviral Shrivastava},
title = {Root cause analysis of soft-error-induced failures from hardware and
software perspectives},
journal = {J. Syst. Archit.},
volume = {130},
pages = {102652},
year = {2022}
}
@article{DBLP:journals/pacmhci/HouttiJCKBT22,
author = {Mo Houtti and
Isaac L. Johnson and
Joel Cepeda and
Soumya Khandelwal and
Aviral Bhatnagar and
Loren Terveen},
title = {"We Need a Woman in Music": Exploring Wikipedia's Values on Article
Priority},
journal = {Proc. {ACM} Hum. Comput. Interact.},
volume = {6},
number = {{CSCW2}},
pages = {1--28},
year = {2022}
}
@article{DBLP:journals/rts/ChenS22,
author = {Jian{-}Jia Chen and
Aviral Shrivastava},
title = {Special issue on practical and robust design of real-time systems},
journal = {Real Time Syst.},
volume = {58},
number = {3},
pages = {233--234},
year = {2022}
}
@article{DBLP:journals/taco/SoDKSL22,
author = {Hwisoo So and
Moslem Didehban and
Yohan Ko and
Aviral Shrivastava and
Kyoungwoo Lee},
title = {{EXPERTISE:} An Effective Software-level Redundant Multithreading
Scheme against Hardware Faults},
journal = {{ACM} Trans. Archit. Code Optim.},
volume = {19},
number = {4},
pages = {53:1--53:26},
year = {2022}
}
@article{DBLP:journals/tcps/KhayatianMAGLHM22,
author = {Mohammad Khayatian and
Mohammadreza Mehrabian and
Edward Andert and
Reese Grimsley and
Kyle Liang and
Yi Hu and
Ian McCormack and
Carlee Joe{-}Wong and
Jonathan Aldrich and
Bob Iannucci and
Aviral Shrivastava},
title = {Plan {B:} Design Methodology for Cyber-Physical Systems Robust to
Timing Failures},
journal = {{ACM} Trans. Cyber Phys. Syst.},
volume = {6},
number = {3},
pages = {21:1--21:39},
year = {2022}
}
@inproceedings{DBLP:conf/cicc/PandeyADKYGM22,
author = {Aviral Pandey and
Sina Faraji Alamouti and
Justin Doong and
Ryan Kaveh and
Cem Yalcin and
Mohammad Meraj Ghanbari and
Rikky Muller},
title = {A 6.8{\(\mathrm{\mu}\)}W {AFE} for Ear {EEG} Recording with Simultaneous
Impedance Measurement for Motion Artifact Cancellation},
booktitle = {{CICC}},
pages = {1--2},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/corl/WalkeYYKOSL22,
author = {Homer Walke and
Jonathan Yang and
Albert Yu and
Aviral Kumar and
Jedrzej Orbik and
Avi Singh and
Sergey Levine},
title = {Don't Start From Scratch: Leveraging Prior Data to Automate Robotic
Reinforcement Learning},
booktitle = {CoRL},
series = {Proceedings of Machine Learning Research},
volume = {205},
pages = {1652--1662},
publisher = {{PMLR}},
year = {2022}
}
@inproceedings{DBLP:conf/date/Balasubramanian22,
author = {Mahesh Balasubramanian and
Aviral Shrivastava},
title = {PathSeeker: {A} Fast Mapping Algorithm for CGRAs},
booktitle = {{DATE}},
pages = {268--273},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/date/HuangLLPALS22,
author = {Po{-}Yu Huang and
Kai{-}Wei Liu and
Zong{-}Lun Li and
Sanggu Park and
Edward Andert and
Chung{-}Wei Lin and
Aviral Shrivastava},
title = {Compatibility Checking for Autonomous Lane-Changing Assistance Systems},
booktitle = {{DATE}},
pages = {1161--1164},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/iccr/JindalDJ22,
author = {Aviral Jindal and
Deepika and
Abhishek Joshi},
title = {Real-Time Drowsiness System Using Image Processing},
booktitle = {{ICCR}},
pages = {1--7},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/iclr/KumarA0CTL22,
author = {Aviral Kumar and
Rishabh Agarwal and
Tengyu Ma and
Aaron C. Courville and
George Tucker and
Sergey Levine},
title = {{DR3:} Value-Based Deep Reinforcement Learning Requires Explicit Regularization},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2022}
}
@inproceedings{DBLP:conf/iclr/KumarHSL22,
author = {Aviral Kumar and
Joey Hong and
Anikait Singh and
Sergey Levine},
title = {Should {I} Run Offline Reinforcement Learning or Behavioral Cloning?},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2022}
}
@inproceedings{DBLP:conf/iclr/KumarYHSL22,
author = {Aviral Kumar and
Amir Yazdanbakhsh and
Milad Hashemi and
Kevin Swersky and
Sergey Levine},
title = {Data-Driven Offline Optimization for Architecting Hardware Accelerators},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2022}
}
@inproceedings{DBLP:conf/icml/TrabuccoGKL22,
author = {Brandon Trabucco and
Xinyang Geng and
Aviral Kumar and
Sergey Levine},
title = {Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {21658--21676},
publisher = {{PMLR}},
year = {2022}
}
@inproceedings{DBLP:conf/icml/YuKCHFL22,
author = {Tianhe Yu and
Aviral Kumar and
Yevgen Chebotar and
Karol Hausman and
Chelsea Finn and
Sergey Levine},
title = {How to Leverage Unlabeled Data in Offline Reinforcement Learning},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {25611--25635},
publisher = {{PMLR}},
year = {2022}
}
@inproceedings{DBLP:conf/itsc/AndertS22,
author = {Edward Andert and
Aviral Shrivastava},
title = {Accurate Cooperative Sensor Fusion by Parameterized Covariance Generation
for Sensing and Localization Pipelines in CAVs},
booktitle = {{ITSC}},
pages = {3595--3602},
publisher = {{IEEE}},
year = {2022}
}
@inproceedings{DBLP:conf/nips/QiSKL22,
author = {Han Qi and
Yi Su and
Aviral Kumar and
Sergey Levine},
title = {Data-Driven Offline Decision-Making via Invariant Representation Learning},
booktitle = {NeurIPS},
year = {2022}
}
@inproceedings{DBLP:conf/nips/VuongKLC22,
author = {Quan Vuong and
Aviral Kumar and
Sergey Levine and
Yevgen Chebotar},
title = {{DASCO:} Dual-Generator Adversarial Support Constrained Offline Reinforcement
Learning},
booktitle = {NeurIPS},
year = {2022}
}
@inproceedings{DBLP:conf/recsys/ChenXGJKC22,
author = {Minmin Chen and
Can Xu and
Vince Gatto and
Devanshu Jain and
Aviral Kumar and
Ed H. Chi},
title = {Off-Policy Actor-critic for Recommender Systems},
booktitle = {RecSys},
pages = {338--349},
publisher = {{ACM}},
year = {2022}
}
@inproceedings{DBLP:conf/vts/DaveMHGSAS22,
author = {Shail Dave and
Alberto Marchisio and
Muhammad Abdullah Hanif and
Amira Guesmi and
Aviral Shrivastava and
Ihsen Alouani and
Muhammad Shafique},
title = {Special Session: Towards an Agile Design Methodology for Efficient,
Reliable, and Secure {ML} Systems},
booktitle = {{VTS}},
pages = {1--14},
publisher = {{IEEE}},
year = {2022}
}
@article{DBLP:journals/corr/abs-2202-01741,
author = {Tianhe Yu and
Aviral Kumar and
Yevgen Chebotar and
Karol Hausman and
Chelsea Finn and
Sergey Levine},
title = {How to Leverage Unlabeled Data in Offline Reinforcement Learning},
journal = {CoRR},
volume = {abs/2202.01741},
year = {2022}
}
@article{DBLP:journals/corr/abs-2202-08450,
author = {Brandon Trabucco and
Xinyang Geng and
Aviral Kumar and
Sergey Levine},
title = {Design-Bench: Benchmarks for Data-Driven Offline Model-Based Optimization},
journal = {CoRR},
volume = {abs/2202.08450},
year = {2022}
}
@article{DBLP:journals/corr/abs-2204-05618,
author = {Aviral Kumar and
Joey Hong and
Anikait Singh and
Sergey Levine},
title = {When Should We Prefer Offline Reinforcement Learning Over Behavioral
Cloning?},
journal = {CoRR},
volume = {abs/2204.05618},
year = {2022}
}
@article{DBLP:journals/corr/abs-2204-09514,
author = {Shail Dave and
Alberto Marchisio and
Muhammad Abdullah Hanif and
Amira Guesmi and
Aviral Shrivastava and
Ihsen Alouani and
Muhammad Shafique},
title = {Special Session: Towards an Agile Design Methodology for Efficient,
Reliable, and Secure {ML} Systems},
journal = {CoRR},
volume = {abs/2204.09514},
year = {2022}
}
@article{DBLP:journals/corr/abs-2207-04703,
author = {Homer Walke and
Jonathan Yang and
Albert Yu and
Aviral Kumar and
Jedrzej Orbik and
Avi Singh and
Sergey Levine},
title = {Don't Start From Scratch: Leveraging Prior Data to Automate Robotic
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2207.04703},
year = {2022}
}
@article{DBLP:journals/corr/abs-2208-08426,
author = {Mo Houtti and
Isaac L. Johnson and
Joel Cepeda and
Soumya Khandelwal and
Aviral Bhatnagar and
Loren Terveen},
title = {"We Need a Woman in Music": Exploring Wikipedia's Values on Article
Priority},
journal = {CoRR},
volume = {abs/2208.08426},
year = {2022}
}
@article{DBLP:journals/corr/abs-2209-03306,
author = {Edward Andert and
Aviral Shrivastava},
title = {Accurate Cooperative Sensor Fusion by Parameterized Covariance Generation
for Sensing and Localization Pipelines in CAVs},
journal = {CoRR},
volume = {abs/2209.03306},
year = {2022}
}
@article{DBLP:journals/corr/abs-2210-05178,
author = {Aviral Kumar and
Anikait Singh and
Frederik Ebert and
Yanlai Yang and
Chelsea Finn and
Sergey Levine},
title = {Pre-Training for Robots: Offline {RL} Enables Learning New Tasks from
a Handful of Trials},
journal = {CoRR},
volume = {abs/2210.05178},
year = {2022}
}
@article{DBLP:journals/corr/abs-2211-01052,
author = {Anikait Singh and
Aviral Kumar and
Quan Vuong and
Yevgen Chebotar and
Sergey Levine},
title = {Offline {RL} With Realistic Datasets: Heteroskedasticity and Support
Constraints},
journal = {CoRR},
volume = {abs/2211.01052},
year = {2022}
}
@article{DBLP:journals/corr/abs-2211-01471,
author = {Quan Vuong and
Aviral Kumar and
Sergey Levine and
Yevgen Chebotar},
title = {Dual Generator Offline Reinforcement Learning},
journal = {CoRR},
volume = {abs/2211.01471},
year = {2022}
}
@article{DBLP:journals/corr/abs-2211-04250,
author = {Nishtha Madaan and
Adithya Manjunatha and
Hrithik Nambiar and
Aviral Kumar Goel and
Harivansh Kumar and
Diptikalyan Saha and
Srikanta Bedathur},
title = {DetAIL : {A} Tool to Automatically Detect and Analyze Drift In Language},
journal = {CoRR},
volume = {abs/2211.04250},
year = {2022}
}
@article{DBLP:journals/corr/abs-2211-11349,
author = {Han Qi and
Yi Su and
Aviral Kumar and
Sergey Levine},
title = {Data-Driven Offline Decision-Making via Invariant Representation Learning},
journal = {CoRR},
volume = {abs/2211.11349},
year = {2022}
}
@article{DBLP:journals/corr/abs-2211-15144,
author = {Aviral Kumar and
Rishabh Agarwal and
Xinyang Geng and
George Tucker and
Sergey Levine},
title = {Offline Q-Learning on Diverse Multi-Task Data Both Scales And Generalizes},
journal = {CoRR},
volume = {abs/2211.15144},
year = {2022}
}
@article{DBLP:journals/corr/abs-2212-04607,
author = {Joey Hong and
Aviral Kumar and
Sergey Levine},
title = {Confidence-Conditioned Value Functions for Offline Reinforcement Learning},
journal = {CoRR},
volume = {abs/2212.04607},
year = {2022}
}
@article{DBLP:journals/cbm/ZhaoVMTTPXZ21,
author = {Chen Zhao and
Aviral Vij and
Saurabh Malhotra and
Jinshan Tang and
Haipeng Tang and
Drew Pienta and
Zhihui Xu and
Weihua Zhou},
title = {Automatic extraction and stenosis evaluation of coronary arteries
in invasive coronary angiograms},
journal = {Comput. Biol. Medicine},
volume = {136},
pages = {104667},
year = {2021}
}
@article{DBLP:journals/mta/JunejaSGGTSMJ21,
author = {Mamta Juneja and
Sumindar Kaur Saini and
Jatin Gupta and
Poojita Garg and
Niharika Thakur and
Aviral Sharma and
Manan Mehta and
Prashant Jindal},
title = {Survey of denoising, segmentation and classification of magnetic resonance
imaging for prostate cancer},
journal = {Multim. Tools Appl.},
volume = {80},
number = {19},
pages = {29199--29249},
year = {2021}
}
@article{DBLP:journals/pacmpl/GoelDKKV21,
author = {Aviral Goel and
Pierre Donat{-}Bouillud and
Filip Krikava and
Christoph M. Kirsch and
Jan Vitek},
title = {What we eval in the shadows: a large-scale study of eval in {R} programs},
journal = {Proc. {ACM} Program. Lang.},
volume = {5},
number = {{OOPSLA}},
pages = {1--23},
year = {2021}
}
@article{DBLP:journals/pacmpl/GoelJKFV21,
author = {Aviral Goel and
Jan Jecmen and
Sebasti{\'{a}}n Krynski and
Olivier Fl{\"{u}}ckiger and
Jan Vitek},
title = {Promises are made to be broken: migrating {R} to strict semantics},
journal = {Proc. {ACM} Program. Lang.},
volume = {5},
number = {{OOPSLA}},
pages = {1--20},
year = {2021}
}
@article{DBLP:journals/pieee/DaveBNASL21,
author = {Shail Dave and
Riyadh Baghdadi and
Tony Nowatzki and
Sasikanth Avancha and
Aviral Shrivastava and
Baoxin Li},
title = {Hardware Acceleration of Sparse and Irregular Tensor Computations
of {ML} Models: {A} Survey and Insights},
journal = {Proc. {IEEE}},
volume = {109},
number = {10},
pages = {1706--1752},
year = {2021}
}
@article{DBLP:journals/taco/SinghDZBZGSTS21,
author = {Abhishek Singh and
Shail Dave and
Pantea Zardoshti and
Robert Brotzman and
Chao Zhang and
Xiaochen Guo and
Aviral Shrivastava and
Gang Tan and
Michael F. Spear},
title = {{SPX64:} {A} Scratchpad Memory for General-purpose Microprocessors},
journal = {{ACM} Trans. Archit. Code Optim.},
volume = {18},
number = {1},
pages = {14:1--14:26},
year = {2021}
}
@article{DBLP:journals/tcps/ShrivastavaD21,
author = {Aviral Shrivastava and
Patricia Derler},
title = {Introduction to the Special Issue on Time for {CPS} {(TCPS)}},
journal = {{ACM} Trans. Cyber Phys. Syst.},
volume = {5},
number = {2},
pages = {12:1--12:2},
year = {2021}
}
@inproceedings{DBLP:conf/bibe/ChhariaN21,
author = {Aviral Chharia and
Apurva Narayan},
title = {A novel fuzzy approach towards in silico B-cell epitope identification
inducing antigen-specific immune response for Vaccine Design},
booktitle = {{BIBE}},
pages = {1--6},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/corl/KumarSTFL21,
author = {Aviral Kumar and
Anikait Singh and
Stephen Tian and
Chelsea Finn and
Sergey Levine},
title = {A Workflow for Offline Model-Free Robotic Reinforcement Learning},
booktitle = {CoRL},
series = {Proceedings of Machine Learning Research},
volume = {164},
pages = {417--428},
publisher = {{PMLR}},
year = {2021}
}
@inproceedings{DBLP:conf/date/SoDJSL21,
author = {Hwisoo So and
Moslem Didehban and
Jinhyo Jung and
Aviral Shrivastava and
Kyoungwoo Lee},
title = {{CHITIN:} {A} Comprehensive In-thread Instruction Replication Technique
Against Transient Faults},
booktitle = {{DATE}},
pages = {1440--1445},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/dls/GoelV21,
author = {Aviral Goel and
Jan Vitek},
title = {First-class environments in {R}},
booktitle = {{DLS}},
pages = {12--22},
publisher = {{ACM}},
year = {2021}
}
@inproceedings{DBLP:conf/eurosp/ZhaoACABKWD21,
author = {Benjamin Zi Hao Zhao and
Aviral Agrawal and
Catisha Coburn and
Hassan Jameel Asghar and
Raghav Bhaskar and
Mohamed Ali K{\^{a}}afar and
Darren Webb and
Peter Dickinson},
title = {On the (In)Feasibility of Attribute Inference Attacks on Machine Learning
Models},
booktitle = {EuroS{\&}P},
pages = {232--251},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/iccd/KoSJLS21,
author = {Yohan Ko and
Hwisoo So and
Jinhyo Jung and
Kyoungwoo Lee and
Aviral Shrivastava},
title = {Comprehensive Failure Analysis against Soft Errors from Hardware and
Software Perspectives},
booktitle = {{ICCD}},
pages = {204--207},
publisher = {{IEEE}},
year = {2021}
}
@inproceedings{DBLP:conf/iccps/KhayatianMALHLS21,
author = {Mohammad Khayatian and
Mohammadreza Mehrabian and
Harshith Allamsetti and
Kai{-}Wei Liu and
Po{-}Yu Huang and
Chung{-}Wei Lin and
Aviral Shrivastava},
title = {Cooperative driving of connected autonomous vehicles using responsibility-sensitive
safety {(RSS)} rules},
booktitle = {{ICCPS}},
pages = {11--20},
publisher = {{ACM}},
year = {2021}
}
@inproceedings{DBLP:conf/iclr/AjayKALN21,
author = {Anurag Ajay and
Aviral Kumar and
Pulkit Agrawal and
Sergey Levine and
Ofir Nachum},
title = {{OPAL:} Offline Primitive Discovery for Accelerating Offline Reinforcement
Learning},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2021}
}
@inproceedings{DBLP:conf/iclr/BharadhwajKRLSG21,
author = {Homanga Bharadhwaj and
Aviral Kumar and
Nicholas Rhinehart and
Sergey Levine and
Florian Shkurti and
Animesh Garg},
title = {Conservative Safety Critics for Exploration},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2021}
}
@inproceedings{DBLP:conf/iclr/Fu0NTw0YZCKPLP21,
author = {Justin Fu and
Mohammad Norouzi and
Ofir Nachum and
George Tucker and
Ziyu Wang and
Alexander Novikov and
Mengjiao Yang and
Michael R. Zhang and
Yutian Chen and
Aviral Kumar and
Cosmin Paduraru and
Sergey Levine and
Tom Le Paine},
title = {Benchmarks for Deep Off-Policy Evaluation},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2021}
}
@inproceedings{DBLP:conf/iclr/KumarAGL21,
author = {Aviral Kumar and
Rishabh Agarwal and
Dibya Ghosh and
Sergey Levine},
title = {Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement
Learning},
booktitle = {{ICLR}},
publisher = {OpenReview.net},
year = {2021}
}
@inproceedings{DBLP:conf/icml/TrabuccoKGL21,
author = {Brandon Trabucco and
Aviral Kumar and
Xinyang Geng and
Sergey Levine},
title = {Conservative Objective Models for Effective Offline Model-Based Optimization},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {10358--10368},
publisher = {{PMLR}},
year = {2021}
}
@inproceedings{DBLP:conf/miccai/ChhariaK21,
author = {Aviral Chharia and
Neeraj Kumar},
title = {Foreseeing Survival Through 'Fuzzy Intelligence': {A} Cognitively-Inspired
Incremental Learning Based de novo Model for Breast Cancer Prognosis
by Multi-Omics Data Fusion},
booktitle = {PRIME@MICCAI},
series = {Lecture Notes in Computer Science},
volume = {12928},
pages = {231--242},
publisher = {Springer},
year = {2021}
}
@inproceedings{DBLP:conf/nips/GhoshRKZAL21,
author = {Dibya Ghosh and
Jad Rahme and
Aviral Kumar and
Amy Zhang and
Ryan P. Adams and
Sergey Levine},
title = {Why Generalization in {RL} is Difficult: Epistemic POMDPs and Implicit
Partial Observability},
booktitle = {NeurIPS},
pages = {25502--25515},
year = {2021}
}
@inproceedings{DBLP:conf/nips/YuKCHLF21,
author = {Tianhe Yu and
Aviral Kumar and
Yevgen Chebotar and
Karol Hausman and
Sergey Levine and
Chelsea Finn},
title = {Conservative Data Sharing for Multi-Task Offline Reinforcement Learning},
booktitle = {NeurIPS},
pages = {11501--11516},
year = {2021}
}
@inproceedings{DBLP:conf/nips/YuKRRLF21,
author = {Tianhe Yu and
Aviral Kumar and
Rafael Rafailov and
Aravind Rajeswaran and
Sergey Levine and
Chelsea Finn},
title = {{COMBO:} Conservative Offline Model-Based Policy Optimization},
booktitle = {NeurIPS},
pages = {28954--28967},
year = {2021}
}
@article{DBLP:journals/corr/abs-2102-08363,
author = {Tianhe Yu and
Aviral Kumar and
Rafael Rafailov and
Aravind Rajeswaran and
Sergey Levine and
Chelsea Finn},
title = {{COMBO:} Conservative Offline Model-Based Policy Optimization},
journal = {CoRR},
volume = {abs/2102.08363},
year = {2021}
}
@article{DBLP:journals/corr/abs-2103-07101,
author = {Benjamin Zi Hao Zhao and
Aviral Agrawal and
Catisha Coburn and
Hassan Jameel Asghar and
Raghav Bhaskar and
Mohamed Ali K{\^{a}}afar and
Darren Webb and
Peter Dickinson},
title = {On the (In)Feasibility of Attribute Inference Attacks on Machine Learning
Models},
journal = {CoRR},
volume = {abs/2103.07101},
year = {2021}
}
@article{DBLP:journals/corr/abs-2103-16596,
author = {Justin Fu and
Mohammad Norouzi and
Ofir Nachum and
George Tucker and
Ziyu Wang and
Alexander Novikov and
Mengjiao Yang and
Michael R. Zhang and
Yutian Chen and
Aviral Kumar and
Cosmin Paduraru and
Sergey Levine and
Tom Le Paine},
title = {Benchmarks for Deep Off-Policy Evaluation},
journal = {CoRR},
volume = {abs/2103.16596},
year = {2021}
}
@article{DBLP:journals/corr/abs-2104-00106,
author = {Aviral Joshi and
Chengzhi Huang and
Har Simrat Singh},
title = {Zero-Shot Language Transfer vs Iterative Back Translation for Unsupervised
Machine Translation},
journal = {CoRR},
volume = {abs/2104.00106},
year = {2021}
}
@article{DBLP:journals/corr/abs-2104-00107,
author = {Abhinav Khattar and
Aviral Joshi and
Har Simrat Singh and
Pulkit Goel and
Rohit Prakash Barnwal},
title = {Analysis on Image Set Visual Question Answering},
journal = {CoRR},
volume = {abs/2104.00107},
year = {2021}
}
@article{DBLP:journals/corr/abs-2104-00842,
author = {A. Vinay and
Aviral Joshi and
Hardik Mahipal Surana and
Harsh Garg and
K. N. Balasubramanya Murthy and
S. Natarajan},
title = {Unconstrained Face Recognition using {ASURF} and Cloud-Forest Classifier
optimized with {VLAD}},
journal = {CoRR},
volume = {abs/2104.00842},
year = {2021}
}
@article{DBLP:journals/corr/abs-2107-06277,
author = {Dibya Ghosh and
Jad Rahme and
Aviral Kumar and
Amy Zhang and
Ryan P. Adams and
Sergey Levine},
title = {Why Generalization in {RL} is Difficult: Epistemic POMDPs and Implicit
Partial Observability},
journal = {CoRR},
volume = {abs/2107.06277},
year = {2021}
}
@article{DBLP:journals/corr/abs-2107-06882,
author = {Brandon Trabucco and
Aviral Kumar and
Xinyang Geng and
Sergey Levine},
title = {Conservative Objective Models for Effective Offline Model-Based Optimization},
journal = {CoRR},
volume = {abs/2107.06882},
year = {2021}
}
@article{DBLP:journals/corr/abs-2109-08128,
author = {Tianhe Yu and
Aviral Kumar and
Yevgen Chebotar and
Karol Hausman and
Sergey Levine and
Chelsea Finn},
title = {Conservative Data Sharing for Multi-Task Offline Reinforcement Learning},
journal = {CoRR},
volume = {abs/2109.08128},
year = {2021}
}
@article{DBLP:journals/corr/abs-2109-10813,
author = {Aviral Kumar and
Anikait Singh and
Stephen Tian and
Chelsea Finn and
Sergey Levine},
title = {A Workflow for Offline Model-Free Robotic Reinforcement Learning},
journal = {CoRR},
volume = {abs/2109.10813},
year = {2021}
}
@article{DBLP:journals/corr/abs-2110-11346,
author = {Aviral Kumar and
Amir Yazdanbakhsh and
Milad Hashemi and
Kevin Swersky and
Sergey Levine},
title = {Data-Driven Offline Optimization For Architecting Hardware Accelerators},
journal = {CoRR},
volume = {abs/2110.11346},
year = {2021}
}
@article{DBLP:journals/corr/abs-2111-08361,
author = {Aviral Chharia and
Shivu Chauhan and
Rahul Upadhyay and
Vinay Kumar},
title = {From Convolutions towards Spikes: The Environmental Metric that the
Community currently Misses},
journal = {CoRR},
volume = {abs/2111.08361},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-04716,
author = {Aviral Kumar and
Rishabh Agarwal and
Tengyu Ma and
Aaron C. Courville and
George Tucker and
Sergey Levine},
title = {{DR3:} Value-Based Deep Reinforcement Learning Requires Explicit Regularization},
journal = {CoRR},
volume = {abs/2112.04716},
year = {2021}
}
@article{DBLP:journals/corr/abs-2112-14837,
author = {Aviral Chharia and
Nishi Mehta and
Shivam Gupta and
Shivam Prajapati},
title = {Recent Trends in Artificial Intelligence-inspired Electronic Thermal
Management},
journal = {CoRR},
volume = {abs/2112.14837},
year = {2021}
}
@article{DBLP:journals/ijaip/SharmaBB20,
author = {Aviral Sharma and
Vishal Bhatnagar and
Abhay Bansal},
title = {Technical analysis-based fuzzy support system for stock market trading},
journal = {Int. J. Adv. Intell. Paradigms},
volume = {17},
number = {3/4},
pages = {193--207},
year = {2020}
}
@article{DBLP:journals/pacmpl/TurcotteGKV20,
author = {Alexi Turcotte and
Aviral Goel and
Filip Krikava and
Jan Vitek},
title = {Designing types for R, empirically},
journal = {Proc. {ACM} Program. Lang.},
volume = {4},
number = {{OOPSLA}},
pages = {181:1--181:25},
year = {2020}
}
@article{DBLP:journals/tcad/Balasubramanian20,
author = {Mahesh Balasubramanian and
Aviral Shrivastava},
title = {{CRIMSON:} Compute-Intensive Loop Acceleration by Randomized Iterative
Modulo Scheduling and Optimized Mapping on CGRAs},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {39},
number = {11},
pages = {3300--3310},
year = {2020}
}
@article{DBLP:journals/tcps/KhayatianLMS20,
author = {Mohammad Khayatian and
Yingyan Lou and
Mohammadreza Mehrabian and
Aviral Shrivastava},
title = {Crossroads+: {A} Time-aware Approach for Intersection Management of
Connected Autonomous Vehicles},
journal = {{ACM} Trans. Cyber Phys. Syst.},
volume = {4},
number = {2},
pages = {20:1--20:28},
year = {2020}
}
@article{DBLP:journals/tcps/KhayatianMADCLS20,
author = {Mohammad Khayatian and
Mohammadreza Mehrabian and
Edward Andert and
Rachel Dedinsky and
Sarthake Choudhary and
Yingyan Lou and
Aviral Shrivastava},
title = {A Survey on Intersection Management of Connected Autonomous Vehicles},
journal = {{ACM} Trans. Cyber Phys. Syst.},
volume = {4},
number = {4},
pages = {48:1--48:27},
year = {2020}
}
@article{DBLP:journals/tcss/VermaSDMSGNC20,
author = {Rohit Verma and
Aviral Shrivastava and
Kingshuk De and
Bivas Mitra and
Sujoy Saha and
Niloy Ganguly and
Subrata Nandi and
Sandip Chakraborty},
title = {A Smartphone-Based Passenger Assistant for Public Bus Commute in Developing
Countries},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {7},
number = {2},
pages = {465--476},
year = {2020}
}
@article{DBLP:journals/tecs/ShrivastavaCZ20,
author = {Aviral Shrivastava and
Jian{-}Jia Chen and
Youtao Zhang},
title = {Introduction to the Special Issue on Languages, Compilers, Tools,
and Theory of Embedded Systems: Part 1},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {19},
number = {5},
pages = {30:1--30:3},
year = {2020}
}
@article{DBLP:journals/tecs/ShrivastavaCZ20a,
author = {Aviral Shrivastava and
Jian{-}Jia Chen and
Youtao Zhang},
title = {Introduction to the Special Issue on Languages, Compilers, Tools,
and Theory of Embedded Systems: Part 2},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {19},
number = {6},
pages = {41:1--41:2},
year = {2020}
}
@inproceedings{DBLP:conf/corl/SinghYYZKL20,
author = {Avi Singh and
Albert Yu and
Jonathan Yang and
Jesse Zhang and
Aviral Kumar and
Sergey Levine},
title = {Chaining Behaviors from Data with Model-Free Reinforcement Learning},
booktitle = {CoRL},
series = {Proceedings of Machine Learning Research},
volume = {155},
pages = {2162--2177},
publisher = {{PMLR}},
year = {2020}
}
@inproceedings{DBLP:conf/icassp/DaveSKAL20,
author = {Shail Dave and
Aviral Shrivastava and
Youngbin Kim and
Sasikanth Avancha and
Kyoungwoo Lee},
title = {dMazeRunner: Optimizing Convolutions on Dataflow Accelerators},
booktitle = {{ICASSP}},
pages = {1544--1548},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/icumt/ChhariaU20,
author = {Aviral Chharia and
Rahul Upadhyay},
title = {Deep Recurrent Architecture based Scene Description Generator for
Visually Impaired},
booktitle = {{ICUMT}},
pages = {136--141},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/ipps/Balasubramanian20,
author = {Mahesh Balasubramanian and
Trevor D. Ruiz and
Brandon Cook and
Prabhat and
Sharmodeep Bhattacharyya and
Aviral Shrivastava and
Kristofer E. Bouchard},
title = {Scaling of Union of Intersections for Inference of Granger Causal
Networks from Observational Data},
booktitle = {{IPDPS}},
pages = {264--273},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/itsc/KhayatianDCMS20,
author = {Mohammad Khayatian and
Rachel Dedinsky and
Sarthake Choudhary and
Mohammadreza Mehrabian and
Aviral Shrivastava},
title = {R\({}^{\mbox{2}}\) {IM-} Robust and Resilient Intersection Management
of Connected Autonomous Vehicles},
booktitle = {{ITSC}},
pages = {1--6},
publisher = {{IEEE}},
year = {2020}
}
@inproceedings{DBLP:conf/nips/Kumar0L20,
author = {Aviral Kumar and
Abhishek Gupta and
Sergey Levine},
title = {DisCor: Corrective Feedback in Reinforcement Learning via Distribution
Correction},
booktitle = {NeurIPS},
year = {2020}
}
@inproceedings{DBLP:conf/nips/KumarKLF20,
author = {Saurabh Kumar and
Aviral Kumar and
Sergey Levine and
Chelsea Finn},
title = {One Solution is Not All You Need: Few-Shot Extrapolation via Structured
MaxEnt {RL}},
booktitle = {NeurIPS},
year = {2020}
}
@inproceedings{DBLP:conf/nips/KumarL20,
author = {Aviral Kumar and
Sergey Levine},
title = {Model Inversion Networks for Model-Based Optimization},
booktitle = {NeurIPS},
year = {2020}
}
@inproceedings{DBLP:conf/nips/KumarZTL20,
author = {Aviral Kumar and
Aurick Zhou and
George Tucker and
Sergey Levine},
title = {Conservative Q-Learning for Offline Reinforcement Learning},
booktitle = {NeurIPS},
year = {2020}
}
@article{DBLP:journals/corr/abs-2003-07305,
author = {Aviral Kumar and
Abhishek Gupta and
Sergey Levine},
title = {DisCor: Corrective Feedback in Reinforcement Learning via Distribution
Correction},
journal = {CoRR},
volume = {abs/2003.07305},
year = {2020}
}
@article{DBLP:journals/corr/abs-2004-07219,
author = {Justin Fu and
Aviral Kumar and
Ofir Nachum and
George Tucker and
Sergey Levine},
title = {{D4RL:} Datasets for Deep Data-Driven Reinforcement Learning},
journal = {CoRR},
volume = {abs/2004.07219},
year = {2020}
}
@article{DBLP:journals/corr/abs-2005-01643,
author = {Sergey Levine and
Aviral Kumar and
George Tucker and
Justin Fu},
title = {Offline Reinforcement Learning: Tutorial, Review, and Perspectives
on Open Problems},
journal = {CoRR},
volume = {abs/2005.01643},
year = {2020}
}
@article{DBLP:journals/corr/abs-2006-04779,
author = {Aviral Kumar and
Aurick Zhou and
George Tucker and
Sergey Levine},
title = {Conservative Q-Learning for Offline Reinforcement Learning},
journal = {CoRR},
volume = {abs/2006.04779},
year = {2020}
}
@article{DBLP:journals/corr/abs-2007-00864,
author = {Shail Dave and
Riyadh Baghdadi and
Tony Nowatzki and
Sasikanth Avancha and
Aviral Shrivastava and
Baoxin Li},
title = {Hardware Acceleration of Sparse and Irregular Tensor Computations
of {ML} Models: {A} Survey and Insights},
journal = {CoRR},
volume = {abs/2007.00864},
year = {2020}
}
@article{DBLP:journals/corr/abs-2007-05853,
author = {Ritin Raveendran and
Aviral Singh and
Rajesh Kumar Muthu},
title = {Complex Wavelet {SSIM} based Image Data Augmentation},
journal = {CoRR},
volume = {abs/2007.05853},
year = {2020}
}
@article{DBLP:journals/corr/abs-2010-13611,
author = {Anurag Ajay and
Aviral Kumar and
Pulkit Agrawal and
Sergey Levine and
Ofir Nachum},
title = {{OPAL:} Offline Primitive Discovery for Accelerating Offline Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2010.13611},
year = {2020}
}
@article{DBLP:journals/corr/abs-2010-14484,
author = {Saurabh Kumar and
Aviral Kumar and
Sergey Levine and
Chelsea Finn},
title = {One Solution is Not All You Need: Few-Shot Extrapolation via Structured
MaxEnt {RL}},
journal = {CoRR},
volume = {abs/2010.14484},
year = {2020}
}
@article{DBLP:journals/corr/abs-2010-14497,
author = {Homanga Bharadhwaj and
Aviral Kumar and
Nicholas Rhinehart and
Sergey Levine and
Florian Shkurti and
Animesh Garg},
title = {Conservative Safety Critics for Exploration},
journal = {CoRR},
volume = {abs/2010.14497},
year = {2020}
}
@article{DBLP:journals/corr/abs-2010-14498,
author = {Aviral Kumar and
Rishabh Agarwal and
Dibya Ghosh and
Sergey Levine},
title = {Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2010.14498},
year = {2020}
}
@article{DBLP:journals/corr/abs-2010-14500,
author = {Avi Singh and
Albert Yu and
Jonathan Yang and
Jesse Zhang and
Aviral Kumar and
Sergey Levine},
title = {{COG:} Connecting New Skills to Past Experience with Offline Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2010.14500},
year = {2020}
}
@article{DBLP:journals/anor/JanaCT19,
author = {Rabin K. Jana and
Chandra Prakash Chandra and
Aviral Kumar Tiwari},
title = {Humanitarian aid delivery decisions during the early recovery phase
of disaster using a discrete choice multi-attribute value method},
journal = {Ann. Oper. Res.},
volume = {283},
number = {1-2},
pages = {1211--1225},
year = {2019}
}
@article{DBLP:journals/pacmpl/GoelV19,
author = {Aviral Goel and
Jan Vitek},
title = {On the design, implementation, and use of laziness in {R}},
journal = {Proc. {ACM} Program. Lang.},
volume = {3},
number = {{OOPSLA}},
pages = {153:1--153:27},
year = {2019}
}
@article{DBLP:journals/tecs/DaveKALS19,
author = {Shail Dave and
Youngbin Kim and
Sasikanth Avancha and
Kyoungwoo Lee and
Aviral Shrivastava},
title = {dMazeRunner: Executing Perfectly Nested Loops on Dataflow Accelerators},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {18},
number = {5s},
pages = {70:1--70:27},
year = {2019}
}
@article{DBLP:journals/tecs/RhisheekesanJS19,
author = {Abhishek Rhisheekesan and
Reiley Jeyapaul and
Aviral Shrivastava},
title = {Control Flow Checking or Not? (for Soft Errors)},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {18},
number = {1},
pages = {11:1--11:25},
year = {2019}
}
@inproceedings{DBLP:conf/acl/GargMAB19,
author = {Sarthak Garg and
Joel Ruben Antony Moniz and
Anshu Aviral and
Priyatham Bollimpalli},
title = {Learning to Relate from Captions and Bounding Boxes},
booktitle = {{ACL} {(1)}},
pages = {6597--6603},
publisher = {Association for Computational Linguistics},
year = {2019}
}
@inproceedings{DBLP:conf/dac/ShrivastavaD19,
author = {Aviral Shrivastava and
Moslem Didehban},
title = {Software Approaches for In-time Resilience},
booktitle = {{DAC}},
pages = {197},
publisher = {{ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/date/DedinskyKMS19,
author = {Rachel Dedinsky and
Mohammad Khayatian and
Mohammadreza Mehrabian and
Aviral Shrivastava},
title = {A Dependable Detection Mechanism for Intersection Management of Connected
Autonomous Vehicles (Interactive Presentation)},
booktitle = {ASD@DATE},
series = {OASIcs},
volume = {68},
pages = {7:1--7:13},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik},
year = {2019}
}
@inproceedings{DBLP:conf/date/SoDSL19,
author = {Hwisoo So and
Moslem Didehban and
Aviral Shrivastava and
Kyoungwoo Lee},
title = {A software-level Redundant MultiThreading for Soft/Hard Error Detection
and Recovery},
booktitle = {{DATE}},
pages = {1559--1562},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/iccd/KimLS19,
author = {Youngbin Kim and
Kyoungwoo Lee and
Aviral Shrivastava},
title = {Static Function Prefetching for Efficient Code Management on Scratchpad
Memory},
booktitle = {{ICCD}},
pages = {350--358},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/icml/FuKSL19,
author = {Justin Fu and
Aviral Kumar and
Matthew Soh and
Sergey Levine},
title = {Diagnosing Bottlenecks in Deep Q-learning Algorithms},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {2021--2030},
publisher = {{PMLR}},
year = {2019}
}
@inproceedings{DBLP:conf/memocode/HekmatnejadYDAS19,
author = {Mohammad Hekmatnejad and
Shakiba Yaghoubi and
Adel Dokhanchi and
Heni Ben Amor and
Aviral Shrivastava and
Lina J. Karam and
Georgios Fainekos},
title = {Encoding and monitoring responsibility sensitive safety rules for
automated vehicles in signal temporal logic},
booktitle = {{MEMOCODE}},
pages = {6:1--6:11},
publisher = {{ACM}},
year = {2019}
}
@inproceedings{DBLP:conf/nips/KumarFSTL19,
author = {Aviral Kumar and
Justin Fu and
Matthew Soh and
George Tucker and
Sergey Levine},
title = {Stabilizing Off-Policy Q-Learning via Bootstrapping Error Reduction},
booktitle = {NeurIPS},
pages = {11761--11771},
year = {2019}
}
@inproceedings{DBLP:conf/nips/LiuKBKS19,
author = {Jenny Liu and
Aviral Kumar and
Jimmy Ba and
Jamie Kiros and
Kevin Swersky},
title = {Graph Normalizing Flows},
booktitle = {NeurIPS},
pages = {13556--13566},
year = {2019}
}
@inproceedings{DBLP:conf/vlsid/KimKS19,
author = {Yooseong Kim and
Mohammad Khayatian and
Aviral Shrivastava},
title = {WCET-Aware Stack Frame Management of Embedded Systems Using Scratchpad
Memories},
booktitle = {{VLSID}},
pages = {543--544},
publisher = {{IEEE}},
year = {2019}
}
@inproceedings{DBLP:conf/vlsid/LinLCS19,
author = {Jinn{-}Pean Lin and
Jing Lu and
Jian Cai and
Aviral Shrivastava},
title = {Efficient Heap Data Management on Software Managed Manycore Architectures},
booktitle = {{VLSID}},
pages = {269--274},
publisher = {{IEEE}},
year = {2019}
}
@proceedings{DBLP:conf/lctrts/2019,
editor = {Jian{-}Jia Chen and
Aviral Shrivastava},
title = {Proceedings of the 20th {ACM} {SIGPLAN/SIGBED} International Conference
on Languages, Compilers, and Tools for Embedded Systems, {LCTES} 2019,
Phoenix, AZ, USA, June 23-23, 2019},
publisher = {{ACM}},
year = {2019}
}
@article{DBLP:journals/corr/abs-1902-10250,
author = {Justin Fu and
Aviral Kumar and
Matthew Soh and
Sergey Levine},
title = {Diagnosing Bottlenecks in Deep Q-learning Algorithms},
journal = {CoRR},
volume = {abs/1902.10250},
year = {2019}
}
@article{DBLP:journals/corr/abs-1903-00802,
author = {Aviral Kumar and
Sunita Sarawagi},
title = {Calibration of Encoder Decoder Models for Neural Machine Translation},
journal = {CoRR},
volume = {abs/1903.00802},
year = {2019}
}
@article{DBLP:journals/corr/abs-1905-13177,
author = {Jenny Liu and
Aviral Kumar and
Jimmy Ba and
Jamie Kiros and
Kevin Swersky},
title = {Graph Normalizing Flows},
journal = {CoRR},
volume = {abs/1905.13177},
year = {2019}
}
@article{DBLP:journals/corr/abs-1906-00949,
author = {Aviral Kumar and
Justin Fu and
George Tucker and
Sergey Levine},
title = {Stabilizing Off-Policy Q-Learning via Bootstrapping Error Reduction},
journal = {CoRR},
volume = {abs/1906.00949},
year = {2019}
}
@article{DBLP:journals/corr/abs-1906-03982,
author = {Bob Iannucci and
Aviral Shrivastava and
Mohammad Khayatian},
title = {TickTalk - Timing {API} for Dynamically Federated Cyber-Physical Systems},
journal = {CoRR},
volume = {abs/1906.03982},
year = {2019}
}
@article{DBLP:journals/corr/abs-1909-08958,
author = {Aviral Goel and
Jan Vitek},
title = {On the Design, Implementation, and Use of Laziness in {R}},
journal = {CoRR},
volume = {abs/1909.08958},
year = {2019}
}
@article{DBLP:journals/corr/abs-1910-00177,
author = {Xue Bin Peng and
Aviral Kumar and
Grace Zhang and
Sergey Levine},
title = {Advantage-Weighted Regression: Simple and Scalable Off-Policy Reinforcement
Learning},
journal = {CoRR},
volume = {abs/1910.00177},
year = {2019}
}
@article{DBLP:journals/corr/abs-1912-00311,
author = {Sarthak Garg and
Joel Ruben Antony Moniz and
Anshu Aviral and
Priyatham Bollimpalli},
title = {Learning to Relate from Captions and Bounding Boxes},
journal = {CoRR},
volume = {abs/1912.00311},
year = {2019}
}
@article{DBLP:journals/corr/abs-1912-13464,
author = {Aviral Kumar and
Sergey Levine},
title = {Model Inversion Networks for Model-Based Optimization},
journal = {CoRR},
volume = {abs/1912.13464},
year = {2019}
}
@article{DBLP:journals/corr/abs-1912-13465,
author = {Aviral Kumar and
Xue Bin Peng and
Sergey Levine},
title = {Reward-Conditioned Policies},
journal = {CoRR},
volume = {abs/1912.13465},
year = {2019}
}
@article{DBLP:journals/ijmtm/ShrivastavaKAKS18,
author = {Ashish Shrivastava and
Aviral Kothari and
Jitendra Achara and
Mohit Kumar and
Ramdhan Sodani},
title = {Lean co-creation model analysis for manufacturing industries},
journal = {Int. J. Manuf. Technol. Manag.},
volume = {32},
number = {6},
pages = {580--597},
year = {2018}
}
@article{DBLP:journals/integration/SinghJMYSJG18,
author = {Kunwar Singh and
Aman Jain and
Aviral Mittal and
Vinay Yadav and
Atul Anshuman Singh and
Anmoll Kumar Jain and
Maneesha Gupta},
title = {Optimum transistor sizing of {CMOS} logic circuits using logical effort
theory and evolutionary algorithms},
journal = {Integr.},
volume = {60},
pages = {25--38},
year = {2018}
}
@article{DBLP:journals/jgim/SharmaBB18,
author = {Aviral Sharma and
Vishal Bhatnagar and
Abhay Bansal},
title = {{SENSEX} Price Fluctuation Forecasting Comparison Between Global Indices
and Companies Making It},
journal = {J. Glob. Inf. Manag.},
volume = {26},
number = {3},
pages = {90--104},
year = {2018}
}
@article{DBLP:journals/pacmpl/FluckigerSYGAV18,
author = {Olivier Fl{\"{u}}ckiger and
Gabriel Scherer and
Ming{-}Ho Yee and
Aviral Goel and
Amal Ahmed and
Jan Vitek},
title = {Correctness of speculative optimizations with dynamic deoptimization},
journal = {Proc. {ACM} Program. Lang.},
volume = {2},
number = {{POPL}},
pages = {49:1--49:28},
year = {2018}
}
@article{DBLP:journals/tmscs/ShrivastavaK18,
author = {Aviral Shrivastava and
Fadi J. Kurdahi},
title = {Guest Editorial: Special Issue on Accelerated Computing},
journal = {{IEEE} Trans. Multi Scale Comput. Syst.},
volume = {4},
number = {1},
pages = {1--2},
year = {2018}
}
@article{DBLP:journals/tog/NaganoSXWLSAFL18,
author = {Koki Nagano and
Jaewoo Seo and
Jun Xing and
Lingyu Wei and
Zimo Li and
Shunsuke Saito and
Aviral Agarwal and
Jens Fursund and
Hao Li},
title = {paGAN: real-time avatars using dynamic textures},
journal = {{ACM} Trans. Graph.},
volume = {37},
number = {6},
pages = {258},
year = {2018}
}
@article{DBLP:journals/tr/DidehbanS18,
author = {Moslem Didehban and
Aviral Shrivastava},
title = {A Compiler Technique for Processor-Wide Protection From Soft Errors
in Multithreaded Environments},
journal = {{IEEE} Trans. Reliab.},
volume = {67},
number = {1},
pages = {249--263},
year = {2018}
}
@inproceedings{DBLP:conf/dac/DaveBS18,
author = {Shail Dave and
Mahesh Balasubramanian and
Aviral Shrivastava},
title = {{RAMP:} resource-aware mapping for CGRAs},
booktitle = {{DAC}},
pages = {127:1--127:6},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/dac/MehrabianKMSLDG18,
author = {Mohammadreza Mehrabian and
Mohammad Khayatian and
Ahmed Mousa and
Aviral Shrivastava and
Ya{-}Shian Li{-}Baboud and
Patricia Derler and
Edward R. Griffor and
Hugo A. Andrade and
Marc Weiss and
John C. Eidson and
Dhananjay M. Anand},
title = {An efficient timestamp-based monitoring approach to test timing constraints
of cyber-physical systems},
booktitle = {{DAC}},
pages = {144:1--144:6},
publisher = {{ACM}},
year = {2018}
}
@inproceedings{DBLP:conf/date/Balasubramanian18,
author = {Mahesh Balasubramanian and
Shail Dave and
Aviral Shrivastava and
Reiley Jeyapaul},
title = {{LASER:} {A} hardware/software approach to accelerate complicated
loops on CGRAs},
booktitle = {{DATE}},
pages = {1069--1074},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/date/DaveBS18,
author = {Shail Dave and
Mahesh Balasubramanian and
Aviral Shrivastava},
title = {{URECA:} Unified register file for CGRAs},
booktitle = {{DATE}},
pages = {1081--1086},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/date/SoDKSL18,
author = {Hwisoo So and
Moslem Didehban and
Yohan Ko and
Aviral Shrivastava and
Kyoungwoo Lee},
title = {{EXPERT:} Effective and flexible error protection by redundant multithreading},
booktitle = {{DATE}},
pages = {533--538},
publisher = {{IEEE}},
year = {2018}
}
@inproceedings{DBLP:conf/icml/KumarSJ18,
author = {Aviral Kumar and
Sunita Sarawagi and
Ujjwal Jain},
title = {Trainable Calibration Measures For Neural Networks From Kernel Mean
Embeddings},
booktitle = {{ICML}},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {2810--2819},
publisher = {{PMLR}},
year = {2018}
}
@inproceedings{DBLP:conf/rtss/KhayatianMS18,
author = {Mohammad Khayatian and
Mohammadreza Mehrabian and
Aviral Shrivastava},
title = {{RIM:} Robust Intersection Management for Connected Autonomous Vehicles},
booktitle = {{RTSS}},
pages = {35--44},
publisher = {{IEEE} Computer Society},
year = {2018}
}
@proceedings{DBLP:conf/codes/2018,
editor = {Aviral Shrivastava and
Sudeep Pasricha},
title = {Proceedings of the International Conference on Hardware/Software Codesign
and System Synthesis, {CODES+ISSS} 2018, part of {ESWEEK} 2018, Torino,
Italy, September 30 - October 5, 2018},
publisher = {{IEEE} / {ACM}},
year = {2018}
}
@article{DBLP:journals/corr/abs-1808-06992,
author = {Mahesh Balasubramanian and
Trevor D. Ruiz and
Brandon Cook and
Sharmodeep Bhattacharyya and
Prabhat and
Aviral Shrivastava and
Kristofer E. Bouchard},
title = {Optimizing the Union of Intersections {LASSO} (UoI\({}_{\mbox{LASSO}}\))
and Vector Autoregressive (UoI\({}_{\mbox{VAR}}\)) Algorithms for
Improved Statistical Estimation at Scale},
journal = {CoRR},
volume = {abs/1808.06992},
year = {2018}
}
@article{DBLP:journals/tecs/KimBS17,
author = {Yooseong Kim and
David Broman and
Aviral Shrivastava},
title = {WCET-Aware Function-Level Dynamic Code Management on Scratchpad Memory},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {16},
number = {4},
pages = {112:1--112:26},
year = {2017}
}
@article{DBLP:journals/tecs/KoJKLS17,
author = {Yohan Ko and
Reiley Jeyapaul and
Youngbin Kim and
Kyoungwoo Lee and
Aviral Shrivastava},
title = {Protecting Caches from Soft Errors: {A} Microarchitect's Perspective},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {16},
number = {4},
pages = {93:1--93:28},
year = {2017}
}
@article{DBLP:journals/tecs/MehrabianKSEDAL17,
author = {Mohammadreza Mehrabian and
Mohammad Khayatian and
Aviral Shrivastava and
John C. Eidson and
Patricia Derler and
Hugo A. Andrade and
Ya{-}Shian Li{-}Baboud and
Edward R. Griffor and
Marc Weiss and
Kevin B. Stanton},
title = {Timestamp Temporal Logic {(TTL)} for Testing the Timing of Cyber-Physical
Systems},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {16},
number = {5s},
pages = {169:1--169:20},
year = {2017}
}
@article{DBLP:journals/tvlsi/JeyapaulFAS17,
author = {Reiley Jeyapaul and
Roberto Flores and
Alfonso {\'{A}}vila and
Aviral Shrivastava},
title = {Systematic Methodology for the Quantitative Analysis of Pipeline-Register
Reliability},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {25},
number = {2},
pages = {547--555},
year = {2017}
}
@inproceedings{DBLP:conf/atva/KrishnaKSTT17,
author = {Shankara Narayanan Krishna and
Aviral Kumar and
Fabio Somenzi and
Behrouz Touri and
Ashutosh Trivedi},
title = {The Reach-Avoid Problem for Constant-Rate Multi-mode Systems},
booktitle = {{ATVA}},
series = {Lecture Notes in Computer Science},
volume = {10482},
pages = {463--479},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/cav/BakBHK17,
author = {Stanley Bak and
Sergiy Bogomolov and
Thomas A. Henzinger and
Aviral Kumar},
title = {Challenges and Tool Implementation of Hybrid Rapidly-Exploring Random
Trees},
booktitle = {NSV@CAV},
series = {Lecture Notes in Computer Science},
volume = {10381},
pages = {83--89},
publisher = {Springer},
year = {2017}
}
@inproceedings{DBLP:conf/dac/AndertKS17,
author = {Edward Andert and
Mohammad Khayatian and
Aviral Shrivastava},
title = {Crossroads: Time-Sensitive Autonomous Intersection Management Technique},
booktitle = {{DAC}},
pages = {50:1--50:6},
publisher = {{ACM}},
year = {2017}
}
@inproceedings{DBLP:conf/dac/DidehbanLS17,
author = {Moslem Didehban and
Sai Ram Dheeraj Lokam and
Aviral Shrivastava},
title = {InCheck: An In-application Recovery Scheme for Soft Errors},
booktitle = {{DAC}},
pages = {40:1--40:6},
publisher = {{ACM}},
year = {2017}
}
@inproceedings{DBLP:conf/dac/ShrivastavaMKDA17,
author = {Aviral Shrivastava and
Mohammadreza Mehrabian and
Mohammad Khayatian and
Patricia Derler and
Hugo A. Andrade and
Kevin B. Stanton and
Ya{-}Shian Li{-}Baboud and
Edward R. Griffor and
Marc Weiss and
John C. Eidson},
title = {A Testbed to Verify the Timing Behavior of Cyber-Physical Systems:
Invited},
booktitle = {{DAC}},
pages = {69:1--69:6},
publisher = {{ACM}},
year = {2017}
}
@inproceedings{DBLP:conf/date/CaiKKSL17,
author = {Jian Cai and
Yooseong Kim and
Youngbin Kim and
Aviral Shrivastava and
Kyoungwoo Lee},
title = {Reducing code management overhead in software-managed multicores},
booktitle = {{DATE}},
pages = {1241--1244},
publisher = {{IEEE}},
year = {2017}
}
@inproceedings{DBLP:conf/iccad/DidehbanSL17,
author = {Moslem Didehban and
Aviral Shrivastava and
Sai Ram Dheeraj Lokam},
title = {{NEMESIS:} {A} software approach for computing in presence of soft
errors},
booktitle = {{ICCAD}},
pages = {297--304},
publisher = {{IEEE}},
year = {2017}
}
@incollection{DBLP:reference/hwswco/HaTHGMDESGB17,
author = {Soonhoi Ha and
J{\"{u}}rgen Teich and
Christian Haubelt and
Michael Gla{\ss} and
Tulika Mitra and
Rainer D{\"{o}}mer and
Petru Eles and
Aviral Shrivastava and
Andreas Gerstlauer and
Shuvra S. Bhattacharyya},
title = {Introduction to Hardware/Software Codesign},
booktitle = {Handbook of Hardware/Software Codesign},
pages = {3--26},
publisher = {Springer},
year = {2017}
}
@incollection{DBLP:reference/hwswco/ShrivastavaC17,
author = {Aviral Shrivastava and
Jian Cai},
title = {Hardware-Aware Compilation},
booktitle = {Handbook of Hardware/Software Codesign},
pages = {795--827},
publisher = {Springer},
year = {2017}
}
@article{DBLP:journals/corr/KrishnaKSTT17,
author = {Shankara Narayanan Krishna and
Aviral Kumar and
Fabio Somenzi and
Behrouz Touri and
Ashutosh Trivedi},
title = {The Reach-Avoid Problem for Constant-Rate Multi-Mode Systems},
journal = {CoRR},
volume = {abs/1707.04151},
year = {2017}
}
@article{DBLP:journals/corr/abs-1711-03050,
author = {Olivier Fl{\"{u}}ckiger and
Gabriel Scherer and
Ming{-}Ho Yee and
Aviral Goel and
Amal Ahmed and
Jan Vitek},
title = {Correctness of Speculative Optimizations with Dynamic Deoptimization},
journal = {CoRR},
volume = {abs/1711.03050},
year = {2017}
}
@article{DBLP:journals/iet-cdt/ShrivastavaDCSD16,
author = {Aviral Shrivastava and
Nikil D. Dutt and
Jian Cai and
Majid Shoushtari and
Bryan Donyanavard and
Hossein Tajik},
title = {Automatic management of Software Programmable Memories in Many-core
Architectures},
journal = {{IET} Comput. Digit. Tech.},
volume = {10},
number = {6},
pages = {288--298},
year = {2016}
}
@article{DBLP:journals/ploscb/DrawertHBBBDDGG16,
author = {Brian Drawert and
Andreas Hellander and
Benjamin B. Bales and
Debjani Banerjee and
Giovanni Bellesia and
Bernie J. Daigle Jr. and
Geoffrey Douglas and
Mengyuan Gu and
Anand Gupta and
Stefan Hellander and
Christopher B. Horuk and
Dibyendu Nath and
Aviral Takkar and
Sheng Wu and
Per L{\"{o}}tstedt and
Chandra Krintz and
Linda R. Petzold},
title = {Stochastic Simulation Service: Bridging the Gap between the Computational
Expert and the Biologist},
journal = {PLoS Comput. Biol.},
volume = {12},
number = {12},
year = {2016}
}
@inproceedings{DBLP:conf/asap/CaiS16,
author = {Jian Cai and
Aviral Shrivastava},
title = {Efficient pointer management of stack data for software managed multicores},
booktitle = {{ASAP}},
pages = {67--74},
publisher = {{IEEE} Computer Society},
year = {2016}
}
@inproceedings{DBLP:conf/asap/TanikellaKJLS16,
author = {Karthik Tanikella and
Yohan Ko and
Reiley Jeyapaul and
Kyoungwoo Lee and
Aviral Shrivastava},
title = {gemV: {A} validated toolset for the early exploration of system reliability},
booktitle = {{ASAP}},
pages = {159--163},
publisher = {{IEEE} Computer Society},
year = {2016}
}
@inproceedings{DBLP:conf/codes/ShrivastavaDLSK16,
author = {Aviral Shrivastava and
Patricia Derler and
Ya{-}Shian Li{-}Baboud and
Kevin B. Stanton and
Mohammad Khayatian and
Hugo A. Andrade and
Marc Weiss and
John C. Eidson and
Sundeep Chandhoke},
title = {Time in cyber-physical systems},
booktitle = {{CODES+ISSS}},
pages = {4:1--4:10},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/dac/DidehbanS16,
author = {Moslem Didehban and
Aviral Shrivastava},
title = {nZDC: a compiler technique for near zero silent data corruption},
booktitle = {{DAC}},
pages = {48:1--48:6},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/gis/VermaGSGMC16,
author = {Rohit Verma and
Surjya Ghosh and
Aviral Shrivastava and
Niloy Ganguly and
Bivas Mitra and
Sandip Chakraborty},
title = {Unsupervised annotated city traffic map generation},
booktitle = {{SIGSPATIAL/GIS}},
pages = {59:1--59:4},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/iccad/KimCKLS16,
author = {Youngbin Kim and
Jian Cai and
Yooseong Kim and
Kyoungwoo Lee and
Aviral Shrivastava},
title = {Splitting functions in code management on scratchpad memories},
booktitle = {{ICCAD}},
pages = {60},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/infocom/VermaSMSGNC16,
author = {Rohit Verma and
Aviral Shrivastava and
Bivas Mitra and
Sujoy Saha and
Niloy Ganguly and
Subrata Nandi and
Sandip Chakraborty},
title = {UrbanEye: An outdoor localization system for public transport},
booktitle = {{INFOCOM}},
pages = {1--9},
publisher = {{IEEE}},
year = {2016}
}
@inproceedings{DBLP:conf/memsys/GuoSST16,
author = {Xiaochen Guo and
Aviral Shrivastava and
Michael F. Spear and
Gang Tan},
title = {Languages Must Expose Memory Heterogeneity},
booktitle = {{MEMSYS}},
pages = {251--256},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/mobisys/VermaSCM16,
author = {Rohit Verma and
Aviral Shrivastava and
Sandip Chakraborty and
Bivas Mitra},
title = {Margdarshak: {A} Mobile Data Analytics based Commute Time Estimator
cum Route Recommender},
booktitle = {WPA@MobiSys},
pages = {31--36},
publisher = {{ACM}},
year = {2016}
}
@inproceedings{DBLP:conf/vlsid/CaiS16,
author = {Jian Cai and
Aviral Shrivastava},
title = {Software Coherence Management on Non-coherent Cache Multi-cores},
booktitle = {{VLSID}},
pages = {397--402},
publisher = {{IEEE} Computer Society},
year = {2016}
}
@article{DBLP:journals/tecs/LuBS15,
author = {Jing Lu and
Ke Bai and
Aviral Shrivastava},
title = {Efficient Code Assignment Techniques for Local Memory on Software
Managed Multicores},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {14},
number = {4},
pages = {71:1--71:24},
year = {2015}
}
@article{DBLP:journals/tecs/PagerJS15,
author = {Jared Pager and
Reiley Jeyapaul and
Aviral Shrivastava},
title = {A Software Scheme for Multithreading on CGRAs},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {14},
number = {1},
pages = {19:1--19:26},
year = {2015}
}
@inproceedings{DBLP:conf/cases/DillSO15,
author = {Russ Dill and
Aviral Shrivastava and
Hyunok Oh},
title = {Optimization of multi-channel {BCH} error decoding for common cases},
booktitle = {{CASES}},
pages = {59--68},
publisher = {{IEEE}},
year = {2015}
}
@inproceedings{DBLP:conf/dac/KoJKLS15,
author = {Yohan Ko and
Reiley Jeyapaul and
Youngbin Kim and
Kyoungwoo Lee and
Aviral Shrivastava},
title = {Guidelines to design parity protected write-back {L1} data cache},
booktitle = {{DAC}},
pages = {24:1--24:6},
publisher = {{ACM}},
year = {2015}
}
@inproceedings{DBLP:conf/date/RajendranRadhika15,
author = {ShriHari RajendranRadhika and
Aviral Shrivastava and
Mahdi Hamzeh},
title = {Path selection based acceleration of conditionals in CGRAs},
booktitle = {{DATE}},
pages = {121--126},
publisher = {{ACM}},
year = {2015}
}
@inproceedings{DBLP:conf/date/RawatS15,
author = {Tushar Rawat and
Aviral Shrivastava},
title = {Enabling multi-threaded applications on hybrid shared memory manycore
architectures},
booktitle = {{DATE}},
pages = {742--747},
publisher = {{ACM}},
year = {2015}
}
@inproceedings{DBLP:conf/reconfig/AndradeDELSSW15,
author = {Hugo A. Andrade and
Patricia Derler and
John C. Eidson and
Ya{-}Shian Li{-}Baboud and
Aviral Shrivastava and
Kevin B. Stanton and
Marc Weiss},
title = {Towards a reconfigurable distributed testbed to enable advanced research
and development of timing and synchronization in cyber-physical systems},
booktitle = {ReConFig},
pages = {1--6},
publisher = {{IEEE}},
year = {2015}
}
@inproceedings{DBLP:conf/rtas/KimBLZSO15,
author = {Hokeun Kim and
David Broman and
Edward A. Lee and
Michael Zimmer and
Aviral Shrivastava and
Junkwang Oh},
title = {A predictable and command-level priority-based {DRAM} controller for
mixed-criticality systems},
booktitle = {{RTAS}},
pages = {317--326},
publisher = {{IEEE} Computer Society},
year = {2015}
}
@article{DBLP:journals/corr/VeitWVBDAACCCDD15,
author = {Andreas Veit and
Michael J. Wilber and
Rajan Vaish and
Serge J. Belongie and
James Davis and
Vishal Anand and
Anshu Aviral and
Prithvijit Chakrabarty and
Yash Chandak and
Sidharth Chaturvedi and
Chinmaya Devaraj and
Ankit Dhall and
Utkarsh Dwivedi and
Sanket Gupte and
Sharath N. Sridhar and
Karthik Paga and
Anuj Pahuja and
Aditya Raisinghani and
Ayush Sharma and
Shweta Sharma and
Darpana Sinha and
Nisarg Thakkar and
K. Bala Vignesh and
Utkarsh Verma and
Kanniganti Abhishek and
Amod Agrawal and
Arya Aishwarya and
Aurgho Bhattacharjee and
Sarveshwaran Dhanasekar and
Venkata Karthik Gullapalli and
Shuchita Gupta and
Chandana G and
Kinjal Jain and
Simran Kapur and
Meghana Kasula and
Shashi Kumar and
Parth Kundaliya and
Utkarsh Mathur and
Alankrit Mishra and
Aayush Mudgal and
Aditya Nadimpalli and
Munakala Sree Nihit and
Akanksha Periwal and
Ayush Sagar and
Ayush Shah and
Vikas Sharma and
Yashovardhan Sharma and
Faizal Siddiqui and
Virender Singh and
Abhinav S. and
Pradyumna Tambwekar and
Rashida Taskin and
Ankit Tripathi and
Anurag D. Yadav},
title = {On Optimizing Human-Machine Task Assignments},
journal = {CoRR},
volume = {abs/1509.07543},
year = {2015}
}
@article{DBLP:journals/tpds/JeyapaulHRSL14,
author = {Reiley Jeyapaul and
Fei Hong and
Abhishek Rhisheekesan and
Aviral Shrivastava and
Kyoungwoo Lee},
title = {UnSync-CMP: Multicore {CMP} Architecture for Energy-Efficient Soft-Error
Reliability},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {25},
number = {1},
pages = {254--263},
year = {2014}
}
@inproceedings{DBLP:conf/cases/HoltonBSR14,
author = {Bryce Holton and
Ke Bai and
Aviral Shrivastava and
Harini Ramaprasad},
title = {Construction of {GCCFG} for inter-procedural optimizations in Software
Managed Manycore {(SMM)} architectures},
booktitle = {{CASES}},
pages = {18:1--18:10},
publisher = {{ACM}},
year = {2014}
}
@inproceedings{DBLP:conf/dac/HamzehSV14,
author = {Mahdi Hamzeh and
Aviral Shrivastava and
Sarma B. K. Vrudhula},
title = {Branch-Aware Loop Mapping on CGRAs},
booktitle = {{DAC}},
pages = {107:1--107:6},
publisher = {{ACM}},
year = {2014}
}
@inproceedings{DBLP:conf/dac/ShrivastavaRJW14,
author = {Aviral Shrivastava and
Abhishek Rhisheekesan and
Reiley Jeyapaul and
Carole{-}Jean Wu},
title = {Quantitative Analysis of Control Flow Checking Mechanisms for Soft
Errors},
booktitle = {{DAC}},
pages = {13:1--13:6},
publisher = {{ACM}},
year = {2014}
}
@inproceedings{DBLP:conf/rtas/KimBCS14,
author = {Yooseong Kim and
David Broman and
Jian Cai and
Aviral Shrivastava},
title = {WCET-aware dynamic code management on scratchpads for Software-Managed
Multicores},
booktitle = {{RTAS}},
pages = {179--188},
publisher = {{IEEE} Computer Society},
year = {2014}
}
@inproceedings{DBLP:conf/sirs/BhatejaVRMS14,
author = {Vikrant Bhateja and
Aviral Verma and
Kartikeya Rastogi and
Chirag Malhotra and
Suresh Chandra Satapathy},
title = {Performance Improvement of Decision Median Filter for Suppression
of Salt and Pepper Noise},
booktitle = {{SIRS}},
series = {Advances in Intelligent Systems and Computing},
volume = {264},
pages = {287--297},
publisher = {Springer},
year = {2014}
}
@article{DBLP:journals/tecs/BaiS13,
author = {Ke Bai and
Aviral Shrivastava},
title = {A software-only scheme for managing heap data on limited local memory(LLM)
multicore processors},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {13},
number = {1},
pages = {5:1--5:18},
year = {2013}
}
@article{DBLP:journals/tecs/KimS13,
author = {Yooseong Kim and
Aviral Shrivastava},
title = {Memory performance estimation of {CUDA} programs},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {13},
number = {2},
pages = {21:1--21:22},
year = {2013}
}
@article{DBLP:journals/tecs/LeeS13,
author = {Jongeun Lee and
Aviral Shrivastava},
title = {Software-based register file vulnerability reduction for embedded
processors},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {13},
number = {1s},
pages = {38:1--38:20},
year = {2013}
}
@article{DBLP:journals/todaes/JeyapaulS13,
author = {Reiley Jeyapaul and
Aviral Shrivastava},
title = {Enabling energy efficient reliability in embedded systems through
smart cache cleaning},
journal = {{ACM} Trans. Design Autom. Electr. Syst.},
volume = {18},
number = {4},
pages = {53:1--53:25},
year = {2013}
}
@inproceedings{DBLP:conf/codes/BaiLSH13,
author = {Ke Bai and
Jing Lu and
Aviral Shrivastava and
Bryce Holton},
title = {{CMSM:} An efficient and effective Code Management for Software Managed
Multicores},
booktitle = {{CODES+ISSS}},
pages = {11:1--11:9},
publisher = {{IEEE}},
year = {2013}
}
@inproceedings{DBLP:conf/dac/HamzehSV13,
author = {Mahdi Hamzeh and
Aviral Shrivastava and
Sarma B. K. Vrudhula},
title = {REGIMap: register-aware application mapping on coarse-grained reconfigurable
architectures (CGRAs)},
booktitle = {{DAC}},
pages = {18:1--18:10},
publisher = {{ACM}},
year = {2013}
}
@inproceedings{DBLP:conf/dac/LuBS13,
author = {Jing Lu and
Ke Bai and
Aviral Shrivastava},
title = {{SSDM:} smart stack data management for software managed multicores
(SMMs)},
booktitle = {{DAC}},
pages = {149:1--149:8},
publisher = {{ACM}},
year = {2013}
}
@inproceedings{DBLP:conf/date/BaiS13,
author = {Ke Bai and
Aviral Shrivastava},
title = {Automatic and efficient heap data management for limited local memory
multicore architectures},
booktitle = {{DATE}},
pages = {593--598},
publisher = {{EDA} Consortium San Jose, CA, {USA} / {ACM} {DL}},
year = {2013}
}
@inproceedings{DBLP:conf/icacci/NigamCM13,
author = {Aviral Nigam and
Snehal Chauhan and
Varsha Murali},
title = {Rent or self-execute? Resource management strategies for cloud providers},
booktitle = {{ICACCI}},
pages = {1657--1661},
publisher = {{IEEE}},
year = {2013}
}
@article{DBLP:journals/tecs/LeeS12,
author = {Jongeun Lee and
Aviral Shrivastava},
title = {{PICA:} Processor Idle Cycle Aggregation for Energy-Efficient Embedded
Systems},
journal = {{ACM} Trans. Embed. Comput. Syst.},
volume = {11},
number = {2},
pages = {26:1--26:27},
year = {2012}
}
@article{DBLP:journals/tvlsi/HongSL12,
author = {Fei Hong and
Aviral Shrivastava and
Jongeun Lee},
title = {Return Data Interleaving for Multi-Channel Embedded CMPs Systems},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {20},
number = {7},
pages = {1351--1354},
year = {2012}
}
@inproceedings{DBLP:conf/codes/LeeSJ12,
author = {Kyoungwoo Lee and
Aviral Shrivastava and
Reiley Jeyapaul},
title = {Soft errors: the hardware-software interface},
booktitle = {{CODES+ISSS}},
pages = {577--578},
publisher = {{ACM}},
year = {2012}
}
@inproceedings{DBLP:conf/dac/HamzehSV12,
author = {Mahdi Hamzeh and
Aviral Shrivastava and
Sarma B. K. Vrudhula},
title = {EPIMap: using epimorphism to map applications on CGRAs},
booktitle = {{DAC}},
pages = {1284--1291},
publisher = {{ACM}},
year = {2012}
}
@inproceedings{DBLP:conf/glvlsi/PatronikBBPS12,
author = {Piotr Patronik and
Krzysztof S. Berezowski and
Janusz Biernat and
Stanislaw J. Piestrak and
Aviral Shrivastava},
title = {Design of an {RNS} reverse converter for a new five-moduli special
set},
booktitle = {{ACM} Great Lakes Symposium on {VLSI}},
pages = {67--70},
publisher = {{ACM}},
year = {2012}
}
@article{DBLP:journals/corr/abs-1204-6653,
author = {Vini Katyal and
Aviral and
Deepesh Srivastava},
title = {Elimination of Glass Artifacts and Object Segmentation},
journal = {CoRR},
volume = {abs/1204.6653},
year = {2012}
}
@article{DBLP:journals/corr/abs-1206-5157,
author = {Vini Katyal and
Aviral},
title = {Leaf vein segmentation using Odd Gabor filters and morphological operations},
journal = {CoRR},
volume = {abs/1206.5157},
year = {2012}
}
@article{DBLP:journals/cce/ShuklaPV11,
author = {Aviral Shukla and
Joseph F. Pekny and
Venkat Venkatasubramanian},
title = {An optimization framework for cost effective design of refueling station
infrastructure for alternative fuel vehicles},
journal = {Comput. Chem. Eng.},
volume = {35},
number = {8},
pages = {1431--1438},
year = {2011}
}
@article{DBLP:journals/tcad/KimLSYCP11,
author = {Yongjoo Kim and
Jongeun Lee and
Aviral Shrivastava and
Jonghee W. Yoon and
Doosan Cho and
Yunheung Paek},
title = {High Throughput Data Mapping for Coarse-Grained Reconfigurable Architectures},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {30},
number = {11},
pages = {1599--1609},
year = {2011}
}
@article{DBLP:journals/tcad/LeeS11,
author = {Jongeun Lee and
Aviral Shrivastava},
title = {Static Analysis of Register File Vulnerability},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {30},
number = {4},
pages = {607--616},
year = {2011}
}
@article{DBLP:journals/todaes/KimLSP11,
author = {Yongjoo Kim and
Jongeun Lee and
Aviral Shrivastava and
Yunheung Paek},
title = {Memory access optimization in compilation for coarse-grained reconfigurable
architectures},
journal = {{ACM} Trans. Design Autom. Electr. Syst.},
volume = {16},
number = {4},
pages = {42:1--42:27},
year = {2011}
}
@inproceedings{DBLP:conf/asap/BaiSK11,
author = {Ke Bai and
Aviral Shrivastava and
Saleel Kudchadker},
title = {Stack data management for Limited Local Memory {(LLM)} multi-core
processors},
booktitle = {{ASAP}},
pages = {231--234},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@inproceedings{DBLP:conf/cases/BaiLS11,
author = {Ke Bai and
Di Lu and
Aviral Shrivastava},
title = {Vector class on limited local memory {(LLM)} multi-core processors},
booktitle = {{CASES}},
pages = {215--224},
publisher = {{ACM}},
year = {2011}
}
@inproceedings{DBLP:conf/cases/JeyapaulS11,
author = {Reiley Jeyapaul and
Aviral Shrivastava},
title = {Smart cache cleaning: energy efficient vulnerability reduction in
embedded processors},
booktitle = {{CASES}},
pages = {105--114},
publisher = {{ACM}},
year = {2011}
}
@inproceedings{DBLP:conf/codes/LuKSH11,
author = {Jing Lu and
Yooseong Kim and
Aviral Shrivastava and
Chuan Huang},
title = {Branch penalty reduction on {IBM} cell SPUs via software branch hinting},
booktitle = {{CODES+ISSS}},
pages = {355--364},
publisher = {{ACM}},
year = {2011}
}
@inproceedings{DBLP:conf/dac/KimS11,
author = {Yooseong Kim and
Aviral Shrivastava},
title = {CuMAPz: a tool to analyze memory access patterns in {CUDA}},
booktitle = {{DAC}},
pages = {128--133},
publisher = {{ACM}},
year = {2011}
}
@inproceedings{DBLP:conf/icpp/JeyapaulHRSL11,
author = {Reiley Jeyapaul and
Fei Hong and
Abhishek Rhisheekesan and
Aviral Shrivastava and
Kyoungwoo Lee},
title = {UnSync: {A} Soft Error Resilient Redundant Multicore Architecture},
booktitle = {{ICPP}},
pages = {632--641},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@inproceedings{DBLP:conf/icpp/ShrivastavaPJHV11,
author = {Aviral Shrivastava and
Jared Pager and
Reiley Jeyapaul and
Mahdi Hamzeh and
Sarma B. K. Vrudhula},
title = {Enabling Multithreading on CGRAs},
booktitle = {{ICPP}},
pages = {255--264},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@inproceedings{DBLP:conf/islped/PatronikBPBS11,
author = {Piotr Patronik and
Krzysztof S. Berezowski and
Stanislaw J. Piestrak and
Janusz Biernat and
Aviral Shrivastava},
title = {Fast and energy-efficient constant-coefficient {FIR} filters using
residue number system},
booktitle = {{ISLPED}},
pages = {385--390},
publisher = {{IEEE/ACM}},
year = {2011}
}
@inproceedings{DBLP:conf/vlsid/JainSC11,
author = {Aarul Jain and
Aviral Shrivastava and
Chaitali Chakrabarti},
title = {{LA-LRU:} {A} Latency-Aware Replacement Policy for Variation Tolerant
Caches},
booktitle = {{VLSI} Design},
pages = {298--303},
publisher = {{IEEE} Computer Society},
year = {2011}
}
@article{DBLP:journals/ijpp/JeyapaulS10,
author = {Reiley Jeyapaul and
Aviral Shrivastava},
title = {Code Transformations for {TLB} Power Reduction},
journal = {Int. J. Parallel Program.},
volume = {38},
number = {3-4},
pages = {254--276},
year = {2010}
}
@article{DBLP:journals/tcad/LeeS10,
author = {Jongeun Lee and
Aviral Shrivastava},
title = {A Compiler-Microarchitecture Hybrid Approach to Soft Error Reduction
for Register Files},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {29},
number = {7},
pages = {1018--1027},
year = {2010}
}
@article{DBLP:journals/todaes/LeeSDV10,
author = {Kyoungwoo Lee and
Aviral Shrivastava and
Nikil D. Dutt and
Nalini Venkatasubramanian},
title = {Partitioning techniques for partially protected caches in resource-constrained
embedded systems},
journal = {{ACM} Trans. Design Autom. Electr. Syst.},
volume = {15},
number = {4},
pages = {30:1--30:30},
year = {2010}
}
@article{DBLP:journals/tvlsi/ShrivastavaKBV10,
author = {Aviral Shrivastava and
Deepa Kannan and
Sarvesh Bhardwaj and
Sarma B. K. Vrudhula},
title = {Reducing Functional Unit Power Consumption and its Variation Using
Leakage Sensors},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {18},
number = {6},
pages = {988--997},
year = {2010}
}
@inproceedings{DBLP:conf/asap/JungSB10,
author = {Seung Chul Jung and
Aviral Shrivastava and
Ke Bai},
title = {Dynamic code mapping for limited local memory systems},
booktitle = {{ASAP}},
pages = {13--20},
publisher = {{IEEE} Computer Society},
year = {2010}
}
@inproceedings{DBLP:conf/codes/AaRMSSH10,
author = {Tom Vander Aa and
Praveen Raghavan and
Scott A. Mahlke and
Bjorn De Sutter and
Aviral Shrivastava and
Frank Hannig},
title = {Compilation techniques for CGRAs: exploring all parallelization approaches},
booktitle = {{CODES+ISSS}},
pages = {185--186},
publisher = {{ACM}},
year = {2010}
}
@inproceedings{DBLP:conf/codes/BaiS10,
author = {Ke Bai and
Aviral Shrivastava},
title = {Heap data management for limited local memory {(LLM)} multi-core processors},
booktitle = {{CODES+ISSS}},
pages = {317--326},
publisher = {{ACM}},
year = {2010}
}
@inproceedings{DBLP:conf/date/BoydSS10,
author = {Jeffrey Boyd and
Hari Sundaram and
Aviral Shrivastava},
title = {Power-accuracy tradeoffs in human activity transition detection},
booktitle = {{DATE}},
pages = {1524--1529},
publisher = {{IEEE} Computer Society},
year = {2010}
}
@inproceedings{DBLP:conf/hipeac/KimLSYP10,
author = {Yongjoo Kim and
Jongeun Lee and
Aviral Shrivastava and
Jonghee W. Yoon and
Yunheung Paek},
title = {Memory-Aware Application Mapping on Coarse-Grained Reconfigurable
Arrays},
booktitle = {HiPEAC},
series = {Lecture Notes in Computer Science},
volume = {5952},
pages = {171--185},
publisher = {Springer},
year = {2010}
}
@inproceedings{DBLP:conf/lctrts/KimLSP10,
author = {Yongjoo Kim and
Jongeun Lee and
Aviral Shrivastava and
Yunheung Paek},
title = {Operation and data mapping for CGRAs with multi-bank memory},
booktitle = {{LCTES}},
pages = {17--26},
publisher = {{ACM}},
year = {2010}
}
@inproceedings{DBLP:conf/lctrts/ShrivastavaLJ10,
author = {Aviral Shrivastava and
Jongeun Lee and
Reiley Jeyapaul},
title = {Cache vulnerability equations for protecting data in embedded processor
caches from soft errors},
booktitle = {{LCTES}},
pages = {143--152},
publisher = {{ACM}},
year = {2010}
}
@inproceedings{DBLP:conf/scopes/JeyapaulS10,
author = {Reiley Jeyapaul and
Aviral Shrivastava},
title = {{B2P2:} bounds based procedure placement for instruction {TLB} power
reduction in embedded systems},
booktitle = {{SCOPES}},
pages = {2},
publisher = {{ACM}},
year = {2010}
}
@article{DBLP:journals/tcad/ShrivastavaIDPP09,
author = {Aviral Shrivastava and
Ilya Issenin and
Nikil D. Dutt and
Sanghyun Park and
Yunheung Paek},
title = {Compiler-in-the-Loop Design Space Exploration Framework for Energy
Reduction in Horizontally Partitioned Cache Architectures},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {28},
number = {3},
pages = {461--465},
year = {2009}
}
@article{DBLP:journals/tcad/ShrivastavaKL09,
author = {Aviral Shrivastava and
Arun Kannan and
Jongeun Lee},
title = {A Software-Only Solution to Use Scratch Pads for Stack Data},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {28},
number = {11},
pages = {1719--1727},
year = {2009}
}
@article{DBLP:journals/tvlsi/LeeSIDV09,
author = {Kyoungwoo Lee and
Aviral Shrivastava and
Ilya Issenin and
Nikil D. Dutt and
Nalini Venkatasubramanian},
title = {Partially Protected Caches to Reduce Failures Due to Soft Errors in
Multimedia Applications},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {17},
number = {9},
pages = {1343--1347},
year = {2009}
}
@article{DBLP:journals/tvlsi/YoonSPAP09,
author = {Jonghee W. Yoon and
Aviral Shrivastava and
Sanghyun Park and
Minwook Ahn and
Yunheung Paek},
title = {A Graph Drawing Based Spatial Mapping Algorithm for Coarse-Grained
Reconfigurable Architectures},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {17},
number = {11},
pages = {1565--1578},
year = {2009}
}
@inproceedings{DBLP:conf/aspdac/KannanSPL09,
author = {Arun Kannan and
Aviral Shrivastava and
Amit Pabalkar and
Jongeun Lee},
title = {A software solution for dynamic stack management on scratch pad memory},
booktitle = {{ASP-DAC}},
pages = {612--617},
publisher = {{IEEE}},
year = {2009}
}
@inproceedings{DBLP:conf/aspdac/LeeS09,
author = {Jongeun Lee and
Aviral Shrivastava},
title = {Compiler-managed register file protection for energy-efficient soft
error reduction},
booktitle = {{ASP-DAC}},
pages = {618--623},
publisher = {{IEEE}},
year = {2009}
}
@inproceedings{DBLP:conf/cases/ChokshiBSP09,
author = {Rooju Chokshi and
Krzysztof S. Berezowski and
Aviral Shrivastava and
Stanislaw J. Piestrak},
title = {Exploiting residue number system for power-efficient digital signal
processing in embedded processors},
booktitle = {{CASES}},
pages = {19--28},
publisher = {{ACM}},
year = {2009}
}
@inproceedings{DBLP:conf/date/LeeS09,
author = {Jongeun Lee and
Aviral Shrivastava},
title = {Static analysis to mitigate soft errors in register files},
booktitle = {{DATE}},
pages = {1367--1372},
publisher = {{IEEE}},
year = {2009}
}
@inproceedings{DBLP:conf/date/MylavarapuCSLG09,
author = {Sai Krishna Mylavarapu and
Siddharth Choudhuri and
Aviral Shrivastava and
Jongeun Lee and
Tony Givargis},
title = {{FSAF:} File system aware flash translation layer for {NAND} Flash
Memories},
booktitle = {{DATE}},
pages = {399--404},
publisher = {{IEEE}},
year = {2009}
}
@inproceedings{DBLP:conf/lctrts/LeeS09,
author = {Jongeun Lee and
Aviral Shrivastava},
title = {A compiler optimization to reduce soft errors in register files},
booktitle = {{LCTES}},
pages = {41--49},
publisher = {{ACM}},
year = {2009}
}
@inproceedings{DBLP:conf/vlsid/JeyapaulMS09,
author = {Reiley Jeyapaul and
Sandeep Marathe and
Aviral Shrivastava},
title = {Code Transformations for {TLB} Power Reduction},
booktitle = {{VLSI} Design},
pages = {413--418},
publisher = {{IEEE} Computer Society},
year = {2009}
}
@article{DBLP:journals/tcad/ParkSDDNPE08,
author = {Sanghyun Park and
Aviral Shrivastava and
Nikil D. Dutt and
Alexandru Nicolau and
Yunheung Paek and
Eugene Earlie},
title = {Register File Power Reduction Using Bypass Sensitive Compiler},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {27},
number = {6},
pages = {1155--1159},
year = {2008}
}
@inproceedings{DBLP:conf/aspdac/ShrivastavaID08,
author = {Aviral Shrivastava and
Ilya Issenin and
Nikil D. Dutt},
title = {A Compiler-in-the-Loop framework to explore Horizontally Partitioned
Cache architectures},
booktitle = {{ASP-DAC}},
pages = {328--333},
publisher = {{IEEE}},
year = {2008}
}
@inproceedings{DBLP:conf/aspdac/YoonSPAJP08,
author = {Jonghee W. Yoon and
Aviral Shrivastava and
Sanghyun Park and
Minwook Ahn and
Reiley Jeyapaul and
Yunheung Paek},
title = {{SPKM} : {A} novel graph drawing based algorithm for application mapping
onto coarse-grained reconfigurable architectures},
booktitle = {{ASP-DAC}},
pages = {776--782},
publisher = {{IEEE}},
year = {2008}
}
@inproceedings{DBLP:conf/codes/LeeS08,
author = {Jongeun Lee and
Aviral Shrivastava},
title = {Static analysis of processor stall cycle aggregation},
booktitle = {{CODES+ISSS}},
pages = {25--30},
publisher = {{ACM}},
year = {2008}
}
@inproceedings{DBLP:conf/date/ParkSP08,
author = {Sanghyun Park and
Aviral Shrivastava and
Yunheung Paek},
title = {Hiding Cache Miss Penalty Using Priority-based Execution for Embedded
Processors},
booktitle = {{DATE}},
pages = {1190--1195},
publisher = {{ACM}},
year = {2008}
}
@inproceedings{DBLP:conf/hipc/PabalkarSKL08,
author = {Amit Pabalkar and
Aviral Shrivastava and
Arun Kannan and
Jongeun Lee},
title = {{SDRM:} Simultaneous Determination of Regions and Function-to-Region
Mapping for Scratchpad Memories},
booktitle = {HiPC},
series = {Lecture Notes in Computer Science},
volume = {5374},
pages = {569--582},
publisher = {Springer},
year = {2008}
}
@inproceedings{DBLP:conf/ifip10-3/LeeSDV08,
author = {Kyoungwoo Lee and
Aviral Shrivastava and
Nikil D. Dutt and
Nalini Venkatasubramanian},
title = {Data Partitioning Techniques for Partially Protected Caches to Reduce
Soft Error Induced Failures},
booktitle = {{DIPES}},
series = {{IFIP}},
volume = {271},
pages = {213--225},
publisher = {Springer},
year = {2008}
}
@inproceedings{DBLP:conf/mm/LeeSKDV08,
author = {Kyoungwoo Lee and
Aviral Shrivastava and
Minyoung Kim and
Nikil D. Dutt and
Nalini Venkatasubramanian},
title = {Mitigating the impact of hardware defects on multimedia applications:
a cross-layer approach},
booktitle = {{ACM} Multimedia},
pages = {319--328},
publisher = {{ACM}},
year = {2008}
}
@inproceedings{DBLP:conf/vlsid/KannanGSDK08,
author = {Deepa Kannan and
Aseem Gupta and
Aviral Shrivastava and
Nikil D. Dutt and
Fadi J. Kurdahi},
title = {{PTSMT:} {A} Tool for Cross-Level Power, Performance, and Thermal
Exploration of {SMT} Processors},
booktitle = {{VLSI} Design},
pages = {421--427},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/vlsid/KannanSBV08,
author = {Deepa Kannan and
Aviral Shrivastava and
Sarvesh Bhardwaj and
Sarma B. K. Vrudhula},
title = {Power Reduction of Functional Units Considering Temperature and Process
Variations},
booktitle = {{VLSI} Design},
pages = {533--539},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@inproceedings{DBLP:conf/vlsid/KannanSMBV08,
author = {Deepa Kannan and
Aviral Shrivastava and
Vipin Mohan and
Sarvesh Bhardwaj and
Sarma B. K. Vrudhula},
title = {Temperature and Process Variations Aware Power Gating of Functional
Units},
booktitle = {{VLSI} Design},
pages = {515--520},
publisher = {{IEEE} Computer Society},
year = {2008}
}
@article{DBLP:journals/prl/ChoudhuryPC07,
author = {Biswarup Choudhury and
Aviral Pandey and
Sharat Chandran},
title = {Efficient image updates using light fields},
journal = {Pattern Recognit. Lett.},
volume = {28},
number = {3},
pages = {375--383},
year = {2007}
}
@article{DBLP:journals/tcad/ShrivastavaPEDNP07,
author = {Aviral Shrivastava and
Sanghyun Park and
Eugene Earlie and
Nikil D. Dutt and
Alexandru Nicolau and
Yunheung Paek},
title = {Automatic Design Space Exploration of Register Bypasses in Embedded
Processors},
journal = {{IEEE} Trans. Comput. Aided Des. Integr. Circuits Syst.},
volume = {26},
number = {12},
pages = {2102--2115},
year = {2007}
}
@inproceedings{DBLP:conf/codes/BakerSC07,
author = {Michael A. Baker and
Aviral Shrivastava and
Karam S. Chatha},
title = {Smart driver for power reduction in next generation bistable electrophoretic
display technology},
booktitle = {{CODES+ISSS}},
pages = {197--202},
publisher = {{ACM}},
year = {2007}
}
@inproceedings{DBLP:conf/date/ZhuSD07,
author = {Qiang Zhu and
Aviral Shrivastava and
Nikil D. Dutt},
title = {Interactive presentation: Functional and timing validation of partially
bypassed processor pipelines},
booktitle = {{DATE}},
pages = {1164--1169},
publisher = {{EDA} Consortium, San Jose, CA, {USA}},
year = {2007}
}
@inproceedings{DBLP:conf/icc/MisraXS07,
author = {Satyajayant Misra and
Guoliang Xue and
Aviral Shrivastava},
title = {Robust Localization in Wireless Sensor Networks through the Revocation
of Malicious Anchors},
booktitle = {{ICC}},
pages = {3057--3062},
publisher = {{IEEE}},
year = {2007}
}
@incollection{DBLP:books/crc/CRCcompiler2007/ShrivastavaD07,
author = {Aviral Shrivastava and
Nikil D. Dutt},
title = {Compiler Aided Design of Embedded Computers},
booktitle = {The Compiler Design Handbook, 2nd ed},
pages = {3},
publisher = {{CRC} Press},
year = {2007}
}
@article{DBLP:journals/todaes/MishraSD06,
author = {Prabhat Mishra and
Aviral Shrivastava and
Nikil D. Dutt},
title = {Architecture description language (ADL)-driven software toolkit generation
for architectural exploration of programmable SOCs},
journal = {{ACM} Trans. Design Autom. Electr. Syst.},
volume = {11},
number = {3},
pages = {626--658},
year = {2006}
}
@article{DBLP:journals/todaes/ShrivastavaBHDN06,
author = {Aviral Shrivastava and
Partha Biswas and
Ashok Halambi and
Nikil D. Dutt and
Alexandru Nicolau},
title = {Compilation framework for code size reduction using reduced bit-width
ISAs (rISAs)},
journal = {{ACM} Trans. Design Autom. Electr. Syst.},
volume = {11},
number = {1},
pages = {123--146},
year = {2006}
}
@article{DBLP:journals/tvlsi/ShrivastavaEDN06,
author = {Aviral Shrivastava and
Eugene Earlie and
Nikil D. Dutt and
Alexandru Nicolau},
title = {Retargetable pipeline hazard detection for partially bypassed processors},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {14},
number = {8},
pages = {791--801},
year = {2006}
}
@inproceedings{DBLP:conf/cases/LeeSIDV06,
author = {Kyoungwoo Lee and
Aviral Shrivastava and
Ilya Issenin and
Nikil D. Dutt and
Nalini Venkatasubramanian},
title = {Mitigating soft error failures for multimedia applications by selective
data protection},
booktitle = {{CASES}},
pages = {411--420},
publisher = {{ACM}},
year = {2006}
}
@inproceedings{DBLP:conf/date/ParkESNDP06,
author = {Sanghyun Park and
Eugene Earlie and
Aviral Shrivastava and
Alex Nicolau and
Nikil D. Dutt and
Yunheung Paek},
title = {Automatic generation of operation tables for fast exploration of bypasses
in embedded processors},
booktitle = {{DATE}},
pages = {1197--1202},
publisher = {European Design and Automation Association, Leuven, Belgium},
year = {2006}
}
@inproceedings{DBLP:conf/lctrts/ParkSDNPE06,
author = {Sanghyun Park and
Aviral Shrivastava and
Nikil D. Dutt and
Alexandru Nicolau and
Yunheung Paek and
Eugene Earlie},
title = {Bypass aware instruction scheduling for register file power reduction},
booktitle = {{LCTES}},
pages = {173--181},
publisher = {{ACM}},
year = {2006}
}
@inproceedings{DBLP:conf/cases/ShrivastavaID05,
author = {Aviral Shrivastava and
Ilya Issenin and
Nikil D. Dutt},
title = {Compilation techniques for energy reduction in horizontally partitioned
cache architectures},
booktitle = {{CASES}},
pages = {90--96},
publisher = {{ACM}},
year = {2005}
}
@inproceedings{DBLP:conf/codes/ShrivastavaEDN05,
author = {Aviral Shrivastava and
Eugene Earlie and
Nikil D. Dutt and
Alexandru Nicolau},
title = {Aggregating processor free time for energy reduction},
booktitle = {{CODES+ISSS}},
pages = {154--159},
publisher = {{ACM}},
year = {2005}
}
@inproceedings{DBLP:conf/date/ShrivastavaDNE05,
author = {Aviral Shrivastava and
Nikil D. Dutt and
Alexandru Nicolau and
Eugene Earlie},
title = {PBExplore: {A} Framework for Compiler-in-the-Loop Exploration of Partial
Bypassing in Embedded Processors},
booktitle = {{DATE}},
pages = {1264--1269},
publisher = {{IEEE} Computer Society},
year = {2005}
}
@inproceedings{DBLP:conf/aspdac/ShrivastavaD04,
author = {Aviral Shrivastava and
Nikil D. Dutt},
title = {Energy efficient code generation exploiting reduced bit-width instruction
set architectures (rISA)},
booktitle = {{ASP-DAC}},
pages = {475--477},
publisher = {{IEEE} Computer Society},
year = {2004}
}
@inproceedings{DBLP:conf/codes/ShrivastavaEDN04,
author = {Aviral Shrivastava and
Eugene Earlie and
Nikil D. Dutt and
Alexandru Nicolau},
title = {Operation tables for scheduling in the presence of incomplete bypassing},
booktitle = {{CODES+ISSS}},
pages = {194--199},
publisher = {{ACM}},
year = {2004}
}
@inproceedings{DBLP:conf/icvgip/PandeyCC04,
author = {Aviral Pandey and
Biswarup Choudhury and
Sharat Chandran},
title = {Efficient Light Field Based Camera Walk},
booktitle = {{ICVGIP}},
pages = {302--307},
publisher = {Allied Publishers Private Limited},
year = {2004}
}
@inproceedings{DBLP:conf/date/HalambiSBDN02,
author = {Ashok Halambi and
Aviral Shrivastava and
Partha Biswas and
Nikil D. Dutt and
Alexandru Nicolau},
title = {An Efficient Compiler Technique for Code Size Reduction Using Reduced
Bit-Width ISAs},
booktitle = {{DATE}},
pages = {402--408},
publisher = {{IEEE} Computer Society},
year = {2002}
}
@inproceedings{DBLP:conf/isss/NicolauDSBH02,
author = {Alexandru Nicolau and
Nikil D. Dutt and
Aviral Shrivastava and
Partha Biswas and
Ashok Halambi},
title = {A Design Space Exploration Framework for Reduced Bit-Width Instruction
Set Architecture (rISA) Design},
booktitle = {{ISSS}},
pages = {120--125},
publisher = {{ACM} / {IEEE} Computer Society},
year = {2002}
}
@inproceedings{DBLP:conf/vlsid/ShrivastavaKKKB00,
author = {Aviral Shrivastava and
Mohit Kumar and
Sanjiv Kapoor and
Shashi Kumar and
M. Balakrishnan},
title = {Optimal Hardware/Software Partitioning for Concurrent Specification
Using Dynamic Programming},
booktitle = {{VLSI} Design},
pages = {110--113},
publisher = {{IEEE} Computer Society},
year = {2000}
}
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