- Tejpalsingh Siledar, Suman Banerjee, Amey Patil, Sudhanshu Singh, Muthusamy Chelliah, Nikesh Garera, Pushpak Bhattacharyya:
Synthesize, if you do not have: Effective Synthetic Dataset Creation Strategies for Self-Supervised Opinion Summarization in E-commerce. EMNLP (Findings) 2023: 13480-13491 - Ziheng Zeng, Suma Bhat:
Unified Representation for Non-compositional and Compositional Expressions. EMNLP (Findings) 2023: 11696-11710 - Ziheng Zeng, Kellen Tan Cheng, Srihari Venkat Nanniyur, Jianing Zhou, Suma Bhat
:
IEKG: A Commonsense Knowledge Graph for Idiomatic Expressions. EMNLP 2023: 14243-14264 - Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat:
Non-compositional Expression Generation Based on Curriculum Learning and Continual Learning. EMNLP (Findings) 2023: 4320-4335 - Sumanta Dey, Sharat Bhat, Pallab Dasgupta, Soumyajit Dey:
Imperative Action Masking for Safe Exploration in Reinforcement Learning. EXTRAAMAS 2023: 130-142 - Suman Sapkota, Binod Bhattarai:
Metric Transform: Exploring beyond Affine Transform for Neural Networks. Tiny Papers @ ICLR 2023 - S. Ashwin Hebbar, Viraj Vivek Nadkarni, Ashok Vardhan Makkuva, Suma Bhat, Sewoong Oh, Pramod Viswanath:
CRISP: Curriculum based Sequential neural decoders for Polar code family. ICML 2023: 12823-12845 - Suman Sapkota, Pranav Poudel, Sudarshan Regmi, Bibek Panthi, Binod Bhattarai:
Neural Network Pruning for Real-Time Polyp Segmentation. MIUA 2023: 298-309 - Sumanta Bhattacharyya, Ramesh Manuvinakurike, Sahisnu Mazumder, Saurav Sahay:
Sample Efficient Multimodal Semantic Augmentation for Incremental Summarization. CoRR abs/2303.04361 (2023) - Suman Sapkota, Pranav Poudel, Sudarshan Regmi, Bibek Panthi, Binod Bhattarai:
Neural Network Pruning for Real-time Polyp Segmentation. CoRR abs/2306.13203 (2023) - Suma Bhat, Canhui Chen, Zerui Cheng, Zhixuan Fang, S. Ashwin Hebbar, Sreeram Kannan, Ranvir Rana, Peiyao Sheng, Himanshu Tyagi, Pramod Viswanath, Xuechao Wang:
SAKSHI: Decentralized AI Platforms. CoRR abs/2307.16562 (2023) - Sumanth S. Raikar, Rajshekhar V. Bhat:
Optimizing Reported Age of Information with Short Error Correction and Detection Codes. CoRR abs/2309.05974 (2023) - Ziheng Zeng, Suma Bhat:
Unified Representation for Non-compositional and Compositional Expressions. CoRR abs/2310.19127 (2023) - Suman Sapkota, Binod Bhattarai:
Importance Estimation with Random Gradient for Neural Network Pruning. CoRR abs/2310.20203 (2023) - Suman Sapkota, Binod Bhattarai:
Dimension Mixer: A Generalized Method for Structured Sparsity in Deep Neural Networks. CoRR abs/2311.18735 (2023) - Ziheng Zeng, Kellen Tan Cheng, Srihari Venkat Nanniyur, Jianing Zhou, Suma Bhat:
IEKG: A Commonsense Knowledge Graph for Idiomatic Expressions. CoRR abs/2312.06053 (2023) - 2022
- Mohammad Monirujjaman Khan, Bright Yeboah-Akowuah, Kaisarul Islam, Eric Tutu Tchao, Sumanta Bhattacharyya, Rajesh Dey, Mehedi Masud, Fahad Alraddady:
Novel Design of UWB Jeans Based Textile Antenna for Body-Centric Communications. Comput. Syst. Sci. Eng. 42(3): 1079-1093 (2022) - Suman Budhwani, Jamie Fujioka, Tyla Thomas-Jacques, Kristina De Vera, Priyanka Challa, Ryan De Silva, Kaitlin Fuller, Simone Shahid, Sophie Hogeveen, Shivani Chandra, R. Sacha Bhatia, Emily Seto, James A. Shaw:
Challenges and strategies for promoting health equity in virtual care: findings and policy directions from a scoping review of reviews. J. Am. Medical Informatics Assoc. 29(5): 990-999 (2022) - Biswajit Bera, Pravat Kumar Shit, Nairita Sengupta, Soumik Saha, Sumana Bhattacharjee:
Susceptibility of deforestation hotspots in Terai-Dooars belt of Himalayan Foothills: A comparative analysis of VIKOR and TOPSIS models. J. King Saud Univ. Comput. Inf. Sci. 34(10 Part A): 8794-8806 (2022) - Chanchal Suman, Sriparna Saha, Aditya Gupta, Saurabh Kumar Pandey, Pushpak Bhattacharyya:
A multi-modal personality prediction system. Knowl. Based Syst. 236: 107715 (2022) - Chanchal Suman, Rohit Shyamkant Chaudhary, Sriparna Saha, Pushpak Bhattacharyya:
An attention based multi-modal gender identification system for social media users. Multim. Tools Appl. 81(19): 27033-27055 (2022) - Ziheng Zeng, Suma Bhat:
Getting BART to Ride the Idiomatic Train: Learning to Represent Idiomatic Expressions. Trans. Assoc. Comput. Linguistics 10: 1120-1137 (2022) - Guddu Kumar, Sumanta Kumar Nanda, Alok Kumar Verma, Vimal Bhatia, Abhinoy Kumar Singh:
Nonlinear Gaussian Filtering With Network-Induced Delay in Measurements. IEEE Trans. Aerosp. Electron. Syst. 58(6): 5974-5981 (2022) - Chanchal Suman, Ayush Raj, Sriparna Saha, Pushpak Bhattacharyya:
Authorship Attribution of Microtext Using Capsule Networks. IEEE Trans. Comput. Soc. Syst. 9(4): 1038-1047 (2022) - Jianing Zhou, Ziheng Zeng, Hongyu Gong, Suma Bhat:
Idiomatic Expression Paraphrasing without Strong Supervision. AAAI 2022: 11774-11782 - Jianing Zhou, Vyom Nayan Thakkar, Rachel Yudkowsky, Suma Bhat, William F. Bond:
Automatic Patient Note Assessment without Strong Supervision. LOUHI@EMNLP 2022: 116-126 - Paul Hur, Haejin Lee, Suma Bhat, Nigel Bosch:
Using Machine Learning Explainability Methods to Personalize Interventions for Students. EDM 2022 - Suman Banerjee, Abhishek Dogra, Anurag Kumar Singh, Subhasis Bhattacharjee:
A Distributed Algorithm for Constructing an Independent Dominating Set. ICDCIT 2022: 79-95 - Chanchal Suman, Sriparna Saha, Pushpak Bhattacharyya:
Emotion-Aided Multi-modal Personality Prediction System. ICONIP (6) 2022: 289-301 - Suman Sapkota, Bidur Khanal, Binod Bhattarai, Bishesh Khanal, Tae-Kyun Kim:
Label Geometry Aware Discriminator for Conditional Generative Adversarial Networks. ICPR 2022: 2914-2920
