- Yingying Zhao
, Mingzhi Dong, Yujiang Wang
, Da Feng, Qin Lv, Robert P. Dick
, Dongsheng Li
, Tun Lu, Ning Gu, Li Shang:
A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline. IEEE Trans. Multim. 24: 2150-2163 (2022) - Ekdeep Singh Lubana, Puja Trivedi, Danai Koutra, Robert P. Dick:
How do Quadratic Regularizers Prevent Catastrophic Forgetting: The Role of Interpolation. CoLLAs 2022: 819-837 - Bhawani Shankar, Ke Zeng, Brendan Gunning, Rafael Perez Martinez, Chuanzhe Meng, Jack Flicker, Andrew Binder, Jeramy Ray Dickerson, Robert Kaplar, Srabanti Chowdhury:
Movement of Current Filaments and its Impact on Avalanche Robustness in Vertical GaN P-N diode Under UIS stress. DRC 2022: 1-2 - Tony Zhang, Robert P. Dick:
Image-Based Air Quality Forecasting Through Multi-Level Attention. ICIP 2022: 686-690 - Yixuan Chen, Yubin Shi, Dongsheng Li, Yujiang Wang, Mingzhi Dong, Yingying Zhao, Robert P. Dick, Qin Lv, Fan Yang, Li Shang:
Recursive Disentanglement Network. ICLR 2022 - Ekdeep Singh Lubana, Chi Ian Tang, Fahim Kawsar, Robert P. Dick, Akhil Mathur:
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering. ICML 2022: 14461-14484 - Bhawani Shankar, Zhengliang Bian, Ke Zeng, Chuanzhe Meng, Rafael Perez Martinez, Srabanti Chowdhury
, Brendan Gunning, Jack Flicker, Andrew Binder, Jeramy Ray Dickerson, Robert Kaplar:
Study of Avalanche Behavior in 3 kV GaN Vertical P-N Diode Under UIS Stress for Edge-termination Optimization. IRPS 2022: 2 - Yingying Zhao, Yuhu Chang, Yutian Lu, Yujiang Wang, Mingzhi Dong, Qin Lv, Robert P. Dick, Fan Yang, Tun Lu, Ning Gu, Li Shang:
Do Smart Glasses Dream of Sentimental Visions? Deep Emotionship Analysis for Eyewear Devices. CoRR abs/2201.09933 (2022) - Ekdeep Singh Lubana, Chi Ian Tang, Fahim Kawsar, Robert P. Dick, Akhil Mathur:
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering. CoRR abs/2205.11506 (2022) - Ekdeep Singh Lubana, Eric J. Bigelow, Robert P. Dick, David Scott Krueger, Hidenori Tanaka:
Mechanistic Mode Connectivity. CoRR abs/2211.08422 (2022) - Luke Metz, James Harrison, C. Daniel Freeman, Amil Merchant, Lucas Beyer, James Bradbury, Naman Agrawal, Ben Poole, Igor Mordatch, Adam Roberts, Jascha Sohl-Dickstein:
VeLO: Training Versatile Learned Optimizers by Scaling Up. CoRR abs/2211.09760 (2022) - 2021
- Yuhu Chang
, Yingying Zhao, Mingzhi Dong, Yujiang Wang
, Yutian Lu, Qin Lv, Robert P. Dick, Tun Lu, Ning Gu, Li Shang:
MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capture. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(2): 56:1-56:23 (2021) - Amelie Haugg
, Fabian M. Renz, Andrew A. Nicholson, Cindy Lor, Sebastian J. Götzendorfer, Ronald Sladky
, Stavros Skouras
, Amalia McDonald, R. Cameron Craddock, Lydia Hellrung
, Matthias Kirschner, Marcus Herdener
, Yury Koush
, Marina Papoutsi
, Nimrod Jakob Keynan, Talma Hendler, Kathrin Cohen Kadosh, Catharina Zich, Simon H. Kohl
, Manfred Hallschmid, Jeff MacInnes, R. Alison Adcock, Kathryn C. Dickerson, Nan-kuei Chen
, Kymberly D. Young, Jerzy Bodurka, Michael Marxen
, Shuxia Yao, Benjamin Becker, Tibor Auer
, Renate Schweizer, Gustavo S. P. Pamplona, Ruth A. Lanius, Kirsten Emmert, Sven Haller
, Dimitri Van De Ville, Dong-Youl Kim
, Jong-Hwan Lee
, Theo Marins
, Fukuda Megumi, Bettina Sorger, Tabea Kamp, Sook-Lei Liew, Ralf Veit
, Maartje S. Spetter, Nikolaus Weiskopf, Frank Scharnowski
, David Steyrl
:
Predictors of real-time fMRI neurofeedback performance and improvement - A machine learning mega-analysis. NeuroImage 237: 118207 (2021) - Matthew B. Dickinson
, Cyle E. Wold, Bret W. Butler, Robert L. Kremens, Daniel Jimenez, Paul Sopko, Joseph J. O'Brien:
The Wildland Fire Heat Budget - Using Bi-Directional Probes to Measure Sensible Heat Flux and Energy in Surface Fires. Sensors 21(6): 2135 (2021) - Zuohui Chen
, Tony Zhang
, Zhuangzhi Chen
, Yun Xiang
, Qi Xuan
, Robert P. Dick
:
HVAQ: A High-Resolution Vision-Based Air Quality Dataset. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - Ekdeep Singh Lubana, Robert P. Dick:
A Gradient Flow Framework For Analyzing Network Pruning. ICLR 2021 - Ekdeep Singh Lubana, Robert P. Dick, Hidenori Tanaka:
Beyond BatchNorm: Towards a Unified Understanding of Normalization in Deep Learning. NeurIPS 2021: 4778-4791 - Ekdeep Singh Lubana, Puja Trivedi, Robert P. Dick:
Rethinking Quadratic Regularizers: Explicit Movement Regularization for Continual Learning. CoRR abs/2102.02805 (2021) - Zuohui Chen, Tony Zhang, Zhuangzhi Chen, Yun Xiang, Qi Xuan, Robert P. Dick:
HVAQ: A High-Resolution Vision-Based Air Quality Dataset. CoRR abs/2102.09332 (2021) - Yingying Zhao, Mingzhi Dong, Yujiang Wang, Da Feng, Qin Lv, Robert P. Dick, Dongsheng Li, Tun Lu, Ning Gu, Li Shang:
A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline. CoRR abs/2104.04443 (2021) - Yuhu Chang, Yingying Zhao, Mingzhi Dong, Yujiang Wang, Yutian Lu, Qin Lv, Robert P. Dick, Tun Lu, Ning Gu, Li Shang:
MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capture. CoRR abs/2105.00916 (2021) - Ekdeep Singh Lubana, Robert P. Dick, Hidenori Tanaka:
Beyond BatchNorm: Towards a General Understanding of Normalization in Deep Learning. CoRR abs/2106.05956 (2021) - Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein, Jinho D. Choi, Eduard H. Hovy, Ondrej Dusek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Tanya Goyal, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, Kalpesh Krishna, Ashutosh Kumar, Stefan Langer, Seungjae Ryan Lee, Corey James Levinson, Hualou Liang, Kaizhao Liang, Zhexiong Liu, Andrey Lukyanenko, Vukosi Marivate, Gerard de Melo, Simon Meoni, Maxime Meyer, Afnan Mir, Nafise Sadat Moosavi, Niklas Muennighoff, Timothy Sum Hon Mun, Kenton Murray, Marcin Namysl, Maria Obedkova, Priti Oli, Nivranshu Pasricha, Jan Pfister, Richard Plant, Vinay Prabhu, Vasile Pais, Libo Qin, Shahab Raji, Pawan Kumar Rajpoot, Vikas Raunak, Roy Rinberg, Nicholas Roberts, Juan Diego Rodriguez, Claude Roux, Paulo Henrique Santos Vasconcellos, Ananya B. Sai, Robin M. Schmidt, Thomas Scialom, Tshephisho Sefara, Saqib Shamsi, Xudong Shen, Yiwen Shi, Haoyue Shi, Anna Shvets, Nick Siegel, Damien Sileo
, Jamie Simon, Chandan Singh, Roman Sitelew, Priyank Soni, Taylor Sorensen, William Soto, Aman Srivastava, K. V. Aditya Srivatsa, Tony Sun, Mukund Varma T., A. Tabassum, Fiona Anting Tan, Ryan Teehan, Mo Tiwari, Marie Tolkiehn, Athena Wang, Zijian Wang, Zijie J. Wang, Gloria Wang, Fuxuan Wei, Bryan Wilie, Genta Indra Winata, Xinyi Wu, Witold Wydmanski
, Tianbao Xie, Usama Yaseen, Michael A. Yee, Jing Zhang, Yue Zhang:
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation. CoRR abs/2112.02721 (2021) - 2020
- Robert P. Dick
, Li Shang, Marilyn Wolf
, Shao-Wen Yang:
Guest Editors' Introduction: Embedded Intelligence in the Internet-of-Things. IEEE Des. Test 37(1): 5-6 (2020) - Robert P. Dick
, Li Shang, Marilyn Wolf
, Shao-Wen Yang:
Embedded Intelligence in the Internet-of-Things. IEEE Des. Test 37(1): 7-27 (2020) - Pourya Assem
, Wen-Chuen Liu
, Yutian Lei, Pavan Kumar Hanumolu, Robert C. N. Pilawa-Podgurski
:
Hybrid Dickson Switched-Capacitor Converter With Wide Conversion Ratio in 65-nm CMOS. IEEE J. Solid State Circuits 55(9): 2513-2528 (2020) - James J. Davis, Alice R. Wattam, Ramy K. Aziz, Thomas S. Brettin, Ralph Butler, Rory Butler
, Philippe Chlenski
, Neal Conrad, Allan Dickerman, Emily M. Dietrich, Joseph L. Gabbard
, Svetlana Gerdes
, Andrew Guard, Ronald W. Kenyon, Dustin Machi, Chunhong Mao, Daniel E. Murphy-Olson, Marcus Nguyen, Eric K. Nordberg, Gary J. Olsen, Robert Olson, Jamie C. Overbeek, Ross A. Overbeek, Bruce D. Parrello, Gordon D. Pusch, Maulik Shukla
, Chris Thomas, Margo VanOeffelen, Veronika Vonstein, Andrew S. Warren
, Fangfang Xia, Dawen Xie, Hyun Seung Yoo
, Rick Stevens:
The PATRIC Bioinformatics Resource Center: expanding data and analysis capabilities. Nucleic Acids Res. 48(Database-Issue): D606-D612 (2020) - Yue Ma
, Junlong Zhou
, Thidapat Chantem
, Robert P. Dick
, Shige Wang
, Xiaobo Sharon Hu
:
Online Resource Management for Improving Reliability of Real-Time Systems on "Big-Little" Type MPSoCs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(1): 88-100 (2020) - Yue Ma
, Junlong Zhou
, Thidapat Chantem
, Robert P. Dick
, Shige Wang, Xiaobo Sharon Hu
:
Improving Reliability of Soft Real-Time Embedded Systems on Integrated CPU and GPU Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2218-2229 (2020) - Benjamin Simpson, Ekdeep Singh Lubana, Yuchen Liu, Robert P. Dick:
Intelligent Scene Caching to Improve Accuracy for Energy-Constrained Embedded Vision. CVPR Workshops 2020: 3114-3122