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Workshop
Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks
Jesse Farebrother · Joshua Greaves · Rishabh Agarwal · Charline Le Lan · Ross Goroshin · Pablo Samuel Castro · Marc Bellemare
Poster
Tue 9:00 NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks
Renbo Tu · Nicholas Roberts · Misha Khodak · Junhong Shen · Frederic Sala · Ameet Talwalkar
Workshop
Towards an Enhanced, Faithful, and Adaptable Web Interaction Environment
John Yang · Howard Chen · Karthik Narasimhan
Poster
Wed 14:00 Stochastic Multiple Target Sampling Gradient Descent
Hoang Phan · Ngoc Tran · Trung Le · Toan Tran · Nhat Ho · Dinh Phung
Workshop
PhAST: Physics-Aware, Scalable, and Task-specific GNNs for accelerated catalyst design
ALEXANDRE DUVAL · Victor Schmidt · Alex Hernandez-Garcia · Santiago Miret · Yoshua Bengio · David Rolnick
Workshop
Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks
Jesse Farebrother · Joshua Greaves · Rishabh Agarwal · Charline Le Lan · Ross Goroshin · Pablo Samuel Castro · Marc Bellemare
Poster
Thu 14:00 E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance
Can Chang · Ni Mu · Jiajun Wu · Ling Pan · Huazhe Xu
Poster
Thu 9:00 LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks
Tuan Dinh · Yuchen Zeng · Ruisu Zhang · Ziqian Lin · Michael Gira · Shashank Rajput · Jy-yong Sohn · Dimitris Papailiopoulos · Kangwook Lee
Poster
Thu 14:00 K-LITE: Learning Transferable Visual Models with External Knowledge
Sheng Shen · Chunyuan Li · Xiaowei Hu · Yujia Xie · Jianwei Yang · Pengchuan Zhang · Zhe Gan · Lijuan Wang · Lu Yuan · Ce Liu · Kurt Keutzer · Trevor Darrell · Anna Rohrbach · Jianfeng Gao