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20 Results

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Poster
Thu 9:00 Blending MPC & Value Function Approximation for Efficient Reinforcement Learning
Mohak Bhardwaj · Sanjiban Choudhury · Byron Boots
Poster
Mon 1:00 Set Prediction without Imposing Structure as Conditional Density Estimation
David Zhang · Gertjan J Burghouts · Cees G Snoek
Poster
Tue 9:00 Uncertainty Estimation in Autoregressive Structured Prediction
Andrey Malinin · Mark Gales
Poster
Tue 9:00 Transformer protein language models are unsupervised structure learners
Roshan Rao · Joshua Meier · Tom Sercu · Sergey Ovchinnikov · Alexander Rives
Poster
Thu 17:00 Neural representation and generation for RNA secondary structures
Zichao Yan · William Hamilton · Mathieu Blanchette
Poster
Tue 1:00 Prediction and generalisation over directed actions by grid cells
Changmin Yu · Timothy Behrens · Neil Burgess
Poster
Thu 1:00 Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction
Wonkwang Lee · Whie Jung · Han Zhang · Ting Chen · Jing Yu Koh · Thomas E Huang · Hyungsuk Yoon · Honglak Lee · Seunghoon Hong
Poster
Wed 17:00 Control-Aware Representations for Model-based Reinforcement Learning
Brandon Cui · Yinlam Chow · Mohammad Ghavamzadeh
Poster
Mon 1:00 Neural Jump Ordinary Differential Equations: Consistent Continuous-Time Prediction and Filtering
Calypso Herrera · Florian Krach · Josef Teichmann
Poster
Mon 17:00 Latent Skill Planning for Exploration and Transfer
Kevin Xie · Homanga Bharadhwaj · Danijar Hafner · Animesh Garg · Florian Shkurti
Poster
Thu 9:00 Model-Based Offline Planning
Arthur Argenson · Gabriel Dulac-Arnold
Poster
Wed 1:00 CoCon: A Self-Supervised Approach for Controlled Text Generation
Alvin Chan · Yew-Soon Ong · Bill Pung · Aston Zhang · Jie Fu