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39 Results
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Spotlight
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Wed 13:28 |
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models Zhisheng Xiao · Karsten Kreis · Jan Kautz · Arash Vahdat |
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Poster
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Tue 9:00 |
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models Zhisheng Xiao · Karsten Kreis · Jan Kautz · Arash Vahdat |
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Poster
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Tue 1:00 |
Generalized Energy Based Models Michael Arbel · Liang Zhou · Arthur Gretton |
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Poster
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Wed 9:00 |
Mastering Atari with Discrete World Models Danijar Hafner · Timothy Lillicrap · Mohammad Norouzi · Jimmy Ba |
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Poster
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Mon 1:00 |
Rethinking the Role of Gradient-based Attribution Methods for Model Interpretability Suraj Srinivas · François Fleuret |
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Oral
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Mon 5:30 |
Rethinking the Role of Gradient-based Attribution Methods for Model Interpretability Suraj Srinivas · François Fleuret |
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Poster
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Wed 1:00 |
Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization Tatsuya Matsushima · Hiroki Furuta · Yutaka Matsuo · Ofir Nachum · Shixiang Gu |
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Poster
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Mon 9:00 |
Planning from Pixels using Inverse Dynamics Models Keiran Paster · Sheila McIlraith · Jimmy Ba |
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Poster
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Mon 17:00 |
Latent Skill Planning for Exploration and Transfer Kevin Xie · Homanga Bharadhwaj · Danijar Hafner · Animesh Garg · Florian Shkurti |
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Workshop
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Fri 5:50 |
Energy-Based Models: Current Perspectives, Challenges, and Opportunities Marc Dymetman · Adji Bousso Dieng · Hady Elsahar · Igor Mordatch · Marc'Aurelio Ranzato |
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Poster
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Thu 17:00 |
Learning Energy-Based Generative Models via Coarse-to-Fine Expanding and Sampling Yang Zhao · Jianwen Xie · Ping Li |
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Poster
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Mon 9:00 |
On the role of planning in model-based deep reinforcement learning Jessica Hamrick · Abram Friesen · Feryal Behbahani · Arthur Guez · Fabio Viola · Sims Witherspoon · Thomas Anthony · Lars Buesing · Petar Veličković · Theophane Weber |