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Poster
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Tue 7:00 |
Two Routes to Scalable Credit Assignment without Weight Symmetry Daniel Kunin, Aran Nayebi, Javier Sagastuy-Brena, Surya Ganguli, Jonathan Bloom, Daniel Yamins |
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Poster
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Tue 8:00 |
Associative Memory in Iterated Overparameterized Sigmoid Autoencoders Yibo Jiang, Cengiz Pehlevan |
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Poster
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Tue 8:00 |
Neural Clustering Processes Ari Pakman, Yueqi Wang, Catalin Mitelut, JinHyung Lee, Department of Statistics Liam Paninski |
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Poster
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Tue 9:00 |
Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning Qing Li, Siyuan Huang, Yining Hong, Yixin Chen, Ying Nian Wu, Song-Chun Zhu |
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Poster
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Tue 10:00 |
Revisiting Spatial Invariance with Low-Rank Local Connectivity Gamaleldin Elsayed, Prajit Ramachandran, Jon Shlens, Simon Kornblith |
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Poster
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Tue 12:00 |
Entropy Minimization In Emergent Languages Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni |
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Poster
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Wed 5:00 |
Efficient Non-conjugate Gaussian Process Factor Models for Spike Count Data using Polynomial Approximations Stephen Keeley, David Zoltowski, Yiyi Yu, Spencer Smith, Jonathan Pillow |
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Poster
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Wed 5:00 |
Abstraction Mechanisms Predict Generalization in Deep Neural Networks Alex Gain, Hava Siegelmann |
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Poster
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Wed 8:00 |
Decoupled Greedy Learning of CNNs Eugene Belilovsky, Michael Eickenberg, Edouard Oyallon |
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Poster
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Wed 8:00 |
A general recurrent state space framework for modeling neural dynamics during decision-making David Zoltowski, Jonathan Pillow, Scott Linderman |
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Poster
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Wed 13:00 |
A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits Ramin Hasani, Mathias Lechner, Alexander Amini, Daniela Rus, Radu Grosu |
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Poster
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Thu 6:00 |
Mapping natural-language problems to formal-language solutions using structured neural representations Kezhen Chen, Qiuyuan Huang, Hamid Palangi, Paul Smolensky, Ken Forbus, Jianfeng Gao |
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Poster
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Thu 8:00 |
Emergence of Separable Manifolds in Deep Language Representations Jonathan Mamou, Hang Le, Miguel A del Rio Fernandez, Cory Stephenson, Hanlin Tang, Yoon Kim, SueYeon Chung |
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Poster
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Thu 8:00 |
Visual Grounding of Learned Physical Models Yunzhu Li, Toru Lin, Kexin Yi, Daniel Bear, Daniel Yamins, Jiajun Wu, Josh Tenenbaum, Antonio Torralba |
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Poster
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Thu 9:00 |
Bio-Inspired Hashing for Unsupervised Similarity Search Chaitanya Ryali, John Hopfield, Leopold Grinberg, Dmitry Krotov |
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Poster
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Thu 9:00 |
Active World Model Learning in Agent-rich Environments with Progress Curiosity Kuno Kim, Megumi Sano, Julian De Freitas, Nick Haber, Daniel Yamins |
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Poster
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Thu 12:00 |
Aggregation of Multiple Knockoffs Tuan-Binh Nguyen, Jerome-Alexis Chevalier, Thirion Bertrand, Sylvain Arlot |
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Poster
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Thu 14:00 |
Probing Emergent Semantics in Predictive Agents via Question Answering Abhishek Das, Federico Carnevale, Hamza Merzic, Laura Rimell, Rosalia Schneider, Josh Abramson, Alden Hung, Arun Ahuja, Stephen Clark, Greg Wayne, Feilx Hill |