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Poster
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Wed 9:00
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Chaos of Learning Beyond Zero-sum and Coordination via Game Decompositions
Yun Kuen Cheung · Yixin Tao
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Spotlight
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Wed 21:35
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Regularized Inverse Reinforcement Learning
Wonseok Jeon · Chen-Yang Su · Paul Barde · Thang Doan · Derek Nowrouzezahrai · Joelle Pineau
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Poster
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Thu 17:00
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ARMOURED: Adversarially Robust MOdels using Unlabeled data by REgularizing Diversity
Kangkang Lu · Cuong Nguyen · Xun Xu · Kiran Chari · Yu Jing Goh · Chuan-Sheng Foo
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Spotlight
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Tue 20:20
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Async-RED: A Provably Convergent Asynchronous Block Parallel Stochastic Method using Deep Denoising Priors
Yu Sun · Jiaming Liu · Yiran Sun · Brendt Wohlberg · Ulugbek Kamilov
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Spotlight
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Wed 21:25
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Regularization Matters in Policy Optimization - An Empirical Study on Continuous Control
Zhuang Liu · Xuanlin Li · Bingyi Kang · trevor darrell
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Poster
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Thu 9:00
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Deconstructing the Regularization of BatchNorm
Yann Dauphin · Ekin Cubuk
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Spotlight
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Tue 12:40
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Implicit Convex Regularizers of CNN Architectures: Convex Optimization of Two- and Three-Layer Networks in Polynomial Time
Tolga Ergen · Mert Pilanci
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Poster
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Thu 17:00
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CO2: Consistent Contrast for Unsupervised Visual Representation Learning
Chen Wei · Huiyu Wang · Wei Shen · Alan Yuille
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Poster
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Wed 17:00
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CPR: Classifier-Projection Regularization for Continual Learning
Sungmin Cha · Hsiang Hsu · Taebaek Hwang · Flavio Calmon · Taesup Moon
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Poster
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Wed 1:00
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FOCAL: Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization
Lanqing Li · Rui Yang · Dijun Luo
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Poster
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Thu 17:00
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Learning to Make Decisions via Submodular Regularization
Ayya Alieva · Aiden Aceves · Jialin Song · Stephen Mayo · Yisong Yue · Yuxin Chen
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Spotlight
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Mon 12:25
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Sharpness-aware Minimization for Efficiently Improving Generalization
Pierre Foret · Ariel Kleiner · Hossein Mobahi · Behnam Neyshabur
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