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8 Results
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Poster
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Thu 14:30 |
Bias-Reduced Uncertainty Estimation for Deep Neural Classifiers Yonatan Geifman · Guy Uziel · Ran El-Yaniv |
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Oral
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Tue 14:00 |
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness Robert Geirhos · Patricia Rubisch · Claudio Michaelis · Matthias Bethge · Felix Wichmann · Wieland Brendel |
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Poster
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Tue 14:30 |
Deep reinforcement learning with relational inductive biases Vinicius Zambaldi · David Raposo · Adam Santoro · Victor Bapst · Yujia Li · Igor Babuschkin · Karl Tuyls · David P Reichert · Timothy Lillicrap · Edward Lockhart · Murray Shanahan · Victoria Langston · Razvan Pascanu · Matthew Botvinick · Oriol Vinyals · Peter Battaglia |
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Poster
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Thu 14:30 |
Deep learning generalizes because the parameter-function map is biased towards simple functions Guillermo Valle-Perez · Chico Q. Camargo · Ard Louis |
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Poster
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Tue 14:30 |
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness Robert Geirhos · Patricia Rubisch · Claudio Michaelis · Matthias Bethge · Felix Wichmann · Wieland Brendel |
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Poster
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Wed 9:00 |
Discriminator-Actor-Critic: Addressing Sample Inefficiency and Reward Bias in Adversarial Imitation Learning Ilya Kostrikov · Kumar Agrawal · Debidatta Dwibedi · Sergey Levine · Jonathan Tompson |
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Poster
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Thu 14:30 |
Learning from Positive and Unlabeled Data with a Selection Bias Masahiro Kato · Takeshi Teshima · Junya Honda |
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Poster
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Thu 14:30 |
Feature-Wise Bias Amplification Klas Leino · Matt Fredrikson · Emily Black · Shayak Sen · Anupam Datta |