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Poster
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Tue 17:30 |
Hypothesis Set Stability and Generalization Dylan Foster · Spencer Greenberg · Satyen Kale · Haipeng Luo · Mehryar Mohri · Karthik Sridharan |
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Poster
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Thu 17:00 |
Explicitly disentangling image content from translation and rotation with spatial-VAE Tristan Bepler · Ellen Zhong · Kotaro Kelley · Edward Brignole · Bonnie Berger |
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Poster
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Wed 10:45 |
Structured Graph Learning Via Laplacian Spectral Constraints Sandeep Kumar · Jiaxi Ying · José Vinícius de Miranda Cardoso · Daniel Palomar |
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Poster
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Wed 10:45 |
Addressing Failure Prediction by Learning Model Confidence Charles Corbière · Nicolas THOME · Avner Bar-Hen · Matthieu Cord · Patrick Pérez |
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Poster
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Wed 10:45 |
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration Meelis Kull · Miquel Perello Nieto · Markus Kängsepp · Telmo Silva Filho · Hao Song · Peter Flach |
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Poster
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Tue 17:30 |
DeepUSPS: Deep Robust Unsupervised Saliency Prediction via Self-supervision Tam Nguyen · Maximilian Dax · Chaithanya Kumar Mummadi · Nhung Ngo · Thi Hoai Phuong Nguyen · Zhongyu Lou · Thomas Brox |
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Poster
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Tue 10:45 |
Regret Bounds for Learning State Representations in Reinforcement Learning Ronald Ortner · Matteo Pirotta · Alessandro Lazaric · Ronan Fruit · Odalric-Ambrym Maillard |
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Poster
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Wed 10:45 |
Generalized Block-Diagonal Structure Pursuit: Learning Soft Latent Task Assignment against Negative Transfer Zhiyong Yang · Qianqian Xu · Yangbangyan Jiang · Xiaochun Cao · Qingming Huang |