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22 Results
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Poster
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Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning Riashat Islam · Hongyu Zang · Anirudh Goyal · Alex Lamb · Kenji Kawaguchi · Xin Li · Romain Laroche · Yoshua Bengio · Remi Tachet des Combes |
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Workshop
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Identifying Compound Climate Drivers of Forest Mortality with β-VAE Mohit Anand · Lily-belle Sweet · Gustau Camps-Valls · Jakob Zscheischler |
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Poster
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Tue 14:00 |
Posterior Collapse of a Linear Latent Variable Model Zihao Wang · Liu Ziyin |
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Poster
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Thu 9:00 |
Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers Wanqian Yang · Polina Kirichenko · Micah Goldblum · Andrew Wilson |
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Poster
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Thu 9:00 |
Can Push-forward Generative Models Fit Multimodal Distributions? Antoine Salmona · Valentin De Bortoli · Julie Delon · Agnes Desolneux |
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Poster
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Thu 14:00 |
Generalization Gap in Amortized Inference Mingtian Zhang · Peter Hayes · David Barber |
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Poster
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Tue 9:00 |
Gradient Estimation with Discrete Stein Operators Jiaxin Shi · Yuhao Zhou · Jessica Hwang · Michalis Titsias · Lester Mackey |
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Poster
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Thu 14:00 |
Alleviating Adversarial Attacks on Variational Autoencoders with MCMC Anna Kuzina · Max Welling · Jakub Tomczak |
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Poster
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Tue 14:00 |
Out-of-Distribution Detection with An Adaptive Likelihood Ratio on Informative Hierarchical VAE Yewen Li · Chaojie Wang · Xiaobo Xia · Tongliang Liu · xin miao · Bo An |
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Poster
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Wed 9:00 |
Learning to Drop Out: An Adversarial Approach to Training Sequence VAEs Djordje Miladinovic · Kumar Shridhar · Kushal Jain · Max Paulus · Joachim M Buhmann · Carl Allen |
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Poster
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Tue 14:00 |
Embrace the Gap: VAEs Perform Independent Mechanism Analysis Patrik Reizinger · Luigi Gresele · Jack Brady · Julius von Kügelgen · Dominik Zietlow · Bernhard Schölkopf · Georg Martius · Wieland Brendel · Michel Besserve |
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Poster
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Tue 9:00 |
Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE Alireza Nasiri · Tristan Bepler |