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Workshop
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Deep Structural Causal Modelling of the Clinical and Radiological Phenotype of Alzheimer’s Disease
Ahmed Abdulaal · Daniel C. Castro · Daniel Alexander
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Poster
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Wed 14:00
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Neurosymbolic Deep Generative Models for Sequence Data with Relational Constraints
Halley Young · Maxwell Du · Osbert Bastani
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Workshop
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Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models
Xingyu Xie · Pan Zhou · Huan Li · Zhouchen Lin · Shuicheng Yan
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Affinity Workshop
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Topic: Building Identification In Aerial Imagery using Deep learning
Proscovia Nakiranda
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Poster
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Tue 14:00
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Learning Manifold Dimensions with Conditional Variational Autoencoders
Yijia Zheng · Tong He · Yixuan Qiu · David P Wipf
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Workshop
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On Using Deep Learning Proxies as Forward Models in Optimization Problems
Fatima Albreiki · Nidhal Belayouni · Deepak Gupta
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Poster
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Tue 9:00
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Deep Surrogate Assisted Generation of Environments
Varun Bhatt · Bryon Tjanaka · Matthew Fontaine · Stefanos Nikolaidis
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Workshop
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Fri 10:10
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Predictive Dynamics Improve Noise Robustness in a Deep Network Model of the Human Auditory System
Ching Fang
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Poster
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Wed 14:00
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Alleviating "Posterior Collapse'' in Deep Topic Models via Policy Gradient
Yewen Li · Chaojie Wang · Zhibin Duan · Dongsheng Wang · Bo Chen · Bo An · Mingyuan Zhou
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Poster
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Thu 9:00
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Why do tree-based models still outperform deep learning on typical tabular data?
Leo Grinsztajn · Edouard Oyallon · Gael Varoquaux
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Poster
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Wed 9:00
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A Variational Edge Partition Model for Supervised Graph Representation Learning
Yilin He · Chaojie Wang · Hao Zhang · Bo Chen · Mingyuan Zhou
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Poster
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Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks
Jiyang Guan · Jian Liang · Ran He
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