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Poster
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Tue 14:00
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On the Effective Number of Linear Regions in Shallow Univariate ReLU Networks: Convergence Guarantees and Implicit Bias
Itay Safran · Gal Vardi · Jason Lee
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Poster
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Tue 9:00
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Gradient flow dynamics of shallow ReLU networks for square loss and orthogonal inputs
Etienne Boursier · Loucas PILLAUD-VIVIEN · Nicolas Flammarion
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Poster
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Wed 9:00
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Symmetry-induced Disentanglement on Graphs
Giangiacomo Mercatali · Andre Freitas · Vikas Garg
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Workshop
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Sat 10:30
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Generating Attention Maps from Eye-gaze for the Diagnosis of Alzheimer's Disease
Carlos Antunes · Margarida Silveira
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Poster
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Thu 9:00
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Few-shot Image Generation via Adaptation-Aware Kernel Modulation
Yunqing Zhao · Keshigeyan Chandrasegaran · Milad Abdollahzadeh · Ngai-Man (Man) Cheung
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Poster
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Tue 9:00
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GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks
Jinsung Jeon · JEONGHAK KIM · Haryong Song · Seunghyeon Cho · Noseong Park
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Poster
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Improving Generative Adversarial Networks via Adversarial Learning in Latent Space
Yang Li · Yichuan Mo · Liangliang Shi · Junchi Yan
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Poster
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On Translation and Reconstruction Guarantees of the Cycle-Consistent Generative Adversarial Networks
Anish Chakrabarty · Swagatam Das
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Poster
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Thu 9:00
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Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator
Zifan Shi · Yinghao Xu · Yujun Shen · Deli Zhao · Qifeng Chen · Dit-Yan Yeung
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Poster
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Tue 9:00
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Learning Probabilistic Models from Generator Latent Spaces with Hat EBM
Mitch Hill · Erik Nijkamp · Jonathan Mitchell · Bo Pang · Song-Chun Zhu
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Poster
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Tue 14:00
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Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again
AJAY JAISWAL · Peihao Wang · Tianlong Chen · Justin Rousseau · Ying Ding · Zhangyang Wang
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Poster
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Thu 14:00
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Semi-Supervised Generative Models for Multiagent Trajectories
Dennis Fassmeyer · Pascal Fassmeyer · Ulf Brefeld
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