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Workshop
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AID-Purifier: A Light Auxiliary Network for Boosting Adversarial Defense
Duhun Hwang · Eunjung Lee · Wonjong Rhee
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Spotlight
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Thu 7:20
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Nonmyopic Multifidelity Acitve Search
Quan Nguyen · Arghavan Modiri · Roman Garnett
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Spotlight
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Wed 19:30
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Neural SDEs as Infinite-Dimensional GANs
Patrick Kidger · James Foster · Xuechen Li · Terry Lyons
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Spotlight
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Wed 5:45
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Provable Generalization of SGD-trained Neural Networks of Any Width in the Presence of Adversarial Label Noise
Spencer Frei · Yuan Cao · Quanquan Gu
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Poster
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Thu 9:00
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On the difficulty of unbiased alpha divergence minimization
Tomas Geffner · Justin Domke
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Poster
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Wed 9:00
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Provable Generalization of SGD-trained Neural Networks of Any Width in the Presence of Adversarial Label Noise
Spencer Frei · Yuan Cao · Quanquan Gu
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Spotlight
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Thu 7:45
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On the difficulty of unbiased alpha divergence minimization
Tomas Geffner · Justin Domke
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Poster
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Thu 21:00
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Double-Win Quant: Aggressively Winning Robustness of Quantized Deep Neural Networks via Random Precision Training and Inference
Yonggan Fu · Qixuan Yu · Meng Li · Vikas Chandra · Yingyan Lin
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Workshop
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Reliable graph neural network explanations through adversarial training
· Donald Loveland · Bhavya Kailkhura · T. Yong-Jin Han
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Spotlight
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Thu 19:40
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Double-Win Quant: Aggressively Winning Robustness of Quantized Deep Neural Networks via Random Precision Training and Inference
Yonggan Fu · Qixuan Yu · Meng Li · Vikas Chandra · Yingyan Lin
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Spotlight
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Tue 7:45
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Neural-Pull: Learning Signed Distance Function from Point clouds by Learning to Pull Space onto Surface
Baorui Ma · Zhizhong Han · Yushen Liu · Matthias Zwicker
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Poster
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Thu 21:00
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Robust Learning for Data Poisoning Attacks
Yunjuan Wang · Poorya Mianjy · Raman Arora
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