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Workshop
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Efficient Privacy-Preserving Inference for Convolutional Neural Networks
Han Xuanyuan · Francisco Vargas · Stephen Cummins
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Poster
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Thu 18:30
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QUERY EFFICIENT DECISION BASED SPARSE ATTACKS AGAINST BLACK-BOX DEEP LEARNING MODELS
Viet Vo · Ehsan Abbasnejad · Damith Ranasinghe
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Poster
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Tue 10:30
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Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting
Shikuang Deng · Yuhang Li · Shanghang Zhang · Shi Gu
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Poster
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Mon 10:30
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Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning
Yulun Zhang · Huan Wang · Can Qin · Yun Fu
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Workshop
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Efficient Representation Learning of Subgraphs by Subgraph-To-Node Translation
Dongkwan Kim · Alice Oh
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Poster
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Mon 10:30
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Peek-a-Boo: What (More) is Disguised in a Randomly Weighted Neural Network, and How to Find It Efficiently
Xiaohan Chen · Jason Zhang · Zhangyang Wang
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Spotlight
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Thu 2:30
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SOSP: Efficiently Capturing Global Correlations by Second-Order Structured Pruning
Manuel Nonnenmacher · Thomas Pfeil · Ingo Steinwart · David Reeb
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Poster
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Tue 2:30
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Do We Need Anisotropic Graph Neural Networks?
Shyam Tailor · Felix Opolka · Pietro Lio · Nicholas Lane
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Poster
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Thu 2:30
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SOSP: Efficiently Capturing Global Correlations by Second-Order Structured Pruning
Manuel Nonnenmacher · Thomas Pfeil · Ingo Steinwart · David Reeb
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Poster
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Wed 10:30
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A Statistical Framework for Efficient Out of Distribution Detection in Deep Neural Networks
Matan Haroush · Tzviel Frostig · Ruth Heller · Daniel Soudry
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Poster
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Mon 18:30
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Pixelated Butterfly: Simple and Efficient Sparse training for Neural Network Models
Beidi Chen · Tri Dao · Kaizhao Liang · Jiaming Yang · Zhao Song · Atri Rudra · Christopher Re
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Spotlight
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Mon 18:30
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Pixelated Butterfly: Simple and Efficient Sparse training for Neural Network Models
Beidi Chen · Tri Dao · Kaizhao Liang · Jiaming Yang · Zhao Song · Atri Rudra · Christopher Re
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