Poster

Thu 18:30

QUERY EFFICIENT DECISION BASED SPARSE ATTACKS AGAINST BLACK-BOX DEEP LEARNING MODELS
Viet Vo · Ehsan Abbasnejad · Damith Ranasinghe

Workshop

Efficient Privacy-Preserving Inference for Convolutional Neural Networks
Han Xuanyuan · Francisco Vargas · Stephen Cummins

Poster

Tue 10:30

Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting
Shikuang Deng · Yuhang Li · Shanghang Zhang · Shi Gu

Poster

Mon 10:30

Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning
Yulun Zhang · Huan Wang · Can Qin · Yun Fu

Workshop

Efficient Representation Learning of Subgraphs by Subgraph-To-Node Translation
Dongkwan Kim · Alice Oh

Poster

Mon 10:30

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

Spotlight

Thu 2:30

SOSP: Efficiently Capturing Global Correlations by Second-Order Structured Pruning
Manuel Nonnenmacher · Thomas Pfeil · Ingo Steinwart · David Reeb

Poster

Tue 2:30

Do We Need Anisotropic Graph Neural Networks?
Shyam Tailor · Felix Opolka · Pietro Lio · Nicholas Lane

Poster

Thu 2:30

SOSP: Efficiently Capturing Global Correlations by Second-Order Structured Pruning
Manuel Nonnenmacher · Thomas Pfeil · Ingo Steinwart · David Reeb

Poster

Wed 10:30

A Statistical Framework for Efficient Out of Distribution Detection in Deep Neural Networks
Matan Haroush · Tzviel Frostig · Ruth Heller · Daniel Soudry

Spotlight

Mon 18:30

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

Poster

Mon 18:30

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