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12 Results
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Workshop
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A Fair Loss Function for Network Pruning Robbie Meyer · Alexander Wong |
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Workshop
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Distortion-Aware Network Pruning and Feature Reuse for Real-time Video Segmentation Hyunsu Rhee · Dongchan Min · Sunil Hwang · Bruno Andreis · Sung Ju Hwang |
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Workshop
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Network Pruning at Scale: A Discrete Optimization Approach Wenyu Chen · Riade Benbaki · Xiang Meng · Rahul Mazumder |
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Poster
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Thu 9:00 |
Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks Mansheej Paul · Brett Larsen · Surya Ganguli · Jonathan Frankle · Gintare Karolina Dziugaite |
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Poster
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Thu 14:00 |
Robust Binary Models by Pruning Randomly-initialized Networks Chen Liu · Ziqi Zhao · Sabine Süsstrunk · Mathieu Salzmann |
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Poster
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Thu 14:00 |
Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm Aidan Good · Jiaqi Lin · Xin Yu · Hannah Sieg · Mikey Fergurson · Shandian Zhe · Jerzy Wieczorek · Thiago Serra |
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Poster
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Wed 14:00 |
Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions Murad Tukan · Loay Mualem · Alaa Maalouf |
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Poster
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Thu 9:00 |
Data-Efficient Structured Pruning via Submodular Optimization Marwa El Halabi · Suraj Srinivas · Simon Lacoste-Julien |
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Poster
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Wed 9:00 |
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations Steffen Schotthöfer · Emanuele Zangrando · Jonas Kusch · Gianluca Ceruti · Francesco Tudisco |
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Workshop
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Diving into Unified Data-Model Sparsity for Class-Imbalanced Graph Representation Learning Chunhui Zhang · Chao Huang · Yijun Tian · Qianlong Wen · Zhongyu Ouyang · Youhuan Li · Yanfang Ye · Chuxu Zhang |
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Poster
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Structural Pruning via Latency-Saliency Knapsack Maying Shen · Hongxu Yin · Pavlo Molchanov · Lei Mao · Jianna Liu · Jose M. Alvarez |
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Poster
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Thu 9:00 |
Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks Paolo Muratore · Sina Tafazoli · Eugenio Piasini · Alessandro Laio · Davide Zoccolan |