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24 Results
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Spotlight
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Thu 10:30 |
Lossless Compression with Probabilistic Circuits Anji Liu · Stephan Mandt · Guy Van den Broeck |
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Poster
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Thu 10:30 |
Unified Visual Transformer Compression Shixing Yu · Tianlong Chen · Jiayi Shen · Huan Yuan · Jianchao Tan · Sen Yang · Ji Liu · Zhangyang Wang |
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Spotlight
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Mon 2:30 |
IntSGD: Adaptive Floatless Compression of Stochastic Gradients Konstantin Mishchenko · Bokun Wang · Dmitry Kovalev · Peter Richtarik |
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Poster
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Mon 2:30 |
Encoding Weights of Irregular Sparsity for Fixed-to-Fixed Model Compression baeseong park · Se Jung Kwon · Daehwan Oh · Byeonguk Kim · Dongsoo Lee |
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Poster
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Tue 10:30 |
LOSSY COMPRESSION WITH DISTRIBUTION SHIFT AS ENTROPY CONSTRAINED OPTIMAL TRANSPORT Huan Liu · George Zhang · Jun Chen · Ashish Khisti |
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Poster
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Tue 10:30 |
Generalized Kernel Thinning Raaz Dwivedi · Lester Mackey |
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Poster
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Mon 10:30 |
EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression Zirui Liu · Kaixiong Zhou · Fan Yang · Li Li · Rui Chen · Xia Hu |
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Poster
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Mon 2:30 |
IntSGD: Adaptive Floatless Compression of Stochastic Gradients Konstantin Mishchenko · Bokun Wang · Dmitry Kovalev · Peter Richtarik |
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Poster
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Thu 2:30 |
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 18:30 |
Exploring extreme parameter compression for pre-trained language models Wang Benyou · Yuxin Ren · Lifeng Shang · Xin Jiang · Qun Liu |
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Poster
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Mon 2:30 |
Memory Replay with Data Compression for Continual Learning Liyuan Wang · Xingxing Zhang · Kuo Yang · Longhui Yu · Chongxuan Li · Lanqing HONG · Shifeng Zhang · Zhenguo Li · Yi Zhong · Jun Zhu |
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Poster
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Thu 2:30 |
Entroformer: A Transformer-based Entropy Model for Learned Image Compression Yichen Qian · Xiuyu Sun · Ming Lin · Zhiyu Tan · Rong Jin |