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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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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 2:30 |
Entroformer: A Transformer-based Entropy Model for Learned Image Compression Yichen Qian · Xiuyu Sun · Ming Lin · Zhiyu Tan · Rong Jin |
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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 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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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 |
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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Wed 10:30 |
Transformer-based Transform Coding Yinhao Zhu · Yang Yang · Taco Cohen |
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Poster
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Tue 18:30 |
DKM: Differentiable k-Means Clustering Layer for Neural Network Compression Minsik Cho · Keivan Alizadeh-Vahid · Saurabh Adya · Mohammad Rastegari |
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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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Wed 10:30 |
Distribution Compression in Near-Linear Time Abhishek Shetty · Raaz Dwivedi · Lester Mackey |
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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 |