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12 Results
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Poster
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Quantized Compressed Sensing with Score-Based Generative Models Xiangming Meng · Yoshiyuki Kabashima |
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Poster
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: Aggregation-Aware Quantization for Graph Neural Networks Zeyu Zhu · Fanrong Li · Zitao Mo · Qinghao Hu · Gang Li · Zejian Liu · Xiaoyao Liang · Jian Cheng |
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Poster
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Tue 2:30 |
LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification Sharath Girish · Kamal Gupta · Saurabh Singh · Abhinav Shrivastava |
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Poster
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Mon 7:30 |
Become a Proficient Player with Limited Data through Watching Pure Videos Weirui Ye · Yunsheng Zhang · Pieter Abbeel · Yang Gao |
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Poster
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Accurate Neural Training with 4-bit Matrix Multiplications at Standard Formats Brian Chmiel · Ron Banner · Elad Hoffer · Hilla Ben-Yaacov · Daniel Soudry |
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Poster
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Globally Optimal Training of Neural Networks with Threshold Activation Functions Tolga Ergen · Halil Gulluk · Jonathan Lacotte · Mert Pilanci |
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Poster
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Tue 2:30 |
FIT: A Metric for Model Sensitivity Ben Zandonati · Adrian Pol · Maurizio Pierini · Olya Sirkin · Tal Kopetz |
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Poster
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Wed 7:30 |
Block and Subword-Scaling Floating-Point (BSFP) : An Efficient Non-Uniform Quantization For Low Precision Inference Yun-Chen Lo · Tse-Kuang Lee · Ren-Shuo Liu |
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Poster
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Mon 7:30 |
Bit-Pruning: A Sparse Multiplication-Less Dot-Product Yusuke Sekikawa · Shingo Yashima |
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Poster
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Wed 7:30 |
PowerQuant: Automorphism Search for Non-Uniform Quantization Edouard YVINEC · Arnaud Dapogny · MATTHIEU CORD · Kevin Bailly |
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Poster
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OPTQ: Accurate Quantization for Generative Pre-trained Transformers Elias Frantar · Saleh Ashkboos · Torsten Hoefler · Dan Alistarh |
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Poster
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Mon 2:30 |
Distributed Extra-gradient with Optimal Complexity and Communication Guarantees Ali Ramezani-Kebrya · Kimon Antonakopoulos · Igor Krawczuk · Justin Deschenaux · Volkan Cevher |