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Poster
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Thu 10:30 |
Information Bottleneck: Exact Analysis of (Quantized) Neural Networks Stephan Lorenzen · Christian Igel · Mads Nielsen |
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Workshop
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UNCONDITIONAL IMAGE-TEXT PAIR GENERATION WITH MULTIMODAL CROSS QUANTIZER Hyungyung Lee · Sungjin Park · Edward Choi |
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Poster
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Wed 18:30 |
Toward Efficient Low-Precision Training: Data Format Optimization and Hysteresis Quantization SunWoo Lee · Jeongwoo Park · Dongsuk Jeon |
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Workshop
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Integrating Rankings into Quantized Scores in Peer Review Yusha Liu · Yichong Xu · Nihar Shah · Aarti Singh |
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Poster
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Wed 18:30 |
F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization Qing Jin · Jian Ren · Richard Zhuang · Sumant Hanumante · Zhengang Li · Zhiyu Chen · Yanzhi Wang · Kaiyuan Yang · Sergey Tulyakov |
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Poster
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Mon 10:30 |
Givens Coordinate Descent Methods for Rotation Matrix Learning in Trainable Embedding Indexes Yunjiang Jiang · Han Zhang · Yiming Qiu · Yun Xiao · Bo Long · Wen-Yun Yang |
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Poster
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Wed 18:30 |
QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization Xiuying Wei · Ruihao Gong · Yuhang Li · Xianglong Liu · fengwei yu |
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Poster
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Mon 2:30 |
SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation Cong Guo · Yuxian Qiu · Jingwen Leng · Xiaotian Gao · Chen Zhang · Yunxin Liu · Fan Yang · Yuhao Zhu · Minyi Guo |
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Oral
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Wed 10:15 |
F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization Qing Jin · Jian Ren · Richard Zhuang · Sumant Hanumante · Zhengang Li · Zhiyu Chen · Yanzhi Wang · Kaiyuan Yang · Sergey Tulyakov |
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Spotlight
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Mon 2:30 |
8-bit Optimizers via Block-wise Quantization Tim Dettmers · Mike Lewis · Sam Shleifer · Luke Zettlemoyer |
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Poster
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Mon 2:30 |
Measuring the Interpretability of Unsupervised Representations via Quantized Reversed Probing Iro Laina · Yuki Asano · Andrea Vedaldi |
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Poster
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Thu 18:30 |
Vector-quantized Image Modeling with Improved VQGAN Jiahui Yu · Xin Li · Jing Yu Koh · Han Zhang · Ruoming Pang · James Qin · Alexander Ku · Yuanzhong Xu · Jason Baldridge · Yonghui Wu |