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Poster
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Tue 14:00 |
FP8 Quantization: The Power of the Exponent Andrey Kuzmin · Mart van Baalen · Yuwei Ren · Markus Nagel · Jorn Peters · Tijmen Blankevoort |
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Workshop
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Quantization-aware Policy Distillation (QPD) Thomas Avé · Kevin Mets · Tom De Schepper · Steven Latre |
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Workshop
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Post-Training Neural Network Compression With Variational Bayesian Quantization Zipei Tan · Robert Bamler |
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Workshop
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Lattice Quantization Clément Metz · Thibault Allenet · Johannes Thiele · Antoine DUPRET · Olivier BICHLER |
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Workshop
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Fri 11:50 |
Accelerated Federated Optimization with Quantization Yeojoon Youn · Bhuvesh Kumar · Jacob Abernethy |
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Poster
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Tue 9:00 |
Q-ViT: Accurate and Fully Quantized Low-bit Vision Transformer Yanjing Li · Sheng Xu · Baochang Zhang · Xianbin Cao · Peng Gao · Guodong Guo |
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Poster
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MoVQ: Modulating Quantized Vectors for High-Fidelity Image Generation Chuanxia Zheng · Tung-Long Vuong · Jianfei Cai · Dinh Phung |
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Poster
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Tue 9:00 |
Distributed Optimization for Overparameterized Problems: Achieving Optimal Dimension Independent Communication Complexity Bingqing Song · Ioannis Tsaknakis · Chung-Yiu Yau · Hoi-To Wai · Mingyi Hong |
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Poster
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Wed 14:00 |
Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization Zijie Zhang · Yang Zhou · Xin Zhao · Tianshi Che · Lingjuan Lyu |
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Poster
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Thu 14:00 |
ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers Zhewei Yao · Reza Yazdani Aminabadi · Minjia Zhang · Xiaoxia Wu · Conglong Li · Yuxiong He |
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Poster
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Tue 9:00 |
Wavelet Feature Maps Compression for Image-to-Image CNNs Shahaf E. Finder · Yair Zohav · Maor Ashkenazi · Eran Treister |
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Poster
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TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning Konstantin Sozykin · Andrei Chertkov · Roman Schutski · Anh-Huy Phan · Andrzej S CICHOCKI · Ivan Oseledets |