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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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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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Poster
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Tue 9:00 |
Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees Jue WANG · Binhang Yuan · Luka Rimanic · Yongjun He · Tri Dao · Beidi Chen · Christopher Ré · Ce Zhang |
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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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Leveraging Inter-Layer Dependency for Post -Training Quantization changbao wang · DanDan Zheng · Yuanliu Liu · Liang Li |
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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 |
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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 |
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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Thu 9:00 |
Towards Efficient Post-training Quantization of Pre-trained Language Models Haoli Bai · Lu Hou · Lifeng Shang · Xin Jiang · Irwin King · Michael R 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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Thu 9:00 |
Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning Elias Frantar · Dan Alistarh |
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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 |