Search All 2022 Events
 

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Workshop
Quantization-aware Policy Distillation (QPD)
Thomas Avé · Kevin Mets · Tom De Schepper · Steven Latre
Poster
Tue 14:00 FP8 Quantization: The Power of the Exponent
Andrey Kuzmin · Mart van Baalen · Yuwei Ren · Markus Nagel · Jorn Peters · Tijmen Blankevoort
Poster
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
Poster
Tue 9:00 Wavelet Feature Maps Compression for Image-to-Image CNNs
Shahaf E. Finder · Yair Zohav · Maor Ashkenazi · Eran Treister
Poster
Leveraging Inter-Layer Dependency for Post -Training Quantization
changbao wang · DanDan Zheng · Yuanliu Liu · Liang Li
Poster
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
Poster
MoVQ: Modulating Quantized Vectors for High-Fidelity Image Generation
Chuanxia Zheng · Tung-Long Vuong · Jianfei Cai · Dinh Phung
Poster
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
Poster
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
Poster
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
Poster
Thu 9:00 Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning
Elias Frantar · Dan Alistarh
Poster
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