Search All 2022 Events
 

Results

<<   <   Page 1 of 3   >   >>
Poster
Tue 14:00 FP8 Quantization: The Power of the Exponent
Andrey Kuzmin · Mart van Baalen · Yuwei Ren · Markus Nagel · Jorn Peters · Tijmen Blankevoort
Workshop
Quantization-aware Policy Distillation (QPD)
Thomas Avé · Kevin Mets · Tom De Schepper · Steven Latre
Workshop
Post-Training Neural Network Compression With Variational Bayesian Quantization
Zipei Tan · Robert Bamler
Workshop
Lattice Quantization
Clément Metz · Thibault Allenet · Johannes Thiele · Antoine DUPRET · Olivier BICHLER
Workshop
Fri 11:50 Accelerated Federated Optimization with Quantization
Yeojoon Youn · Bhuvesh Kumar · Jacob Abernethy
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
MoVQ: Modulating Quantized Vectors for High-Fidelity Image Generation
Chuanxia Zheng · Tung-Long Vuong · Jianfei Cai · Dinh Phung
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
Poster
Wed 14:00 Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization
Zijie Zhang · Yang Zhou · Xin Zhao · Tianshi Che · Lingjuan 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
Tue 9:00 Wavelet Feature Maps Compression for Image-to-Image CNNs
Shahaf E. Finder · Yair Zohav · Maor Ashkenazi · Eran Treister
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