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30 Results
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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 14:00 |
Entropy-Driven Mixed-Precision Quantization for Deep Network Design Zhenhong Sun · Ce Ge · Junyan Wang · Ming Lin · Hesen Chen · Hao Li · Xiuyu Sun |
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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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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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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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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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Expo Demonstration
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Mon 8:00 |
Software-Delivered AI: Using Sparse-Quantization for Fastest Inference on Deep Neural Networks Mark J Kurtz |
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Expo Demonstration
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Mon 8:00 |
Efficient super-resolution using 4-bit integer quantization for real-time mobile applications Anjuman Raha |
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Workshop
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Quantization based Optimization : Alternative Stochastic Approximation of Global Optimization Jinwuk Seok · Changsik Cho |
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Workshop
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QuaLA-MiniLM: a Quantized Length Adaptive MiniLM Shira Guskin · Moshe Wasserblat · Haihao Shen · Chang Wang |
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Workshop
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Lattice Quantization Clément Metz · Thibault Allenet · Johannes Thiele · Antoine DUPRET · Olivier BICHLER |