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9 Results
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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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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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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 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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Tue 14:00 |
ClimbQ: Class Imbalanced Quantization Enabling Robustness on Efficient Inferences Ting-An Chen · De-Nian Yang · Ming-syan Chen |
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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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Fri 3:50 |
Post-Training Neural Network Compression With Variational Bayesian Quantization Zipei Tan · Robert Bamler |
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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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Tue 14:00 |
FP8 Quantization: The Power of the Exponent Andrey Kuzmin · Mart van Baalen · Yuwei Ren · Markus Nagel · Jorn Peters · Tijmen Blankevoort |