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08/04/2023
RobustMQ: Benchmarking Robustness of Quantized Models
Quantization has emerged as an essential technique for deploying deep ne...
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04/18/2023
Outlier Suppression+: Accurate quantization of large language models by equivalent and optimal shifting and scaling
Quantization of transformer language models faces significant challenges...
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06/15/2022
Coarse-to-fine Deep Video Coding with Hyperprior-guided Mode Prediction
The previous deep video compression approaches only use the single scale...
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04/12/2022
CoupleFace: Relation Matters for Face Recognition Distillation
Knowledge distillation is an effective method to improve the performance...
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04/04/2022
Unsupervised Learning of Accurate Siamese Tracking
Unsupervised learning has been popular in various computer vision tasks,...
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02/25/2022
On The Design of a Light-weight FPGA Programming Framework for Graph Applications
FPGA accelerators designed for graph processing are gaining popularity. ...
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05/26/2021
CBANet: Towards Complexity and Bitrate Adaptive Deep Image Compression using a Single Network
In this paper, we propose a new deep image compression framework called ...
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03/15/2020