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07/17/2023
Extreme Image Compression using Fine-tuned VQGAN Models
Recent advances in generative compression methods have demonstrated rema...
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11/13/2022
SMR: Satisfied Machine Ratio Modeling for Machine Recognition-Oriented Image and Video Compression
Tons of images and videos are fed into machines for visual recognition a...
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06/27/2021
Post-Training Quantization for Vision Transformer
Recently, transformer has achieved remarkable performance on a variety o...
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12/01/2020
Pre-Trained Image Processing Transformer
As the computing power of modern hardware is increasing strongly, pre-tr...
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04/07/2020
Direct Speech-to-image Translation
Direct speech-to-image translation without text is an interesting and us...
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08/06/2019
Predictive Generalized Graph Fourier Transform for Attribute Compression of Dynamic Point Clouds
As 3D scanning devices and depth sensors advance, dynamic point clouds h...
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04/07/2019
Image and Video Compression with Neural Networks: A Review
In recent years, the image and video coding technologies have advanced b...
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08/18/2012
