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01/13/2023
Neural Image Compression with a Diffusion-Based Decoder
Diffusion probabilistic models have recently achieved remarkable success...
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08/08/2022
Boosting neural video codecs by exploiting hierarchical redundancy
In video compression, coding efficiency is improved by reusing pixels fr...
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07/18/2022
MobileCodec: Neural Inter-frame Video Compression on Mobile Devices
Realizing the potential of neural video codecs on mobile devices is a bi...
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03/03/2022
Region-of-Interest Based Neural Video Compression
Humans do not perceive all parts of a scene with the same resolution, bu...
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05/08/2020
Lossy Compression with Distortion Constrained Optimization
When training end-to-end learned models for lossy compression, one has t...
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04/09/2020
Feedback Recurrent Autoencoder for Video Compression
Recent advances in deep generative modeling have enabled efficient model...
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11/11/2019