Author

Bin Chen

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Preprint Sep 2026

PIC: Revisiting INR for Image Coding with Fast Encoding and Sub-Millisecond Decoding

Implicit neural representation (INR) has achieved remarkable progress in novel view synthesis and image/video coding in recent years.Compared to conventional end-to-end image codecs, INR-based compressors demonstrate significant advantages in decoding complexity. However, their practical application has been hindered b...

Xiang Liu, Jin-Xiang Wang, Bin Chen et al. · 0 citations

#artificial intelligence Preprint Sep 2026

VoRTeC: Taming Foundation Flow for One-step Real time Video Compression

A Video Compression framework built upon a foundational flow model that enables the compressor to harness generative video flow priors effectively, which reduces bit consumption by 58\% and achieves one-step decoding and reconstructions with high perceptual fidelity.

Yichong Xia, Qin-Hong Wu, Bin Chen et al. · 1 citation · ⚡1