Author

Bing He

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Preprint Oct 2026

Recasting DiT for Extreme Image Compression with Hierarchical Visual Priors

Pretrained diffusion models provide powerful generative priors for extreme image compression, but their stochastic, iterative generation processes are not designed to decode compressed representations directly. We present PrismCodec, which recasts a pretrained Diffusion Transformer (DiT) as a bitstream-grounded one-ste...

Yu-Nuo Chen, Jing-Nan Gao, Bing He et al. · 0 citations

Preprint Oct 2026

CompactSplat: Spatially Adaptive Gaussian Distribution for Feedforward Scene Reconstruction

Reconstructing 3D scenes from sparse views without per-scene optimization remains highly challenging, especially for recovering accurate geometry and fine textures. While recent feedforward approaches leverage generalizable 3D Gaussian Splatting (3DGS) for scene generation, they typically assign one or multiple Gaussia...

Bing He, Jing-Nan Gao, Yu-Nuo Chen et al. · 0 citations