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H-DDCM 以隐式随机 Hadamard 字典取代稠密高斯码本，并采用无表字典序编码，实现可扩展、低内存的训练自由生成式图像与视频压缩，在单 GPU 上接近实时处理长视频。
CurveCodec 2 introduces skeleton-agnostic skeletal animation compression that codes motion curves in the logmap with a small learned entropy model, achieving 0.37x ACL's byte usage under a worst-case per-joint error contract and 0.22x under a mean-error contract while decoding on a single CPU core and transferring without retraining to unseen species.
D-Quant is a flexible KV cache quantization framework using driftable entropy coding to convert variable-length representations into fixed-size bitstreams, enabling efficient parallel dequantization in attention kernels and achieving up to 7x memory reduction and 3.5x throughput improvement while preserving near BF16 performance.
BZip3 is a high-performance compression tool that offers superior compression ratios and speed compared to its predecessor BZip2, utilizing advanced algorithms like context mixing entropy coding and Burrows-Wheeler transform.
This blog post analyzes the PivCo-Huffman paper, which introduces 'merge' operations for parallel Huffman decoding, enabling efficient vectorized and GPU-friendly decoding without interleaving overhead.
Google engineers recount the decade-long open-source journey behind JPEG XL, highlighting key experiments like WebP Lossless, Butteraugli, and Guetzli that shaped the next-generation image standard.
libwce is a minimal, patent-clean Rust library implementing a Bit-Plane Count (BPC) entropy layer for wavelet codecs, providing a stateless and dependency-free module for entropy coding.