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20222026
most citedGOLLIC: Learning Global Context beyond Patches for Lossless High-Resolution Image Compression

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cs.LG2026

Max-Window Scale Estimation for Near-Lossless HiF8 W8A8 Quantization-Aware Training

Yingying Cheng, Jinquan Shi, Li Zhou +4

Quantization-aware training (QAT) with low-bit floating-point formats enables efficient LLM deployment, yet introduces subtle failure modes invisible to standard training metrics.…