Abstract: Vector-Quantization (VQ) based discrete generative models are widely used to learn powerful high-quality (HQ) priors for blind image restoration (BIR). In this paper, we diagnose the ...
Abstract: In a real-world infrared (IR) imaging system, effectively learning a consistent stripe noise removal model is essential. Most existing destriping methods cannot precisely reconstruct images ...
"Historical citations verified (LLM.int8 NeurIPS 2022, GPTQ ICLR 2023, AWQ MLSys 2024, SmoothQuant ICML 2023, QuaRot NeurIPS 2024, SpinQuant ICLR 2025)", "reviewer ...