ICLR 2025 "model quantization" Papers

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Catastrophic Failure of LLM Unlearning via Quantization

Zhiwei Zhang, Fali Wang, Xiaomin Li et al.

ICLR 2025posterarXiv:2410.16454
43
citations

DGQ: Distribution-Aware Group Quantization for Text-to-Image Diffusion Models

Hyogon Ryu, NaHyeon Park, Hyunjung Shim

ICLR 2025posterarXiv:2501.04304
7
citations

SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models

Muyang Li, Yujun Lin, Zhekai Zhang et al.

ICLR 2025posterarXiv:2411.05007
90
citations

SynQ: Accurate Zero-shot Quantization by Synthesis-aware Fine-tuning

Minjun Kim, Jongjin Kim, U Kang

ICLR 2025poster
8
citations