NeurIPS "post-training quantization" Papers

5 papers found

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ESCA: Enabling Seamless Codec Avatar Execution through Algorithm and Hardware Co-Optimization for Virtual Reality

Mingzhi Zhu, Ding Shang, Sai Qian Zhang

NeurIPS 2025posterarXiv:2510.24787

GPLQ: A General, Practical, and Lightning QAT Method for Vision Transformers

Guang Liang, Xinyao Liu, Jianxin Wu

NeurIPS 2025posterarXiv:2506.11784
4
citations

Q-Palette: Fractional-Bit Quantizers Toward Optimal Bit Allocation for Efficient LLM Deployment

DEOKJAE LEE, Hyun Oh Song

NeurIPS 2025posterarXiv:2509.20214

Quantization Error Propagation: Revisiting Layer-Wise Post-Training Quantization

Yamato Arai, Yuma Ichikawa

NeurIPS 2025posterarXiv:2504.09629
7
citations

VETA-DiT: Variance-Equalized and Temporally Adaptive Quantization for Efficient 4-bit Diffusion Transformers

Qinkai XU, yijin liu, YangChen et al.

NeurIPS 2025oral