"quantization-aware training" Papers

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

Guang Liang, Xinyao Liu, Jianxin Wu

NEURIPS 2025arXiv:2506.11784
4
citations

Saliency-Aware Quantized Imitation Learning for Efficient Robotic Control

Seongmin Park, Hyungmin Kim, Sangwoo kim et al.

ICCV 2025arXiv:2505.15304
1
citations

Task-Specific Zero-shot Quantization-Aware Training for Object Detection

Changhao Li, Xinrui Chen, Ji Wang et al.

ICCV 2025arXiv:2507.16782
1
citations

A2Q+: Improving Accumulator-Aware Weight Quantization

Ian Colbert, Alessandro Pappalardo, Jakoba Petri-Koenig et al.

ICML 2024arXiv:2401.10432
10
citations

Overcoming Distribution Mismatch in Quantizing Image Super-Resolution Networks

Cheeun Hong, Kyoung Mu Lee

ECCV 2024arXiv:2307.13337
3
citations

PB-LLM: Partially Binarized Large Language Models

Zhihang Yuan, Yuzhang Shang, Zhen Dong

ICLR 2024arXiv:2310.00034
82
citations

Reshape and Adapt for Output Quantization (RAOQ): Quantization-aware Training for In-memory Computing Systems

Bonan Zhang, Chia-Yu Chen, Naveen Verma

ICML 2024