"network quantization" Papers

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Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization

Jiaxin Deng, Junbiao Pang, Baochang Zhang et al.

AAAI 2025paperarXiv:2406.08001
5
citations

Quantization without Tears

Minghao Fu, Hao Yu, Jie Shao et al.

CVPR 2025arXiv:2411.13918
16
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

Text Embedding Knows How to Quantize Text-Guided Diffusion Models

Hongjae Lee, Myungjun Son, Dongjea Kang et al.

ICCV 2025arXiv:2507.10340
1
citations

Towards Lossless Implicit Neural Representation via Bit Plane Decomposition

Woo Kyoung Han, Byeonghun Lee, Hyunmin Cho et al.

CVPR 2025arXiv:2502.21001

A Simple Low-bit Quantization Framework for Video Snapshot Compressive Imaging

Miao Cao, Lishun Wang, Huan Wang et al.

ECCV 2024arXiv:2407.21517
4
citations

Overcoming Distribution Mismatch in Quantizing Image Super-Resolution Networks

Cheeun Hong, Kyoung Mu Lee

ECCV 2024arXiv:2307.13337
3
citations

Toward INT4 Fixed-Point Training via Exploring Quantization Error for Gradients

Dohyung Kim, Junghyup Lee, Jeimin Jeon et al.

ECCV 2024arXiv:2407.12637
2
citations