You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer
for Image Enhancement and Exposure Correction

You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction

30 May 2022

Ziteng Cui

Yu Qiao

Papers citing "You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction"

17 / 17 papers shown

Title
Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve Adjustment Ziteng Cui Xuangeng Chu Tatsuya Harada 3DGS 53 0 0 02 Apr 2025
YOLO-LLTS: Real-Time Low-Light Traffic Sign Detection via Prior-Guided Enhancement and Multi-Branch Feature Interaction Ziyu Lin Yunfan Wu Yuhang Ma Junzhou Chen Ronghui Zhang Jiaming Wu Guodong Yin Liang Lin 51 0 0 18 Mar 2025
Discovering an Image-Adaptive Coordinate System for Photography Processing Ziteng Cui Lin Gu Tatsuya Harada 38 1 0 11 Jan 2025
Dual Degradation-Inspired Deep Unfolding Network for Low-Light Image Enhancement Huake Wang Xingsong Hou Xiaoyang Yan Kaibing Zhang Xiangyong Cao Xueming Qian 84 0 0 03 Jan 2025
Text in the Dark: Extremely Low-Light Text Image Enhancement Che-Tsung Lin Chun Chet Ng Zhi Qin Tan Wan Jun Nah Xinyu Wang Jie-Long Kew Po-Hao Hsu Shang-Hong Lai Chee Seng Chan Christopher Zach 18 0 0 22 Apr 2024
A Lightweight Low-Light Image Enhancement Network via Channel Prior and Gamma Correction Shyang-En Weng S. Miaou Ricky Christanto 21 2 0 28 Feb 2024
4K-Resolution Photo Exposure Correction at 125 FPS with ~8K Parameters Yijie Zhou Chao Li Jin Liang Tianyi Xu Xin Liu Jun Xu 3DV 11 9 0 15 Nov 2023
CNN Injected Transformer for Image Exposure Correction Shuning Xu Xiangyu Chen Binbin Song Jiantao Zhou ViT 9 6 0 08 Sep 2023
PE-YOLO: Pyramid Enhancement Network for Dark Object Detection Xi Yin Zhen Yu Zetao Fei Wen Lv Xinchen Gao ObjD 11 34 0 20 Jul 2023
FLIGHT Mode On: A Feather-Light Network for Low-Light Image Enhancement Mustafa Ozcan Hamza Ergezer Mustafa Ayazoglu 3DV 18 5 0 18 May 2023
A Survey on Causal Representation Learning and Future Work for Medical Image Analysis Chang-Tien Lu OOD BDL CML MedIm 9 0 0 28 Oct 2022
UniFormer: Unifying Convolution and Self-attention for Visual Recognition Kunchang Li Yali Wang Junhao Zhang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 125 360 0 24 Jan 2022
Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling Renrui Zhang Rongyao Fang Wei Zhang Peng Gao Kunchang Li Jifeng Dai Yu Qiao Hongsheng Li VLM 170 281 0 06 Nov 2021
Auto White-Balance Correction for Mixed-Illuminant Scenes Mahmoud Afifi Marcus A. Brubaker Michael S. Brown 61 26 0 17 Sep 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 239 2,554 0 04 May 2021
Colorization Transformer Manoj Kumar Dirk Weissenborn Nal Kalchbrenner ViT 210 155 0 08 Feb 2021
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 168 1,157 0 04 May 2018