Cui Ziteng

Illumination-Adaptive-Transformer. 🌕 [BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.

ICCV_MAET. 🌕 [ICCV 2021] Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection. A self-supervised learning way for low-light image object detection.

Aleth-NeRF. 🌕 [AAAI 2024] Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption (Low-light enhance / Exposure correction + NeRF)

ECCV_RAW_Adapter. 📷 [ECCV 2024] RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images

Luminance-GS. 🌕 [CVPR 2025] Luminance-GS: Adapting 3D Gaussian Splatting to Challenging Lighting Conditions with View-Adaptive Curve Adjustment

ECCV_AERIS. 📷 [ECCV 2022] Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection

Pytorch_IQA. Calculation PSNR/ SSIM/ LPIPS on pytorch.

MaskCLIP. Official PyTorch implementation of "Extract Free Dense Labels from CLIP" (ECCV 22 Oral)