scott-yjyang / DiffTTA
[CVPR 2024] Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal
☆16Updated 9 months ago
Alternatives and similar repositories for DiffTTA:
Users that are interested in DiffTTA are comparing it to the libraries listed below
- [ECCV 2024] Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration☆70Updated last month
- ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration☆101Updated 4 months ago
- [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration☆41Updated 7 months ago
- Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).☆25Updated last month
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆71Updated last year
- [ECCV‘24] Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint☆31Updated 4 months ago
- [NeurIPS2024] Tune your restoration model with one 3090 GPU!☆67Updated 2 months ago
- [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration☆62Updated 5 months ago
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆37Updated last week
- 🔥Official PyTorch implementation for "LM4LV: A Frozen Large Language Model for Low-level Vision Tasks".☆48Updated 9 months ago
- ☆50Updated last year
- Codes for CVPR2023 paper "DegAE: A New Pretraining Paradigm for Low-level Vision"☆76Updated last year
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆55Updated 11 months ago
- ☆69Updated 9 months ago
- ☆11Updated 4 months ago
- ☆40Updated 2 months ago
- CVPR2024: Transfer CLIP for Generalizable Image Denoising☆68Updated 9 months ago
- GitHub repository for our project "Efficient Degradation-aware Any Image Restoration"☆31Updated 3 weeks ago
- The official Pytorch Implementation of AnyIR for All in One Image Restoration☆24Updated 2 months ago
- Codes of Interpreting Low-level Vision Models with Causal Effect Maps☆15Updated 2 months ago
- Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration☆34Updated 8 months ago
- [AAAI‘ 2025 ] "AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement".☆10Updated 2 weeks ago
- [ECCV 2024] UniProcessor: A Text-induced Unified Low-level Image Processor☆23Updated 3 months ago
- Xformer: Hybrid X-Shaped Transformer for Image Denoising☆42Updated last year
- [ECCV2024] "Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal", https://arxiv.org/abs/2407.16957☆46Updated this week
- ☆24Updated last year
- [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"☆30Updated 4 months ago
- Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising (AAAI 2025)☆48Updated 3 months ago
- ☆72Updated last month
- [ICCV 2023] Official repository for the paper "From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Remo…☆28Updated last year