suhas-srinath / GRepQLinks
Official repository for our paper titled "Learning Generalizable Perceptual Representations for Data-Efficient No-Reference Image Quality Assessment".
☆14Updated last year
Alternatives and similar repositories for GRepQ
Users that are interested in GRepQ are comparing it to the libraries listed below
Sorting:
- Checkpoints, logs and source code for AAAI-23 paper 'Data-Efficient Image Quality Assessment with Attention-Panel Decoder'☆39Updated last year
- Official implementation for CVPR2023 Paper "Re-IQA : Unsupervised Learning for Image Quality Assessment in the Wild"☆108Updated last year
- [ECCV 2024] UniProcessor: A Text-induced Unified Low-level Image Processor☆25Updated 6 months ago
- Unifying Image Processing as Visual Prompting Question Answering☆21Updated last year
- [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration☆41Updated 10 months ago
- Official codes for "Q-Ground: Image Quality Grounding with Large Multi-modality Models", ACM MM2024 (Oral)☆42Updated 8 months ago
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆59Updated last year
- ☆22Updated last year
- [ECCV 2024] Restore Anything with Masks: Leveraging Mask Image Modeling for Blind All-in-One Image Restoration☆76Updated 4 months ago
- [ECCV 2024] Official Pytorch Implementation of A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment☆85Updated 11 months ago
- [arXiv 2023] Improving Image Restoration through Removing Degradations in Textual Representations☆87Updated last year
- Towards Effective Multiple-in-One Image Restoration: A Sequential and Prompt Learning Strategy☆77Updated last year
- ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration☆105Updated 8 months ago
- 🔥Official PyTorch implementation for "LM4LV: A Frozen Large Language Model for Low-level Vision Tasks".☆51Updated last year
- Blind Quality Assessment for in-the-Wild Images via Hierarchical Feature Fusion and Iterative Mixed Database Training☆31Updated last year
- [Neurips 24 Spotlight] Training in Pairs + Inference on Single Image with Anchors☆40Updated 4 months ago
- [NeurIPS2024] Tune your restoration model with one 3090 GPU!☆74Updated 6 months ago
- [ICLR 2025] An Intelligent Agentic System for Complex Image Restoration Problems☆88Updated 4 months ago
- ☆89Updated 5 months ago
- Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).☆57Updated 5 months ago
- Official code for our CVPR 2025 paper: "Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption"☆37Updated last month
- [CVPR 2024] Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal☆19Updated last year
- PyTorch code for our paper "Grounding-IQA: Multimodal Language Grounding Model for Image Quality Assessment"☆46Updated last month
- [CVPR 2024] Official code release of our paper "Diff-Plugin: Revitalizing Details for Diffusion-based Low-level tasks"☆160Updated last year
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆74Updated 4 months ago
- ☆52Updated 2 months ago
- Official code repository for the paper: "DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild"☆19Updated 3 weeks ago
- [ECCV2024] XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution☆74Updated last year
- [ECCV‘24] Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint☆37Updated 8 months ago
- The code source of MoE-DiffIR☆40Updated 3 months ago