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Deformable DETR: Deformable Transformers for End-to-End Object Detection.
Dual-Criterion Quality Loss for Blind Image Quality Assessment
Learned Scanpaths Aid Blind Panoramic Video Quality Assessment (CVPR 2024)
Vision-Language Consistency Guided Multi-modal Prompt Learning for Blind AI Generated Image Quality Assessment, SPL 2024
Adaptive Hypergraph Convolutional Network for No-Reference 360-degree Image Quality Assessment, ACM MM 2022
[NeurIPS 2023] Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment
AL-IQA: Active Learning-Based Sample Selection for Label-Efficient Blind Image Quality Assessment
[TIP2024] Task-specific normalization for continual learning of blind image quality models
Official repository for our paper titled "Learning Generalizable Perceptual Representations for Data-Efficient No-Reference Image Quality Assessment".
Checkpoints, logs and source code for AAAI-23 paper 'Data-Efficient Image Quality Assessment with Attention-Panel Decoder'
This is official repository of article :“Semi-Supervised Authentically Distorted Image Quality Assessment with Consistency-Preserving Dual-Branch Convolutional Neural Network” . TMM2022. DOI: 10.11…
Private 1st code of AI competition "2023 Samsung AI Challenge : Image Quality Assessment" hosted by Samsung & Dacon
[ICME2024, Official Code] for paper "Bringing Textual Prompt to AI-Generated Image Quality Assessment"
[IEEE TCSVT2023] A Fine-grained Subjective Perception & Alignment Database for AI Generated Image Quality Assessment
AGIQA-1k-Database for AI Generated Content Image Quality Assessment
[1st Official Code] Quality Assessment for AI-Generated Content - Track 1: Image AIGC内容质量评估冠军方案
DACNN: Universal Blind Image Quality Assessment via A Distortion-Aware Convolutional Neural Network
[WACV 2024 Oral] - ARNIQA: Learning Distortion Manifold for Image Quality Assessment
[CVPRW 2022] MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment
👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...
No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency
This is the official code base of paper "Uncertainty-aware Traffic Prediction under Missing Data" accepted by ICDM 2023 as a short paper
Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"