UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment
Fuente:
arXiv
Saved in:
| Main Authors: | Zhou, Hantao, Tang, Longxiang, Yang, Rui, Qin, Guanyi, Zhang, Yan, Li, Yutao, Li, Xiu, Hu, Runze, Zhai, Guangtao |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Gamma: Toward Generic Image Assessment with Mixture of Assessment Experts
by: Zhou, Hantao, et al.
Published: (2025)
by: Zhou, Hantao, et al.
Published: (2025)
UniHead: Unifying Multi-Perception for Detection Heads
by: Zhou, Hantao, et al.
Published: (2023)
by: Zhou, Hantao, et al.
Published: (2023)
Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models
by: Tang, Longxiang, et al.
Published: (2024)
by: Tang, Longxiang, et al.
Published: (2024)
Vision-Language Consistency Guided Multi-modal Prompt Learning for Blind AI Generated Image Quality Assessment
by: Fu, Jun, et al.
Published: (2024)
by: Fu, Jun, et al.
Published: (2024)
DR.Experts: Differential Refinement of Distortion-Aware Experts for Blind Image Quality Assessment
by: Fu, Bohan, et al.
Published: (2026)
by: Fu, Bohan, et al.
Published: (2026)
Video Object Segmentation with Dynamic Query Modulation
by: Zhou, Hantao, et al.
Published: (2024)
by: Zhou, Hantao, et al.
Published: (2024)
VITAL: Vision-Encoder-centered Pre-training for LMMs in Visual Quality Assessment
by: Jia, Ziheng, et al.
Published: (2025)
by: Jia, Ziheng, et al.
Published: (2025)
Uni-Mlip: Unified Self-supervision for Medical Vision Language Pre-training
by: Bawazir, Ameera, et al.
Published: (2024)
by: Bawazir, Ameera, et al.
Published: (2024)
UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture
by: Cao, Shuo, et al.
Published: (2025)
by: Cao, Shuo, et al.
Published: (2025)
Ges-QA: A Multidimensional Quality Assessment Dataset for Audio-to-3D Gesture Generation
by: Gao, Zhilin, et al.
Published: (2025)
by: Gao, Zhilin, et al.
Published: (2025)
UniProcessor: A Text-induced Unified Low-level Image Processor
by: Duan, Huiyu, et al.
Published: (2024)
by: Duan, Huiyu, et al.
Published: (2024)
DeQA-Doc: Adapting DeQA-Score to Document Image Quality Assessment
by: Gao, Junjie, et al.
Published: (2025)
by: Gao, Junjie, et al.
Published: (2025)
Exploring Instruction Data Quality for Explainable Image Quality Assessment
by: Li, Yunhao, et al.
Published: (2025)
by: Li, Yunhao, et al.
Published: (2025)
UniVid: Unifying Vision Tasks with Pre-trained Video Generation Models
by: Chen, Lan, et al.
Published: (2025)
by: Chen, Lan, et al.
Published: (2025)
fMRI Exploration of Visual Quality Assessment
by: Zhang, Yiming, et al.
Published: (2024)
by: Zhang, Yiming, et al.
Published: (2024)
UNQA: Unified No-Reference Quality Assessment for Audio, Image, Video, and Audio-Visual Content
by: Cao, Yuqin, et al.
Published: (2024)
by: Cao, Yuqin, et al.
Published: (2024)
Exploring Image Quality Assessment from a New Perspective: Pupil Size
by: Gao, Yixuan, et al.
Published: (2025)
by: Gao, Yixuan, et al.
Published: (2025)
UniMTS: Unified Pre-training for Motion Time Series
by: Zhang, Xiyuan, et al.
Published: (2024)
by: Zhang, Xiyuan, et al.
Published: (2024)
Quality Assessment for AI Generated Images with Instruction Tuning
by: Wang, Jiarui, et al.
Published: (2024)
by: Wang, Jiarui, et al.
Published: (2024)
Assessing UHD Image Quality from Aesthetics, Distortions, and Saliency
by: Sun, Wei, et al.
Published: (2024)
by: Sun, Wei, et al.
Published: (2024)
Feature Denoising Diffusion Model for Blind Image Quality Assessment
by: Li, Xudong, et al.
Published: (2024)
by: Li, Xudong, et al.
Published: (2024)
ESIQA: Perceptual Quality Assessment of Vision-Pro-based Egocentric Spatial Images
by: Zhu, Xilei, et al.
Published: (2024)
by: Zhu, Xilei, et al.
Published: (2024)
Efficient Face Image Quality Assessment via Self-training and Knowledge Distillation
by: Sun, Wei, et al.
Published: (2025)
by: Sun, Wei, et al.
Published: (2025)
UniTE: A Survey and Unified Pipeline for Pre-training Spatiotemporal Trajectory Embeddings
by: Lin, Yan, et al.
Published: (2024)
by: Lin, Yan, et al.
Published: (2024)
Contrastive Local Manifold Learning for No-Reference Image Quality Assessment
by: Huang, Zihao, et al.
Published: (2024)
by: Huang, Zihao, et al.
Published: (2024)
One Model, Two Minds: Task-Conditioned Reasoning for Unified Image Quality and Aesthetic Assessment
by: Yin, Wen, et al.
Published: (2026)
by: Yin, Wen, et al.
Published: (2026)
Charting the Path Forward: CT Image Quality Assessment -- An In-Depth Review
by: Xun, Siyi, et al.
Published: (2024)
by: Xun, Siyi, et al.
Published: (2024)
Structure Matters: Revisiting Boundary Refinement in Video Object Segmentation
by: Qin, Guanyi, et al.
Published: (2025)
by: Qin, Guanyi, et al.
Published: (2025)
Embodied Image Quality Assessment for Robotic Intelligence
by: Zhang, Jianbo, et al.
Published: (2024)
by: Zhang, Jianbo, et al.
Published: (2024)
Scale Contrastive Learning with Selective Attentions for Blind Image Quality Assessment
by: Hu, Runze, et al.
Published: (2024)
by: Hu, Runze, et al.
Published: (2024)
Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code Generation
by: Cui, Xuehao, et al.
Published: (2024)
by: Cui, Xuehao, et al.
Published: (2024)
Adaptive Feature Selection for No-Reference Image Quality Assessment by Mitigating Semantic Noise Sensitivity
by: Li, Xudong, et al.
Published: (2023)
by: Li, Xudong, et al.
Published: (2023)
ELIQ: A Label-Free Framework for Quality Assessment of Evolving AI-Generated Images
by: Li, Xinyue, et al.
Published: (2026)
by: Li, Xinyue, et al.
Published: (2026)
SIQA: Toward Reliable Scientific Image Quality Assessment
by: Li, Wenzhe, et al.
Published: (2026)
by: Li, Wenzhe, et al.
Published: (2026)
UNIAA: A Unified Multi-modal Image Aesthetic Assessment Baseline and Benchmark
by: Zhou, Zhaokun, et al.
Published: (2024)
by: Zhou, Zhaokun, et al.
Published: (2024)
Multi-Modal Prompt Learning on Blind Image Quality Assessment
by: Pan, Wensheng, et al.
Published: (2024)
by: Pan, Wensheng, et al.
Published: (2024)
Decoupling Perception and Calibration: Label-Efficient Image Quality Assessment Framework
by: Li, Xinyue, et al.
Published: (2026)
by: Li, Xinyue, et al.
Published: (2026)
Towards Explainable Partial-AIGC Image Quality Assessment
by: Qian, Jiaying, et al.
Published: (2025)
by: Qian, Jiaying, et al.
Published: (2025)
UARE: A Unified Vision-Language Model for Image Quality Assessment, Restoration, and Enhancement
by: Li, Weiqi, et al.
Published: (2025)
by: Li, Weiqi, et al.
Published: (2025)
DSMix: Distortion-Induced Sensitivity Map Based Pre-training for No-Reference Image Quality Assessment
by: Shi, Jinsong, et al.
Published: (2024)
by: Shi, Jinsong, et al.
Published: (2024)
Similar Items
-
Gamma: Toward Generic Image Assessment with Mixture of Assessment Experts
by: Zhou, Hantao, et al.
Published: (2025) -
UniHead: Unifying Multi-Perception for Detection Heads
by: Zhou, Hantao, et al.
Published: (2023) -
Mind the Interference: Retaining Pre-trained Knowledge in Parameter Efficient Continual Learning of Vision-Language Models
by: Tang, Longxiang, et al.
Published: (2024) -
Vision-Language Consistency Guided Multi-modal Prompt Learning for Blind AI Generated Image Quality Assessment
by: Fu, Jun, et al.
Published: (2024) -
DR.Experts: Differential Refinement of Distortion-Aware Experts for Blind Image Quality Assessment
by: Fu, Bohan, et al.
Published: (2026)