PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration

23 July 2020

Jinjin Gu

Papers citing "PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration"

50 / 114 papers shown

Title
Dual Prompting Image Restoration with Diffusion Transformers Dehong Kong Fan Li Zhixin Wang Jiaqi Xu Renjing Pei W. J. Li Wenqi Ren DiffM 69 0 0 24 Apr 2025
Coding-Prior Guided Diffusion Network for Video Deblurring Yike Liu Jianhui Zhang Haipeng Li Shuaicheng Liu B. Zeng DiffM 49 0 0 16 Apr 2025
DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution Zheng-Peng Duan Jiawei Zhang Xin Jin Zhe Zhang Zheng Xiong Dongqing Zou Jimmy S. Ren Chun-Le Guo Chongyi Li 42 0 0 30 Mar 2025
Q-Insight: Understanding Image Quality via Visual Reinforcement Learning Weiqi Li X. Zhang Shijie Zhao Yuyao Zhang Junlin Li Li Zhang Jian Zhang 50 3 0 28 Mar 2025
SparseGS-W: Sparse-View 3D Gaussian Splatting in the Wild with Generative Priors Yiqing Li Qing Guo Jiawei Wu Yikun Ma Zhi Jin 3DGS 44 0 0 25 Mar 2025
Exploring Semantic Feature Discrimination for Perceptual Image Super-Resolution and Opinion-Unaware No-Reference Image Quality Assessment Guanglu Dong Xiangyu Liao Mingyang Li Guihuan Guo Chao Ren 42 0 0 25 Mar 2025
CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution Runyi Li Bin Chen Jian Zhang Radu Timofte SupR 55 0 0 18 Mar 2025
Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption Du Chen Tianhe Wu Kede Ma Lei Zhang 38 2 0 14 Mar 2025
BELE: Blur Equivalent Linearized Estimator Paolo Giannitrapani E. D. D. Claudio G. Jacovitti 41 0 0 01 Mar 2025
Diffusion Restoration Adapter for Real-World Image Restoration Hanbang Liang Zhen Wang Weihui Deng DiffM 41 0 0 28 Feb 2025
Revisiting the Generalization Problem of Low-level Vision Models Through the Lens of Image Deraining Jinfan Hu Zhiyuan You Jinjin Gu Kaiwen Zhu Tianfan Xue Chao Dong 50 0 0 18 Feb 2025
Lossy Compression with Pretrained Diffusion Models Jeremy Vonderfecht Feng Liu DiffM 97 1 0 20 Jan 2025
Image Quality Assessment: Investigating Causal Perceptual Effects with Abductive Counterfactual Inference Wenhao Shen Mingliang Zhou Yu Chen Xuekai Wei Jun Luo Huayan Pu Weijia Jia CML 89 0 0 22 Dec 2024
Image Quality Assessment: Enhancing Perceptual Exploration and Interpretation with Collaborative Feature Refinement and Hausdorff distance Xuekai Wei Junyu Zhang Qinlin Hu Mingliang Zhou\\Yong Feng Weizhi Xian Huayan Pu Sam Kwong 80 0 0 20 Dec 2024
Towards Unified Benchmark and Models for Multi-Modal Perceptual Metrics Sara Ghazanfari Siddharth Garg Nicolas Flammarion Prashanth Krishnamurthy Farshad Khorrami Francesco Croce VLM 96 0 0 13 Dec 2024
IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models Khaled Abud Sergey Lavrushkin Alexey Kirillov D. Vatolin 94 0 0 02 Dec 2024
Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance Jingtong Yue Xin Lin Zijiu Yang Chao Ren 90 0 0 26 Nov 2024
Semi-Supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization Hongtao Wu Yijun Yang Angelica I Aviles-Rivero Jingjing Ren Sixiang Chen Haoyu Chen Lei Zhu 42 0 0 10 Oct 2024
Overcoming False Illusions in Real-World Face Restoration with Multi-Modal Guided Diffusion Model Keda Tao Jinjin Gu Yulun Zhang Xiucheng Wang Nan Cheng DiffM 59 3 0 05 Oct 2024
Foundation Models Boost Low-Level Perceptual Similarity Metrics Abhijay Ghildyal Nabajeet Barman Saman Zadtootaghaj 42 3 0 11 Sep 2024
Boosting CLIP Adaptation for Image Quality Assessment via Meta-Prompt Learning and Gradient Regularization Xudong Li Zihao Huang R. Hu Yan Zhang Liujuan Cao Rongrong Ji VLM 32 0 0 09 Sep 2024
Efficient Image Restoration through Low-Rank Adaptation and Stable Diffusion XL Haiyang Zhao DiffM 26 0 0 30 Aug 2024
LAR-IQA: A Lightweight, Accurate, and Robust No-Reference Image Quality Assessment Model Nasim Jamshidi Avanaki Abhijay Ghildyal Nabajeet Barman Saman Zadtootaghaj VLM 40 1 0 30 Aug 2024
Sliced Maximal Information Coefficient: A Training-Free Approach for Image Quality Assessment Enhancement Kang Xiao Xu Wang Yulin He Baoliang Chen Xuelin Shen 26 1 0 19 Aug 2024
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models Haoyu Chen Wenbo Li Jinjin Gu Jingjing Ren Sixiang Chen Tian-Chun Ye Renjing Pei Kaiwen Zhou Fenglong Song Lei Zhu OffRL 52 10 0 25 Jul 2024
AID-AppEAL: Automatic Image Dataset and Algorithm for Content Appeal Enhancement and Assessment Labeling Sherry X. Chen Yaron Vaxman Elad Ben Baruch David Asulin Aviad Moreshet Misha Sra Pradeep Sen 37 0 0 08 Jul 2024
Sagiri: Low Dynamic Range Image Enhancement with Generative Diffusion Prior Baiang Li Sizhuo Ma Yanhong Zeng Xiaogang Xu Youqing Fang Zhao Zhang Jian Wang Kai Chen DiffM 32 1 0 13 Jun 2024
GenzIQA: Generalized Image Quality Assessment using Prompt-Guided Latent Diffusion Models Diptanu De Shankhanil Mitra R. Soundararajan 47 2 0 07 Jun 2024
Descriptive Image Quality Assessment in the Wild Zhiyuan You Jinjin Gu Zheyuan Li Xin Cai Kaiwen Zhu Chao Dong Tianfan Xue EGVM 48 16 0 29 May 2024
Does Diffusion Beat GAN in Image Super Resolution? Denis Kuznedelev Valerii Startsev Daniil Shlenskii Sergey Kastryulin 44 4 0 27 May 2024
PatchScaler: An Efficient Patch-Independent Diffusion Model for Super-Resolution Yong Liu Hang Dong Jinshan Pan Qingji Dong Kai-xiang Chen Rongxiang Zhang Lean Fu Fei Wang DiffM 47 1 0 27 May 2024
FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via Selective Tensor Freezing Kai Huang Wei Gao 42 2 0 24 May 2024
How Quality Affects Deep Neural Networks in Fine-Grained Image Classification Joseph Smith Zheming Zuo Jonathan Stonehouse Boguslaw Obara 34 2 0 09 May 2024
Bridging the Synthetic-to-Authentic Gap: Distortion-Guided Unsupervised Domain Adaptation for Blind Image Quality Assessment Aobo Li Jinjian Wu Yongxu Liu Leida Li 38 2 0 07 May 2024
Reference-Free Image Quality Metric for Degradation and Reconstruction Artifacts Han Cui A. D. Goyeneche Efrat Shimron Boyuan Ma Michael Lustig 29 0 0 01 May 2024
NTIRE 2024 Quality Assessment of AI-Generated Content Challenge Xiaohong Liu Xiongkuo Min Guangtao Zhai Chunyi Li Tengchuan Kou ... Qi Yan Youran Qu Xiaohui Zeng Lele Wang Renjie Liao 58 29 0 25 Apr 2024
AddSR: Accelerating Diffusion-based Blind Super-Resolution with Adversarial Diffusion Distillation Rui Xie Ying Tai Chen Zhao Kai Zhang Zhenyu Zhang Jun Zhou Xiaoqian Ye Qian Wang Jian Yang 42 23 0 02 Apr 2024
QUASAR: QUality and Aesthetics Scoring with Advanced Representations Sergey Kastryulin Denis Prokopenko Artem Babenko Dmitry V. Dylov 38 0 0 11 Mar 2024
Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning Haoyu Chen Wenbo Li Jinjin Gu Jingjing Ren Haoze Sun X. Zou Zhensong Zhang Youliang Yan Lei Zhu 36 15 0 05 Mar 2024
Navigating Beyond Dropout: An Intriguing Solution Towards Generalizable Image Super Resolution Hongjun Wang Jiyuan Chen Yinqiang Zheng Tieyong Zeng OOD 41 2 0 29 Feb 2024
Towards Open-ended Visual Quality Comparison Haoning Wu Hanwei Zhu Zicheng Zhang Erli Zhang Chaofeng Chen ... Qiong Yan Xiaohong Liu Guangtao Zhai Shiqi Wang Weisi Lin AAML 64 49 0 26 Feb 2024
A Lightweight Parallel Framework for Blind Image Quality Assessment Qunyue Huang Bin Fang 36 0 0 19 Feb 2024
A Benchmark for Multi-modal Foundation Models on Low-level Vision: from Single Images to Pairs Zicheng Zhang Haoning Wu Erli Zhang Guangtao Zhai Weisi Lin VLM 24 8 0 11 Feb 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild Fanghua Yu Jinjin Gu Zheyuan Li Jinfan Hu Xiangtao Kong Xintao Wang Jingwen He Yu Qiao Chao Dong 36 129 0 24 Jan 2024
Deep Shape-Texture Statistics for Completely Blind Image Quality Evaluation Yixuan Li Peilin Chen Hanwei Zhu Keyan Ding Leida Li Shiqi Wang 28 3 0 16 Jan 2024
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 59 2 0 15 Dec 2023
Depicting Beyond Scores: Advancing Image Quality Assessment through Multi-modal Language Models Zhiyuan You Zheyuan Li Jinjin Gu Zhenfei Yin Tianfan Xue Chao Dong EGVM 26 35 0 14 Dec 2023
Exploring the Naturalness of AI-Generated Images Zijian Chen Wei Sun Haoning Wu Zicheng Zhang Jun Jia ... Fengyu Sun Shangling Jui Xiongkuo Min Guangtao Zhai Wenjun Zhang 25 19 0 09 Dec 2023
Learning Generalizable Perceptual Representations for Data-Efficient No-Reference Image Quality Assessment Suhas Srinath Shankhanil Mitra Shika Rao R. Soundararajan OOD 29 5 0 08 Dec 2023
AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion Yitong Jiang Zhaoyang Zhang Tianfan Xue Liang Feng DiffM 46 43 0 16 Oct 2023