Continual Learning for Blind Image Quality Assessment

19 February 2021

Weixia Zhang

Dingquan Li

Chao Ma

Guangtao Zhai

Papers citing "Continual Learning for Blind Image Quality Assessment"

26 / 26 papers shown

Title
AI-Generated Image Quality Assessment Based on Task-Specific Prompt and Multi-Granularity Similarity Jili Xia Lihuo He Fei Gao K. Zhang Leida Li Xinbo Gao EGVM 63 1 0 25 Nov 2024
Descriptive Image Quality Assessment in the Wild Zhiyuan You Jinjin Gu Zheyuan Li Xin Cai Kaiwen Zhu Chao Dong Tianfan Xue EGVM 29 16 0 29 May 2024
Opinion-Unaware Blind Image Quality Assessment using Multi-Scale Deep Feature Statistics Zhangkai Ni Yue Liu Keyan Ding Wenhan Yang Hanli Wang Shiqi Wang 31 7 0 29 May 2024
Prompt Customization for Continual Learning Yong Dai Xiaopeng Hong Yabin Wang Zhiheng Ma D. Jiang Yaowei Wang 32 0 0 28 Apr 2024
When No-Reference Image Quality Models Meet MAP Estimation in Diffusion Latents Weixia Zhang Dingquan Li Guangtao Zhai Xiaokang Yang Kede Ma 25 1 0 11 Mar 2024
PromptIQA: Boosting the Performance and Generalization for No-Reference Image Quality Assessment via Prompts Zewen Chen Haina Qin Juan Wang Chunfen Yuan Bing Li Weiming Hu Liang Wang VLM 31 7 0 08 Mar 2024
Modular Blind Video Quality Assessment Wen Wen Mu-Wei Li Yabin Zhang Yiting Liao Junli Li Li Zhang Kede Ma 16 1 0 29 Feb 2024
Blind Image Quality Assessment: A Brief Survey Miaohui Wang 11 0 0 27 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 9 35 0 14 Dec 2023
Learning with Noisy Low-Cost MOS for Image Quality Assessment via Dual-Bias Calibration Lei Wang Qingbo Wu Desen Yuan K. Ngan Hongliang Li Fanman Meng Linfeng Xu 11 5 0 27 Nov 2023
HPCR: Holistic Proxy-based Contrastive Replay for Online Continual Learning Huiwei Lin Shanshan Feng Baoquan Zhang Xutao Li Y. Ong CLL 25 0 0 26 Sep 2023
Blind Image Quality Assessment Using Multi-Stream Architecture with Spatial and Channel Attention Hassan Khalid Nisar Ahmed 16 1 0 19 Jul 2023
Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective Weixia Zhang Guangtao Zhai Ying Wei Xiaokang Yang Kede Ma VLM 18 167 0 27 Mar 2023
Blind Multimodal Quality Assessment of Low-light Images Miaohui Wang Zhuowei Xu Mai Xu Weisi Lin 19 2 0 18 Mar 2023
Perceptual Attacks of No-Reference Image Quality Models with Human-in-the-Loop Weixia Zhang Dingquan Li Xiongkuo Min Guangtao Zhai Guodong Guo Xiaokang Yang Kede Ma OOD 24 34 0 03 Oct 2022
Learning from Mixed Datasets: A Monotonic Image Quality Assessment Model Zhaopeng Feng Keyang Zhang Shuyue Jia Baoliang Chen Shiqi Wang 17 6 0 21 Sep 2022
Forgetting to Remember: A Scalable Incremental Learning Framework for Cross-Task Blind Image Quality Assessment Rui Ma Qingbo Wu K. Ngan Hongliang Li Fanman Meng Linfeng Xu CLL 6 15 0 15 Sep 2022
CONVIQT: Contrastive Video Quality Estimator Pavan C. Madhusudana N. Birkbeck Yilin Wang Balu Adsumilli A. Bovik 33 21 0 29 Jun 2022
Distilling Knowledge from Object Classification to Aesthetics Assessment Jingwen Hou Henghui Ding Weisi Lin Weide Liu Yuming Fang 8 34 0 02 Jun 2022
A Deep Learning based No-reference Quality Assessment Model for UGC Videos Wei Sun Xiongkuo Min Wei Lu Guangtao Zhai 14 157 0 29 Apr 2022
UID2021: An Underwater Image Dataset for Evaluation of No-reference Quality Assessment Metrics Guojia Hou Yuxuan Li Huan Yang Kunqian Li Zhenkuan Pan 11 61 0 19 Apr 2022
Quality Assessment of Low Light Restored Images: A Subjective Study and an Unsupervised Model V. Kannan Sameer Malik R. Soundararajan OffRL 13 3 0 04 Feb 2022
Image Quality Assessment in the Modern Age Kede Ma Yuming Fang 14 14 0 19 Oct 2021
Blindly Assess Quality of In-the-Wild Videos via Quality-aware Pre-training and Motion Perception Bowen Li Weixia Zhang Meng Tian Guangtao Zhai Xianpei Wang 15 119 0 19 Aug 2021
Task-Specific Normalization for Continual Learning of Blind Image Quality Models Weixia Zhang Kede Ma Guangtao Zhai Xiaokang Yang VLM 10 24 0 28 Jul 2021
Semi-Supervised Deep Ensembles for Blind Image Quality Assessment Zhihua Wang Dingquan Li Kede Ma 12 7 0 26 Jun 2021