Generative Model
Survey
A Comprehensive Survey and Taxonomy on Single Image Dehazing Based on Deep Learning.
J. Gui, X. Cong, Y. Cao, W. Ren, J. Zhang, J. Zhang, J. Cao, D. Tao
ACM Computing Surveys, vol. 55, no. 13s, article 279, pp. 1-37, 2023. [Code]
Paper: arxiv , 中文版,第40页开始(Chinese version) , Conference version: IJCAI 2021
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications.
J. Gui, Z. Sun, Y. Wen, D. Tao, J. Ye
IEEE Transactions on Knowledge and Data Engineering, vol. 35, no. 4, pp. 3313-3332, 2023.
Paper: IEEE main paper (pdf), IEEE supplementary material (pdf), IEEE main paper, IEEE supplementary material, arxiv
Slide: Slide
Video: Video (讲解视频), VALSE 短教程 第08期
News: Zhuanzhi, 机器之心
A Comprehensive Survey on Image Dehazing Based on Deep Learning. [Code]
J. Gui, X. Cong, Y. Cao*, W. Ren, J. Zhang, J. Zhang, D. Tao
International Joint Conference on Artificial Intelligence (IJCAI), 2021.
Paper: arxiv, (Chinese version)中文版,第40页开始, IJCAI 2021
Algorithms
A Semi-supervised Nighttime Dehazing Baseline with Spatial-Frequency Aware and Realistic Brightness Constraint.
X. Cong, J. Gui*, J. Zhang, J. Hou, H. Shen.
Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2631-2640, 2024. [Code], [arxiv ]
Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection.
H. Wang, A. Xu, P. Ding, J. Gui*.
AAAI Conference on Artificial Intelligence (AAAI), 2025. [Code]
Underwater Organism Color Fine-tuning via Decomposition and Guidance.
X. Cong, J. Gui*, J. Hou.
AAAI Conference on Artificial Intelligence (AAAI), pp. 1389-1398, 2024. [Code]
Fooling the Image Dehazing Models by First Order Gradient
J. Gui, X. Cong, C. Peng, Y. Tang, J. Kwok
IEEE Transactions on Circuits and Systems for Video Technology, vol. 34, no. 7, pp. 6265-6278, 2024. [Code]
Paper: arxiv
Video: Video (讲解视频), Valse论文速览
Response Generation in Social Network with Topic and Emotion Constraints
B. Cao, J. Cao*, B. Liu, J. Gui*, J. Zhou, Y. Tang, J. Kwok
IEEE Transactions on Computational Social Systems, vol. 11, no. 5, pp. 6592-6604, 2024.
Illumination Controllable Dehazing Network based on Unsupervised Retinex Embedding
J. Gui, X. Cong, L. He, Y. Tang, J. Kwok
IEEE Transactions on Multimedia, vol. 26, pp. 4819-4830, 2024. [Code]
AlignVE: Visual Entailment Recognition Based on Alignment Relations
B. Cao, J. Cao*, J. Gui*, J. Shen, B. Liu, L. He, Y. Tang, J. Kwok
IEEE Transactions on Multimedia, vol. 25, pp. 7378-7387, 2023.
Discrete Haze Level Dehazing Network.
X. Cong, J. Gui*, K. Miao. J. Zhang*, B. Wang, P. Chen.
ACM Multimedia (ACM MM), 2020.
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