2026
Chiensheng Chiang, Kuan-Hsun Tu, Jia-Wei Liao, Cheng-Fu Chou, and Tsung-Wei Ke, "COT-FM: Cluster-wise Optimal Transport Flow Matching", arXiv preprint arXiv:2603.13395, 2026.
Yi-Chieh Hung, Jhih-Ya Chan, Wei-Cheng Lien, Yan-Tsung Peng, and Li-Shu Chen, "Sea Turtle Recognition with Multiple Data Augmentation Methods Suitable for Marine Scenarios", Engineering Proceedings, vol. 128, no. 1, 2026.
2025
Jin-Ting He, Fu-Jen Tsai, Yan-Tsung Peng, Min-Hung Chen, Chia-Wen Lin, and Yen-Yu Lin, "BlurDM: A Blur Diffusion Model for Image Deblurring", in Advances in Neural Information Processing Systems, D. Belgrave et al., Eds., Curran Associates, Inc., 2025, pp. 52196–52227.
Wen-Yi Peng, Yi-Ting Lin, Zihao Chen, Wei-Hua Li, Aiden J. Yoon, and Yan-Tsung Peng, "RAINet: Rain-Aware Image Deraining Network with Multi-Stage Image Decomposition", Electronics Letters, vol. 61, no. 1, 2025, pp. e70471.
Shu-Tzu Lo, Tai-Ming Huang, Yue-Hua Han, Kai-Lung Hua, and Jun-Cheng Chen, "EXDF: Explainable Deepfake Detection with Vision-Language Model", in 2025 IEEE International Conference on Image Processing (ICIP), pp. 2384-2389.
Yen-Ku Yeh, Chun-Hao Yang, Kun-Tai Wu, Yan-Tsung Peng, Chun-Rong Huang, and Jun-Cheng Chen, "Restore Anything Anywhere: Targeted Image Restoration with Object Segmentation and Text Guidance", in 2025 IEEE International Workshop on Multimedia Signal Processing (MMSP), pp. 198-203.
Shih-Jui Liang, Zihao Chen, Jun-Cheng Chen, and Yan-Tsung Peng, "Enhancing Image Deraining Through VLM-Based Data Refinement and Classification", in 2025 IEEE International Conference on Image Processing (ICIP), pp. 486-491.
Yu-Feng Chen, Tzuhsuan Huang, Pin-Yen Chiu, and Jun-Cheng Chen, "Invisible Backdoor Triggers in Image Editing Model via Deep Watermarking", in 2025 IEEE International Conference on Advanced Visual and Signal-Based Systems (AVSS).
Jun-Cheng Chen, "CSS: Clustering-guided SliderSpace for Under-represented Visual Concept Exploration of Diffusion Models", in 2025 IEEE International Conference on Advanced Visual and Signal-Based Systems (AVSS).
Sheng-Wei Cheng, Yi-Ting Lin, Shih-Hsien Yu, and Yan-Tsung Peng, "Quality-lossless time complexity optimization for non-local means", IET Conference Proceedings, vol. 2025, 2025, pp. 457-462.
