Chu‐Song Chen

National Taiwan University — Taiwan

Computer Science · Physical Sciences

35h-index6.4kcitations189works1.52yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(53), Advanced Vision and Imaging(40), Video Surveillance and Tracking Methods(34), Face and Expression Recognition(25), Advanced Neural Network Applications(20)

Publications188 total

Real-Time Identification of Cricothyrotomy Landmarks in Emergency Care and Obstetric Patients Using Wireless Handheld Ultrasound and Edge-Computing Artificial Intelligence: A Prospective Observational Study
Journal of Medical Systems·2025
Continual Learning for Weakly-Supervised Histopathology Tissue Segmentation
2025· 1 cited
Mask-aware Text-to-Image Retrieval: Referring Expression Segmentation Meets Cross-modal Retrieval
arXiv (Cornell University)·2025Open Access
Mask-aware Text-to-Image Retrieval: Referring Expression Segmentation Meets Cross-modal Retrieval
2025
PDSeg: Patch-Wise Distillation and Controllable Image Generation for Weakly-Supervised Histopathology Tissue Segmentation
2025· 2 cited
Safety Alignment Depth in Large Language Models: A Markov Chain Perspective
arXiv (Cornell University)·2025Open Access
Analytical selection of hidden parameters through expanded enhancement matrix stability for functional-link neural networks and broad learning systems
Knowledge-Based Systems·2024· 3 cited
SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation
Lecture notes in computer science·2024· 5 cited
SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation
arXiv (Cornell University)·2024Open Access
On the Higher Moment Disparity of Backdoor Attacks
2024
Defending Against Repetitive Backdoor Attacks on Semi-supervised Learning through Lens of Rate-Distortion-Perception Trade-off
arXiv (Cornell University)·2024Open Access
Application of Machine Learning to Ultrasonography in Identifying Anatomical Landmarks for Cricothyroidotomy Among Female Adults: A Multi-center Prospective Observational Study
Journal of Imaging Informatics in Medicine·2024· 1 citedOpen Access
Adversarially Robust Deepfake Detection via Adversarial Feature Similarity Learning
Lecture notes in computer science·2024· 7 citedOpen Access
LC4SV: A Denoising Framework Learning to Compensate for Unseen Speaker Verification Models
2023· 4 cited
D4AM: A General Denoising Framework for Downstream Acoustic Models
arXiv (Cornell University)·2023Open Access
LC4SV: A Denoising Framework Learning to Compensate for Unseen Speaker Verification Models
arXiv (Cornell University)·2023Open Access
Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision
2023· 15 cited
Domain-Generalized Face Anti-Spoofing with Unknown Attacks
2023· 12 citedOpen Access
Towards Adversarial Robustness for Multi-Mode Data through Metric Learning
Sensors·2023· 2 citedOpen Access
Scalable Spatial Memory for Scene Rendering and Navigation
Proceedings of the AAAI Conference on Artificial Intelligence·2023Open Access
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Frequent Co-authors

Yi‐Ping Hung(10), Chun-Rong Huang(9), Kuang-Yu Chang(6), Huei‐Fang Yang(5), Kevin Lin(5), Jia‐Hong Lee(4), Yi-Ping Hung(3), Jia‐Bin Huang(3), Chih‐Yi Chiu(3), Yi-Ming Chan(3), Kevin Lin(2), Jen-Hao Hsiao(2), Hsin-Chien Huang(2), Yung‐Yu Chuang(2), Bor-Chun Chen(2), Winston H. Hsu(2), Jiwen Lu(2), Jie Zhou(2), Jen-Bo Cheng(2), Ja‐Ling Wu(2)