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cs.CV2026
BioVid: Autoregressive Video Generation with Biological Behavior Semantic Comprehension
Tsung-Wei Pan, Jung-Hua Wang
Video generation for biological behavior requires more than visually plausible motion: the duration of an action is itself a semantic property. Existing models usually rely on fixe…
cs.CV2026
An Adaptive Data cleaning Framework for Noisy Label Detection
Chen-Hsuan Fang, Wei-Hsinag Chen, Pin-Hsuan Yu +2
Deep neural networks (DNNs) excel in computer vision tasks given large annotated datasets. In real-world applications, however, labels are often corrupted by ambiguity, human error…
cs.CV2026
Automated 3D Kinematic Monitoring for Circadian Activity and Anomaly Detection in Juvenile Fish
Chih-Wei Huang, Chang-Wen Huang, Chung-Ping Chiang +1
Precision aquaculture faces a "phenotyping bottleneck" in tracking high-resolution behavioral traits, as conventional methods cannot quantify instantaneous three-dimensional (3D) p…