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cs.CV2026
Learning Brain Representation with Hierarchical Visual Embeddings
Jiawen Zheng, Haonan Jia, Ming Li +4
Decoding visual representations from brain signals has attracted significant attention in both neuroscience and artificial intelligence. However, the degree to which brain signals…
cs.CV2024
Rethinking Video Segmentation with Masked Video Consistency: Did the Model Learn as Intended?
Chen Liang, Qiang Guo, Xiaochao Qu +2
Video segmentation aims at partitioning video sequences into meaningful segments based on objects or regions of interest within frames. Current video segmentation models are often…
cs.CV2024
Semantic Segmentation on VSPW Dataset through Masked Video Consistency
Chen Liang, Qiang Guo, Chongkai Yu +3
Pixel-level Video Understanding requires effectively integrating three-dimensional data in both spatial and temporal dimensions to learn accurate and stable semantic information fr…