4 papers
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…
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…
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…
Grayscale Image Colorization with GAN and CycleGAN in Different Image Domain
Chen Liang, Yunchen Sheng, Yichen Mo
Automatic colorization of grayscale image has been a challenging task. Previous research have applied supervised methods in conquering this problem [ 1]. In this paper, we reproduc…