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SGWIB:Sliced Gromov-Wasserstein Information Bottleneck for Video Highlight Detection
Hanjuan Huang, Yung-Chieh Yeh, Hsing-Kuo Pao
Video highlight detection aims to identify temporally important segments that capture the most informative or engaging events in a video. Reliable prediction therefore requires not…
Parallel Swin Transformer-Enhanced 3D MRI-to-CT Synthesis for MRI-Only Radiotherapy Planning
Zolnamar Dorjsembe, Hung-Yi Chen, Furen Xiao +1
MRI provides superior soft tissue contrast without ionizing radiation; however, the absence of electron density information limits its direct use for dose calculation. As a result,…
Polyp-DDPM: Diffusion-Based Semantic Polyp Synthesis for Enhanced Segmentation
Zolnamar Dorjsembe, Hsing-Kuo Pao, Furen Xiao
This study introduces Polyp-DDPM, a diffusion-based method for generating realistic images of polyps conditioned on masks, aimed at enhancing the segmentation of gastrointestinal (…