3 papers
cs.CV2026
ReBridge-Flow: Re-Coupling Posterior Bridges in Flow Matching for Image Restoration
Jiaqi Zhang, Yiqi Wang, Hongjie Wu +6
Flow Matching provides an efficient generative prior for image restoration by learning continuous transport between source and data distributions. However, existing methods typical…
cs.CV2026
Modality Disentangled Learning for Incomplete Multimodal Emotion Recognition: A Primitive Memory Distillation Perspective
Jiaqi Zhang, Zheng Pang, Mengting Li +9
Multimodal Emotion Recognition (MER) systems often suffer from missing modalities in real-world scenarios. Existing methods usually generate, align, or distill missing modalities a…
cs.MM2026
When Images Look Right and Retrieve Wrong: Coverage-Guided Cross-Scale Re-Indexing for Knowledge-Faithful Generative Perception
Guangyuan Dong, Chuang Liu, Haoyu Wang +10
Multimodal information systems increasingly route generated visual content back through the same vision-language index that informed its production, so the output must remain retri…