Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities

M Li, D Yang, X Zhao, S Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Multimodal sentiment analysis (MSA) aims to understand human sentiment through
multimodal data. Most MSA efforts are based on the assumption of modality completeness …

Depth Helps: Improving Pre-trained RGB-based Policy with Depth Information Injection

X Pang, W Xia, Z Wang, B Zhao, D Hu, D Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
3D perception ability is crucial for generalizable robotic manipulation. While recent
foundation models have made significant strides in perception and decision-making with …

[PDF][PDF] Motion Aware Event Representation-driven Image Deblurring

Z Sun, X Fu, L Huang, A Liu, ZJ Zha - ecva.net
Traditional image deblurring struggles with high-quality reconstruction due to limited motion
data from single blurred images. Excitingly, the high-temporal resolution of event cameras …