Multi View
Multi-view analysis integrates data from multiple perspectives to improve accuracy and robustness in various applications, primarily aiming to overcome limitations of single-view approaches. Current research focuses on developing efficient algorithms and model architectures, such as transformers and graph neural networks, to handle high-dimensional data and address challenges like data incompleteness, view misalignment, and computational constraints. This field is significant for advancing computer vision, medical image analysis, robotics, and other domains by enabling more accurate and reliable inferences from complex, multi-faceted data.
399papers
Papers - Page 6
December 4, 2024
December 3, 2024
Sharp-It: A Multi-view to Multi-view Diffusion Model for 3D Synthesis and Manipulation
Yiftach Edelstein, Or Patashnik, Dana Cohen-Bar, Lihi Zelnik-ManorDeep Matrix Factorization with Adaptive Weights for Multi-View Clustering
Yasser Khalafaoui (Alteca), Basarab Matei, Martino Lovisetto (Alteca), Nistor Grozavu (CY)
November 27, 2024
MvKeTR: Chest CT Report Generation with Multi-View Perception and Knowledge Enhancement
Xiwei Deng, Xianchun He, Jiangfeng Bao, Yudan Zhou, Shuhui Cai, Congbo Cai, Zhong ChenDual-view X-ray Detection: Can AI Detect Prohibited Items from Dual-view X-ray Images like Humans?
Renshuai Tao, Haoyu Wang, Yuzhe Guo, Hairong Chen, Li Zhang, Xianglong Liu, Yunchao Wei, Yao Zhao
November 26, 2024
November 25, 2024
One Diffusion to Generate Them All
Duong H. Le, Tuan Pham, Sangho Lee, Christopher Clark, Aniruddha Kembhavi, Stephan Mandt, Ranjay Krishna, Jiasen LuMVGenMaster: Scaling Multi-View Generation from Any Image via 3D Priors Enhanced Diffusion Model
Chenjie Cao, Chaohui Yu, Shang Liu, Fan Wang, Xiangyang Xue, Yanwei Fu
November 22, 2024
November 20, 2024
November 19, 2024
UMGAD: Unsupervised Multiplex Graph Anomaly Detection
Xiang Li, Jianpeng Qi, Zhongying Zhao, Guanjie Zheng, Lei Cao, Junyu Dong, Yanwei YuRethinking Top Probability from Multi-view for Distracted Driver Behaviour Localization
Quang Vinh Nguyen, Vo Hoang Thanh Son, Chau Truong Vinh Hoang, Duc Duy Nguyen, Nhat Huy Nguyen Minh, Soo-Hyung Kim
November 15, 2024
RETR: Multi-View Radar Detection Transformer for Indoor Perception
Ryoma Yataka, Adriano Cardace, Pu Perry Wang, Petros Boufounos, Ryuhei TakahashiEVOKE: Elevating Chest X-ray Report Generation via Multi-View Contrastive Learning and Patient-Specific Knowledge
Qiguang Miao, Kang Liu, Zhuoqi Ma, Yunan Li, Xiaolu Kang, Ruixuan Liu, Tianyi Liu, Kun Xie, Zhicheng JiaoHierarchical Mutual Distillation for Multi-View Fusion: Learning from All Possible View Combinations
Jiwoong Yang, Haejun Chung, Ikbeom Jang