Multimodal Fusion on Low-quality Data: A Comprehensive Survey

Multimodal Fusion on Low-quality Data: A Comprehensive Survey

27 April 2024

Changqing Zhang

Papers citing "Multimodal Fusion on Low-quality Data: A Comprehensive Survey"

13 / 13 papers shown

Title
Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustness Chenfei Liao Kaiyu Lei Xu Zheng Junha Moon Zhixiong Wang Y. Wang Danda Pani Paudel Luc Van Gool Xuming Hu VLM 68 2 0 24 Mar 2025
DynCIM: Dynamic Curriculum for Imbalanced Multimodal Learning Chengxuan Qian Kai Han J. Wang Zhenlong Yuan Rui Qian Chongwen Lyu Jun Chen 46 1 0 09 Mar 2025
Enhancing Multimodal Medical Image Classification using Cross-Graph Modal Contrastive Learning Jun-En Ding Chien-Chin Hsu Feng Liu Shuqiang Wang Feng Liu 28 0 0 23 Oct 2024
MM-GTUNets: Unified Multi-Modal Graph Deep Learning for Brain Disorders Prediction Luhui Cai Weiming Zeng Hongyu Chen Hua Zhang Yueyang Li Hongjie Yan Lingbin Bian Lingbin Bian Wai Ting Siok Nizhuan Wang MedIm 42 3 0 20 Jun 2024
On Uni-Modal Feature Learning in Supervised Multi-Modal Learning Chenzhuang Du Jiaye Teng Tingle Li Yichen Liu Tianyuan Yuan Yue Wang Yang Yuan Hang Zhao 54 38 0 02 May 2023
DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification Chengliang Liu Jie Wen Xiaoling Luo Chao Huang Zhihao Wu Yong-mei Xu 30 34 0 15 Mar 2023
Uncertainty Estimation for Multi-view Data: The Power of Seeing the Whole Picture M. Jung He Zhao Joanna Dipnall Belinda Gabbe Lan Du UQCV EDL 39 12 0 06 Oct 2022
Trusted Multi-Scale Classification Framework for Whole Slide Image Ming Feng Kele Xu Na Wu Weiquan Huang Yan Bai Changjian Wang Huaimin Wang 24 5 0 12 Jul 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 385 4,010 0 28 Jan 2022
Omnivore: A Single Model for Many Visual Modalities Rohit Girdhar Mannat Singh Nikhil Ravi L. V. D. van der Maaten Armand Joulin Ishan Misra 209 222 0 20 Jan 2022
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 273 1,077 0 17 Feb 2021
Audiovisual SlowFast Networks for Video Recognition Fanyi Xiao Yong Jae Lee Kristen Grauman Jitendra Malik Christoph Feichtenhofer 192 204 0 23 Jan 2020
DenseFuse: A Fusion Approach to Infrared and Visible Images Hui Li Xiaojun Wu 93 1,221 0 23 Apr 2018