Multimodal Co-learning: Challenges, Applications with Datasets, Recent
Advances and Future Directions

Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions

29 July 2021

Papers citing "Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions"

13 / 13 papers shown

Title
Synergy-CLIP: Extending CLIP with Multi-modal Integration for Robust Representation Learning Sangyeon Cho Jangyeong Jeon Mingi Kim Junyeong Kim CLIP VLM 74 0 0 30 Apr 2025
BreastRegNet: A Deep Learning Framework for Registration of Breast Faxitron and Histopathology Images Negar Golestani Aihui Wang Gregory R Bean M. Rusu MedIm 13 1 0 18 Jan 2024
Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning Songning Lai Jiakang Li Guinan Guo Xifeng Hu Yulong Li ... Yutong Liu Zhaoxia Ren Chun Wan Danmin Miao Zhi Liu SSL 36 9 0 15 May 2023
Patchwork Learning: A Paradigm Towards Integrative Analysis across Diverse Biomedical Data Sources Suraj Rajendran Weishen Pan M. Sabuncu Yong Chen Jiayu Zhou Fei Wang 49 14 0 10 May 2023
Cross-modal Audio-visual Co-learning for Text-independent Speaker Verification Meng Liu Kong Aik Lee Longbiao Wang Hanyi Zhang Chang Zeng J. Dang 10 10 0 22 Feb 2023
GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal Learning Lang Deng Jianfei Yang Shenghai Yuan Han Zou Chris Xiaoxuan Lu Lihua Xie CVBM 19 42 0 30 Aug 2022
Multimodal Learning with Transformers: A Survey P. Xu Xiatian Zhu David A. Clifton ViT 26 518 0 13 Jun 2022
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text Hassan Akbari Liangzhe Yuan Rui Qian Wei-Hong Chuang Shih-Fu Chang Yin Cui Boqing Gong ViT 231 573 0 22 Apr 2021
Deep Co-Attention Network for Multi-View Subspace Learning Lecheng Zheng Y. Cheng Hongxia Yang Nan Cao Jingrui He 13 30 0 15 Feb 2021
Combating noisy labels by agreement: A joint training method with co-regularization Hongxin Wei Lei Feng Xiangyu Chen Bo An NoLa 303 488 0 05 Mar 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 286 4,143 0 23 Aug 2019
Robust Student Network Learning Tianyu Guo Chang Xu Shiyi He Boxin Shi Chao Xu Dacheng Tao OOD 24 30 0 30 Jul 2018
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 224 3,179 0 30 Oct 2016