Multimodality in Meta-Learning: A Comprehensive Survey

Multimodality in Meta-Learning: A Comprehensive Survey

28 September 2021

Irwin King

Papers citing "Multimodality in Meta-Learning: A Comprehensive Survey"

14 / 14 papers shown

Title
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval Hang Yu Jiahao Wen Zhedong Zheng 41 0 0 26 Apr 2025
Generalization-Enhanced Few-Shot Object Detection in Remote Sensing Hui Lin Nan Li Pengjuan Yao Kexin Dong Yuhan Guo Danfeng Hong Y. Zhang Congcong Wen 42 4 0 05 Jan 2025
Patch-based Intuitive Multimodal Prototypes Network (PIMPNet) for Alzheimer's Disease classification Lisa Anita De Santi Jorg Schlotterer Meike Nauta Vincenzo Positano Christin Seifert 19 2 0 19 Jul 2024
HyperCoil-Recon: A Hypernetwork-based Adaptive Coil Configuration Task Switching Network for MRI Reconstruction Sriprabha Ramanarayanan Mohammad Al Fahim R. G. S. Amrit Kumar Jethi Keerthi Ram M. Sivaprakasam 17 2 0 09 Aug 2023
Generalizing Supervised Deep Learning MRI Reconstruction to Multiple and Unseen Contrasts using Meta-Learning Hypernetworks Sriprabha Ramanarayanan Arun Palla Keerthi Ram M. Sivaprakasam 11 10 0 13 Jul 2023
MMG-Ego4D: Multi-Modal Generalization in Egocentric Action Recognition Xinyu Gong S. Mohan Naina Dhingra Jean-Charles Bazin Yilei Li Zhangyang Wang Rakesh Ranjan EgoV 47 17 0 12 May 2023
MetaViewer: Towards A Unified Multi-View Representation Ren Wang Haoliang Sun Yuling Ma Xiaoming Xi Yilong Yin 32 9 0 11 Mar 2023
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation Aishik Konwer Xiaoling Hu Joseph Bae Xuanang Xu Chaoyu Chen Prateek Prasanna 8 16 0 08 Feb 2023
Federated Learning and Meta Learning: Approaches, Applications, and Directions Xiaonan Liu Yansha Deng Arumugam Nallanathan M. Bennis 38 32 0 24 Oct 2022
Multi-Modal Fusion by Meta-Initialization Matthew Jackson Shreshth A. Malik Michael T. Matthews Yousuf Mohamed-Ahmed 11 0 0 10 Oct 2022
Graph-based Semi-supervised Learning: A Comprehensive Review Zixing Song Xiangli Yang Zenglin Xu Irwin King 79 183 0 26 Feb 2021
Task Augmentation by Rotating for Meta-Learning Jialin Liu Fei Chao Chih-Min Lin 46 33 0 08 Feb 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 237 11,568 0 09 Mar 2017
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 144 1,458 0 06 Jun 2016