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Diagnosing and Re-learning for Balanced Multimodal Learning

Diagnosing and Re-learning for Balanced Multimodal Learning

12 July 2024
Yake Wei
Siwei Li
Ruoxuan Feng
Di Hu
ArXiv (abs)PDFHTMLGithub (24★)

Papers citing "Diagnosing and Re-learning for Balanced Multimodal Learning"

14 / 14 papers shown
Balanced Multimodal Learning via Mutual Information
Balanced Multimodal Learning via Mutual Information
Rongrong Xie
Guido Sanguinetti
150
0
0
02 Nov 2025
Quantifying Multimodal Imbalance: A GMM-Guided Adaptive Loss for Audio-Visual Learning
Quantifying Multimodal Imbalance: A GMM-Guided Adaptive Loss for Audio-Visual Learning
Zhaocheng Liu
Zhiwen Yu
Xiaoqing Liu
259
0
0
20 Oct 2025
MCE: Towards a General Framework for Handling Missing Modalities under Imbalanced Missing Rates
MCE: Towards a General Framework for Handling Missing Modalities under Imbalanced Missing RatesPattern Recognition (Pattern Recogn.), 2025
Binyu Zhao
Wei Zhang
Zhaonian Zou
203
3
0
12 Oct 2025
SAMSOD: Rethinking SAM Optimization for RGB-T Salient Object Detection
SAMSOD: Rethinking SAM Optimization for RGB-T Salient Object Detection
Zhengyi Liu
Xinrui Wang
Xianyong Fang
Zhengzheng Tu
Linbo Wang
171
2
0
04 Oct 2025
MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal Learning
MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal Learning
Seong-Hyeon Hwang
Soyoung Choi
Steven Euijong Whang
259
0
0
30 Sep 2025
Shaping Initial State Prevents Modality Competition in Multi-modal Fusion: A Two-stage Scheduling Framework via Fast Partial Information Decomposition
Shaping Initial State Prevents Modality Competition in Multi-modal Fusion: A Two-stage Scheduling Framework via Fast Partial Information Decomposition
Jiaqi Tang
Yinsong Xu
Yang Liu
Qingchao Chen
176
0
0
25 Sep 2025
Audio-Visual Separation with Hierarchical Fusion and Representation Alignment
Audio-Visual Separation with Hierarchical Fusion and Representation Alignment
Han Hu
Dongheng Lin
Qiming Huang
Yuqi Hou
Hyung Jin Chang
Jianbo Jiao
173
0
0
24 Sep 2025
Balanced Multimodal Learning: An Unidirectional Dynamic Interaction Perspective
Balanced Multimodal Learning: An Unidirectional Dynamic Interaction Perspective
Shijie Wang
Li Zhang
Xinyan Liang
Y. Qian
Shen Hu
270
0
0
02 Sep 2025
AIM: Adaptive Intra-Network Modulation for Balanced Multimodal Learning
AIM: Adaptive Intra-Network Modulation for Balanced Multimodal Learning
Shu Shen
Chao Chen
Tong Zhang
287
0
0
27 Aug 2025
Mitigating Modality Quantity and Quality Imbalance in Multimodal Online Federated Learning
Mitigating Modality Quantity and Quality Imbalance in Multimodal Online Federated Learning
Heqiang Wang
Weihong Yang
Xiaoxiong Zhong
Jia Zhou
Fangming Liu
Weizhe Zhang
175
3
0
15 Aug 2025
G$^{2}$D: Boosting Multimodal Learning with Gradient-Guided Distillation
G2^{2}2D: Boosting Multimodal Learning with Gradient-Guided Distillation
Mohammed Rakib
A. Bagavathi
314
0
0
26 Jun 2025
Improving Multimodal Learning Balance and Sufficiency through Data Remixing
Improving Multimodal Learning Balance and Sufficiency through Data Remixing
Xiaoyu Ma
Hao Chen
Yongjian Deng
361
6
0
13 Jun 2025
DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning
DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning
Chengxuan Qian
Shuo Xing
Shawn Li
Yue Zhao
Zhengzhong Tu
450
16
0
14 Mar 2025
On-the-fly Modulation for Balanced Multimodal Learning
On-the-fly Modulation for Balanced Multimodal LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Yake Wei
D. Hu
Henghui Du
Ji-Rong Wen
310
38
0
15 Oct 2024
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