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2202.05306
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Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks
10 February 2022
Nan Wu
Stanislaw Jastrzebski
Kyunghyun Cho
Krzysztof J. Geras
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Papers citing
"Characterizing and overcoming the greedy nature of learning in multi-modal deep neural networks"
13 / 13 papers shown
Title
RollingQ: Reviving the Cooperation Dynamics in Multimodal Transformer
Haotian Ni
Yake Wei
Hang Liu
Gong Chen
Chong Peng
Hao Lin
Di Hu
OffRL
73
0
0
13 Jun 2025
Improving Multimodal Learning Balance and Sufficiency through Data Remixing
Xiaoyu Ma
Hao Chen
Yongjian Deng
24
0
0
13 Jun 2025
PAIR-Net: Enhancing Egocentric Speaker Detection via Pretrained Audio-Visual Fusion and Alignment Loss
Yu Wang
Juhyung Ha
David J. Crandall
18
0
0
02 Jun 2025
DynCIM: Dynamic Curriculum for Imbalanced Multimodal Learning
Chengxuan Qian
Kai Han
Jing Wang
Zhenlong Yuan
Rui Qian
Chongwen Lyu
Jun Chen
103
3
0
09 Mar 2025
MIND: Modality-Informed Knowledge Distillation Framework for Multimodal Clinical Prediction Tasks
Alejandro Guerra-Manzanares
Farah E. Shamout
155
0
0
03 Feb 2025
Anchors Aweigh! Sail for Optimal Unified Multi-Modal Representations
Minoh Jeong
Min Namgung
Zae Myung Kim
Dongyeop Kang
Yao-Yi Chiang
Alfred Hero
120
0
0
02 Oct 2024
Modality-Balanced Learning for Multimedia Recommendation
Jinghao Zhang
Guofan Liu
Qiang Liu
Shu Wu
Liang Wang
60
6
0
26 Jul 2024
Improving Discriminative Multi-Modal Learning with Large-Scale Pre-Trained Models
Chenzhuang Du
Yue Zhao
Chonghua Liao
Jiacheng You
Jie Fu
Hang Zhao
86
2
0
08 Oct 2023
Provable Dynamic Fusion for Low-Quality Multimodal Data
Qingyang Zhang
Haitao Wu
Changqing Zhang
Qinghua Hu
Huazhu Fu
Qiufeng Wang
Xi Peng
114
62
0
03 Jun 2023
Calibrating Multimodal Learning
Huanrong Zhang
Changqing Zhang
Bing Wu
Huazhu Fu
Qiufeng Wang
Q. Hu
100
21
0
02 Jun 2023
Revisiting Pre-training in Audio-Visual Learning
Ruoxuan Feng
Wenke Xia
Di Hu
61
1
0
07 Feb 2023
PMR: Prototypical Modal Rebalance for Multimodal Learning
Yunfeng Fan
Wenchao Xu
Yining Qi
Junxiao Wang
Song Guo
74
72
0
14 Nov 2022
Critical Learning Periods for Multisensory Integration in Deep Networks
Michael Kleinman
Alessandro Achille
Stefano Soatto
116
11
0
06 Oct 2022
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