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2505.18657
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MLLMs are Deeply Affected by Modality Bias
24 May 2025
Xu Zheng
Chenfei Liao
Yuqian Fu
Kaiyu Lei
Yuanhuiyi Lyu
Lutao Jiang
Bin Ren
Jialei Chen
Jiawen Wang
Chengxin Li
Linfeng Zhang
D. Paudel
Xuanjing Huang
Yu Jiang
N. Sebe
Dacheng Tao
Luc Van Gool
Xuming Hu
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Papers citing
"MLLMs are Deeply Affected by Modality Bias"
10 / 10 papers shown
Title
Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization
Xu Zheng
Yuanhuiyi Lyu
Lutao Jiang
Danda Pani Paudel
Luc Van Gool
Xuming Hu
74
4
0
10 May 2025
InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
Jinguo Zhu
Weiyun Wang
Zhe Chen
Ziwei Liu
Shenglong Ye
...
Dahua Lin
Yu Qiao
Jifeng Dai
Wenhai Wang
Wei Wang
MLLM
VLM
217
132
1
14 Apr 2025
Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustness
Chenfei Liao
Kaiyu Lei
Xu Zheng
Junha Moon
Zhixiong Wang
Yansen Wang
Danda Pani Paudel
Luc Van Gool
Xuming Hu
VLM
140
8
0
24 Mar 2025
Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization
Zefeng Zhang
Hengzhu Tang
Shuaiyi Nie
Zhenyu Zhang
Yiming Ren
Zhenyang Li
Dawei Yin
Duohe Ma
Tingwen Liu
111
1
0
23 Mar 2025
OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation
Ding Zhong
Xu Zheng
Chenfei Liao
Yuanhuiyi Lyu
Jialei Chen
Shengyang Wu
Linfeng Zhang
Xuming Hu
VLM
118
10
0
10 Mar 2025
MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation
Chenfei Liao
Xu Zheng
Yuanhuiyi Lyu
Haiwei Xue
Yihong Cao
Jiawen Wang
Kailun Yang
Xuming Hu
VLM
128
9
0
09 Mar 2025
When Continue Learning Meets Multimodal Large Language Model: A Survey
Yukang Huo
Hao Tang
CLL
LRM
65
3
0
27 Feb 2025
Qwen2.5-VL Technical Report
S. Bai
Keqin Chen
Xuejing Liu
Jialin Wang
Wenbin Ge
...
Zesen Cheng
Hang Zhang
Zhibo Yang
Haiyang Xu
Junyang Lin
VLM
405
699
0
20 Feb 2025
Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes
Jianqi Chen
Panwen Hu
Xiaojun Chang
Z. Shi
Michael C. Kampffmeyer
Xiaodan Liang
149
11
0
14 Oct 2024
VLind-Bench: Measuring Language Priors in Large Vision-Language Models
Kang-il Lee
Minbeom Kim
Seunghyun Yoon
Minsung Kim
Dongryeol Lee
Hyukhun Koh
Kyomin Jung
CoGe
VLM
174
8
0
13 Jun 2024
1