2025 "modality imbalance" Papers

6 papers found

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

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Adaptive Re-calibration Learning for Balanced Multimodal Intention Recognition

Qu Yang, Xiyang Li, Fu Lin et al.

NEURIPS 2025poster

Adaptive Unimodal Regulation for Balanced Multimodal Information Acquisition

Chengxiang Huang, Yake Wei, Zequn Yang et al.

CVPR 2025posterarXiv:2503.18595
8
citations

MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal Learning

Seong-Hyeon Hwang, Soyoung Choi, Steven Whang

NEURIPS 2025posterarXiv:2509.25831

Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities in Biomedicine

Konstantin Hemker, Nikola Simidjievski, Mateja Jamnik

ICLR 2025posterarXiv:2405.19950
2
citations

OVG-HQ: Online Video Grounding with Hybrid-modal Queries

Runhao Zeng, Jiaqi Mao, Minghao Lai et al.

ICCV 2025posterarXiv:2508.11903

The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio

Sicong Leng, Yun Xing, Zesen Cheng et al.

NEURIPS 2025posterarXiv:2410.12787
27
citations