MM-SpuBench: Towards Better Understanding of Spurious Biases in
Multimodal LLMs

MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs

24 June 2024

Wenqian Ye

Guangtao Zheng

Aidong Zhang

Papers citing "MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs"

6 / 6 papers shown

Title
Unified Parameter-Efficient Unlearning for LLMs Chenlu Ding Jiancan Wu Yancheng Yuan Jinda Lu Kai Zhang Alex Su Xiang Wang Xiangnan He MU KELM 88 6 0 30 Nov 2024
The Instinctive Bias: Spurious Images lead to Hallucination in MLLMs Tianyang Han Qing Lian Rui Pan Renjie Pi Jipeng Zhang Shizhe Diao Yong Lin Tong Zhang 70 1 0 06 Feb 2024
InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks Zhe Chen Jiannan Wu Wenhai Wang Weijie Su Guo Chen ... Bin Li Ping Luo Tong Lu Yu Qiao Jifeng Dai VLM MLLM 135 895 0 21 Dec 2023
V*: Guided Visual Search as a Core Mechanism in Multimodal LLMs Penghao Wu Saining Xie LRM 47 120 0 21 Dec 2023
Discover and Cure: Concept-aware Mitigation of Spurious Correlation Shirley Wu Mert Yuksekgonul Linjun Zhang James Y. Zou 57 54 0 01 May 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021