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hallucinations

3 papers across 2 sessions

Poster Session 5

2 papers
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM
#4110 · Bowen Dong, Minheng Ni, Zitong Huang, Guanglei Yang, Wangmeng Zuo, Lei Zhang
Intervene-All-Paths: Unified Mitigation of LVLM Hallucinations across Alignment Formats
#4718 · Jiaye Qian, Ge Zheng, Yuchen Zhu, Sibei Yang

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Learning to Steer: Input-dependent Steering for Multimodal LLMs
#1302 · Jayneel Parekh, Pegah KHAYATAN, Mustafa Shukor, Arnaud Dapogny, Alasdair Newson, Matthieu Cord

Perform input dependent steering of MLLMs by learning to predict steering vectors from input context