Papers
MirrorCAPTCHA: Wild CAPTCHA, Wild Distribution, Wild Web-based Platform Meet Multimodal LLM Agents
Xiangyu Wu, Yuwei Hu, Tianyu Cui et al.
Mirroring Users: Towards Building Preference-aligned User Simulator with User Feedback in Recommendation
Tianjun Wei, Huizhong Guo, Yingpeng Du et al.
MirrorQA: Benchmarking Multimodal LLMs on Mirror-Orientation Reasoning
Jingping Liu, Xingchen Peng, Yan Zhou et al.
MirrorShield: Towards Dynamic Adaptive Defense Against Jailbreaks via Entropy-Guided Mirror Crafting
Rui Pu, Chaozhuo Li, Rui Ha et al.
MIRTH: Mutual-Information Reasoning with Temporal Hubs for Vision-Language-Action Agents
Hao Sun, Yu Song, Teng Shiyu et al.
Misalignment from Treating Means as Ends
Henrik Marklund, Alex Infanger, Benjamin Van Roy
MiSCHiEF: A Benchmark in Minimal-Pairs of Safety and Culture for Holistic Evaluation of Fine-Grained Image-Caption Alignment
Sagarika Banerjee, Tangatar Madi, Advait Swaminathan et al.
Misclassification-Aware Robust Learning from Multiple Human Labelers (Student Abstract)
Zuoyuehe Wang, Chicheng Ma, Pengpeng Chen et al.
MISF: MLLM Guided Iterative Sample Filtering for Data Fault Detection
Guoying Chen, Ruizhuo Zhao, Zhewei Xu et al.
MIST: Multilingual Incidental Dataset for Scene Text Detection
Saumya Mundra, Ajoy Mondal, C.V. Jawahar
Mitigating Action-Relation Hallucinations in LVLMs via Relation-aware Visual Enhancement
Zhenxin Qin, Qiang Li, Qingzhuo Wang et al.
Mitigating Backdoor Attacks via Trigger Reconstruction and Model Hardening
Guanhong Tao, Siyuan Cheng, Guangyu Shen et al.
Mitigating Catastrophic Forgetting in Target Language Adaptation of LLMs via Source-Shielded Updates
Atsuki Yamaguchi, Terufumi Morishita, Aline Villavicencio et al.
Mitigating Causal Bias in LLMs via Potential Outcomes Framework and Actual Causality Theory
Yiheng Zhao, Yuanliang Li, Shreya Savant et al.
Mitigating Content Effects on Reasoning in Language Models Through Fine-Grained Activation Steering
Marco Valentino, Geonhee Kim, Dhairya Dalal et al.
Mitigating Context Interference for Reliable and Efficient Search Agents
Boyang Xue, Bin Wu, Shuofei Qiao et al.
Mitigating Copy Bias in In-Context Learning through Neuron Pruning
Ameen Ali Ali, Lior Wolf, Ivan Titov
Mitigating Degree Bias in Hypergraphs via Attribute-as-Structure Approach
Ryusei Nishide, Makoto Miwa
Mitigating Endogenous Confirmation Bias in Noisy Label Learning for Vision-Language Models
Feiyang Ning, Xinyang Chen
Mitigating Entity Hallucinations in 3D Radiology Report Generation via Dual-Stream Alignment
Lingyu Zhou, Yue Yu, Zhang Yi et al.
Mitigating Error Accumulation in Co-Speech Motion Generation via Global Rotation Diffusion and Multi-Level Constraints
Xiangyue Zhang, Jianfang Li, Jianqiang Ren et al.
Mitigating Error Accumulation in Knowledge Editing for Multi-Hop Question Answering
Jiaxin Guo, Hao Sun, Wenhao Zhang et al.
Mitigating Hallucinations in Large Language Models via Causal Reasoning
Yuangang Li, Yiqing Shen, Yi Nian et al.
Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation
Xingyu Zhu, Junfeng Fang, Shuo Wang et al.
Mitigating Legal Hallucinations via Symbolic Constraints and Analogical Precedents
Zixuan Huang, Yanxiang Ma, Luhan Wang et al.