Papers
Mitigating Length Bias in RLHF Through a Causal Lens
Hyeonji Kim, Sujeong Oh, Sanghack Lee
Mitigating Lost in Multi-turn Conversation via Curriculum RL with Verifiable Accuracy and Abstention Rewards
Ming Li, Pei Chen, Zhenhao Zhang et al.
Mitigating Low-Quality Reasoning in MLLMs: Self-Driven Refined Multimodal CoT with Selective Thinking and Step-wise Visual Enhancement
Chongjun Tu, Peng Ye, Dongzhan Zhou et al.
Mitigating Negative Flips via Margin Preserving Training
Simone Ricci, Niccolò Biondi, Federico Pernici et al.
Mitigating Noise and Imbalance in Social Governance Graphs for Multi-Type Risk Assessment
Di Jin, Haotian Zhao, Xiaobao Wang et al.
Mitigating Object and Action Hallucinations in Multimodal LLMs via Self-Augmented Contrastive Alignment
Kai-Po Chang, Wei-Yuan Cheng, Chi-Pin Huang et al.
Mitigating Over-Refusal in Aligned Large Language Models via Inference-Time Activation Energy
Eric Hanchen Jiang, Weixuan Ou, Run Liu et al.
Mitigating Perception Bias: A Training-Free Approach to Enhance LMM for Image Quality Assessment
Baoliang Chen, Siyi Pan, Dongxu Wu et al.
Mitigating Safety Context Amnesia in Multimodal Reasoning Models via Intent-Guided Safety Reasoning
Xiyao Dong, Guangsheng Cheng, YiLong Chen et al.
Mitigating Selection Bias in Large Language Models via Permutation-Aware GRPO
Jinquan Zheng, Jia Yuan, Jiacheng Yao et al.
Mitigating Self-Preference by Authorship Obfuscation
Taslim Mahbub, Shi Feng
Mitigating Spurious Correlations in Text Classification Using Latent Space Geometry
Jiasen Gao, Xiaoliang Chen, Duoqian Miao et al.
Mitigating Structural Knowledge Collapse in Domain-Specific LLMs via Morpheme-Aware KV-Aggregation
Yuxuan Si, Zheqi Lv, Chengxi Zang et al.
Mitigating the Modality Gap: Few-Shot Out-of-Distribution Detection with Multi-modal Prototypes and Image Bias Estimation
Yimu Wang, Evelien Riddell, Adrian Chow et al.
Mitigating Tokenization-Induced Distance Distortion in Long-Context Multilingual Machine Translation
Khotso Selialia, Antoine Nzeyimana, Fatima M. Anwar
MIX-based Foreground and Background Patch Augmentation Guided by Physics and Material Properties for X-ray Detection
Xintong Liu, Dongliang Chang, Yujun Tong et al.
Mixed Diffusion for 3D Indoor Scene Synthesis
Siyi Hu, Diego Martín Arroyo, Stephanie Debats et al.
MixER: From Cross-Modal to Mixed-Modal Visible-Infrared Re-Identification
Mahdi Alehdaghi, Rajarshi Bhattacharya, Dai Yannick et al.
MixKVQ: Query-Aware Mixed-Precision KV Cache Quantization for Long-Context Reasoning
Tao Zhang, Ziqian Zeng, Hao Peng et al.
Mix-QSAM2: Mixed-Precision Quantization for High Fidelity Segmentation in Resource Constrained Scenarios
Yuzhe Duan, Xuanxuan Ren, Guizhe Dong et al.
MixtureKit: A General Framework for Composing, Training, and Visualizing Mixture-of-Experts Models
Ahmad Chamma, Omar El Herraoui, Guokan Shang
Mixture-of-Experts with Intermediate CTC Supervision for Accented Speech Recognition
Wonjun Lee, Hyounghun Kim, Gary Lee
Mixture of Heterogeneous Grouped Experts for Language Modeling
Zhicheng Ma, Xiang Liu, Zhaoxiang Liu et al.
Mixture-of-Minds: Multi-Agent Reinforcement Learning for Table Understanding
Yuhang Zhou, Mingrui Zhang, Ke Li et al.
Mixture of Ranks with Degradation-Aware Routing for One-Step Real-World Image Super-Resolution
Xiao He, Zhijun Tu, Kun Cheng et al.