Papers

• Generation Enhances Understanding in Unified Multimodal Models via Multi-Representation Generation (2026)
  Zihan Su et al.
  1.94
• NoLan: Mitigating Object Hallucinations in Large Vision-Language Models via Dynamic Suppression of Language Priors (2026)
  Lingfeng Ren et al.
  1.94
• Advancing Creative Physical Intelligence in Large Multimodal Models (2026)
  Cheng Qian et al.
  1.94
• FireRed-OCR Technical Report (2026)
  Hao Wu et al.
  1.78
• WorldVQA: Measuring Atomic World Knowledge in Multimodal Large Language Models (2026)
  Runjie Zhou et al.
  1.72
• The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering (2025)
  Zhuowei Li et al.
  1.28
• LettuceDetect: A Hallucination Detection Framework for RAG Applications (2025)
  Ádám Kovács et al.
  1.28
• How to Steer LLM Latents for Hallucination Detection? (2025)
  Seongheon Park et al.
  1.28
• TruthPrInt: Mitigating LVLM Object Hallucination Via Latent Truthful-Guided Pre-Intervention (2025)
  Jinhao Duan et al.
  1.28
• Judge Anything: MLLM as a Judge Across Any Modality (2025)
  Shu Pu et al.
  1.28
• Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization (2025)
  Pritam Sarkar et al.
  1.28
• GeoPQA: Bridging the Visual Perception Gap in MLLMs for Geometric Reasoning (2025)
  Guizhen Chen et al.
  1.28
• Mitigating Object and Action Hallucinations in Multimodal LLMs via Self-Augmented Contrastive Alignment (2025)
  Kai-Po Chang et al.
  1.28
• ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning (2025)
  Shengyuan Ding et al.
  1.28
• Self-Improving VLM Judges Without Human Annotations (2025)
  Inna Wanyin Lin et al.
  1.28
• Tiny LVLM-eHub: Early Multimodal Experiments with Bard (2023)
  Wenqi Shao et al.
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• Differential Transformer (2024)
  Tianzhu Ye et al.
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• The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio (2024)
  Sicong Leng et al.
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• Mitigating Object Hallucination via Concentric Causal Attention (2024)
  Yun Xing et al.
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• O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson? (2024)
  Zhen Huang et al.
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• VLRewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models (2024)
  Lei Li et al.
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