Key papers

• Router-Suggest: Dynamic Routing for Multimodal Auto-Completion in Visually-Grounded Dialogs (2026)
  Sandeep Mishra et al.
  1.94
• Unified Personalized Reward Model for Vision Generation (2026)
  Yibin Wang et al.
  1.94
• Does VLA Even Know the Basics? Measuring Commonsense and World Knowledge Retention in Vision-Language-Action Models (2026)
  Nikita Kachaev et al.
  1.94
• Qianfan-OCR: A Unified End-to-End Model for Document Intelligence (2026)
  Daxiang Dong et al.
  1.78
• PaperBanana: Automating Academic Illustration for AI Scientists (2026)
  Dawei Zhu et al.
  1.67
• 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining (2025)
  Wenqi Zhang et al.
  1.28
• KOFFVQA: An Objectively Evaluated Free-form VQA Benchmark for Large Vision-Language Models in the Korean Language (2025)
  Yoonshik Kim et al.
  1.28
• SmolVLM: Redefining small and efficient multimodal models (2025)
  Andrés Marafioti et al.
  1.28
• Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning (2025)
  Alex Su et al.
  1.28
• VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos (2025)
  Jiashuo Yu et al.
  1.28
• ViExam: Are Vision Language Models Better than Humans on Vietnamese Multimodal Exam Questions? (2025)
  Vy Tuong Dang et al.
  1.28
• MovieCORE: COgnitive REasoning in Movies (2025)
  Gueter Josmy Faure et al.
  1.28
• GSM8K-V: Can Vision Language Models Solve Grade School Math Word Problems in Visual Contexts (2025)
  Fan Yuan et al.
  1.28
• No Tokens Wasted: Leveraging Long Context in Biomedical Vision-Language Models (2025)
  Min Woo Sun et al.
  1.28
• Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation (2025)
  Chenghao Zhang et al.
  1.28
• UI2Code^N: A Visual Language Model for Test-Time Scalable Interactive UI-to-Code Generation (2025)
  Zhen Yang et al.
  1.28
• InfiniteVL: Synergizing Linear and Sparse Attention for Highly-Efficient, Unlimited-Input Vision-Language Models (2025)
  Hongyuan Tao et al.
  1.28
• 3D-LLM: Injecting the 3D World into Large Language Models (2023)
  Yining Hong et al.
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• RoboVQA: Multimodal Long-Horizon Reasoning for Robotics (2023)
  Pierre Sermanet et al.
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• MyVLM: Personalizing VLMs for User-Specific Queries (2024)
  Yuval Alaluf et al.
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• HiRED: Attention-Guided Token Dropping for Efficient Inference of High-Resolution Vision-Language Models in Resource-Constrained Environments (2024)
  Kazi Hasan Ibn Arif et al.
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• Improving Autonomous AI Agents with Reflective Tree Search and Self-Learning (2024)
  Xiao Yu et al.
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• GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models (2024)
  M. Jehanzeb Mirza et al.
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• DynaMath: A Dynamic Visual Benchmark for Evaluating Mathematical Reasoning Robustness of Vision Language Models (2024)
  Chengke Zou et al.
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• MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation (2024)
  Sankalp Sinha et al.
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• Collaborative Instance Navigation: Leveraging Agent Self-Dialogue to Minimize User Input (2024)
  Francesco Taioli et al.
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• VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models (2024)
  Byung-Kwan Lee et al.
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