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  1. optimizeanything: Unified Text Optimization can Outperform Specialized Systems
    2026/05/19 by Lakshya A Agrawal, Donghyun Lee, Shangyin Tan +11 · 1 voice
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.NE #cs.SE
  2. MM-UAVBench: How Well Do Multimodal Large Language Models See, Think, and Plan in Low-Altitude UAV Scenarios?
    2025/12/29 by Shiqi Dai, Zizhi Ma, Dai, Shiqi +19 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #UAV Applications and Optimization
  3. Beyond Itinerary Planning-A Real-World Benchmark for Multi-Turn and Tool-Using Travel Tasks
    2025/12/27 by Xiang Cheng, Cheng, Xiang, Yulan Hu +10 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  4. Yume-1.5: A Text-Controlled Interactive World Generation Model
    2025/12/26 by Xuehui Mao, Mao, Xiaofeng, Zhen Li +15 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Multimodal Machine Learning Applications
  5. VideoZoomer: Reinforcement-Learned Temporal Focusing for Long Video Reasoning
    2025/12/26 by Yang Ding, Yizhen Zhang, Ding, Yang +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  6. SVBench: Evaluation of Video Generation Models on Social Reasoning
    2025/12/25 by Wenshuo Peng, Peng, Wenshuo, Gongxuan Wang +11 · 1 citation
    Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Social Robot Interaction and HRI
  7. MarineEval: Assessing the Marine Intelligence of Vision-Language Models
    2025/12/24 by Y. K. Wong, Wong, YuK-Kwan, Tuan-An To +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Databases (cs.DB) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  8. Streaming Video Instruction Tuning
    2025/12/24 by Jiaer Xia, Peixian Chen, Xia, Jiaer +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  9. LongVideoAgent: Multi-Agent Reasoning with Long Videos
    2025/12/23 by RunTao Liu, Liu, Runtao, Ziyi Liu +11 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Video Analysis and Summarization
  10. Bring My Cup! Personalizing Vision-Language-Action Models with Visual Attentive Prompting
    2025/12/23 by Sangoh Lee, Sangwoo Mo, Lee, Sangoh +3 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO)
  11. VLNVerse: A Benchmark for Vision-Language Navigation with Versatile, Embodied, Realistic Simulation and Evaluation
    2025/12/22 by Sihao Lin, Zerui Li, Lin, Sihao +23 · 1 citation
    Computer Science · Psychology · #Action Observation and Synchronization #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO) #Social Robot Interaction and HRI
  12. PENDULUM: A Benchmark for Assessing Sycophancy in Multimodal Large Language Models
    2025/12/22 by A. B. M. Ashikur Rahman, Saeed Anwar, Rahman, A. B. M. Ashikur +7 · 1 citation
    Computer Science · Neuroscience · #Multimodal Machine Learning Applications #Neurobiology of Language and Bilingualism #Topic Modeling
  13. Emotion-Director: Bridging Affective Shortcut in Emotion-Oriented Image Generation
    2025/12/22 by Guoli Jia, Junyao Hu, Jia, Guoli +13 · 1 citation
    Computer Science · Neuroscience · #Generative Adversarial Networks and Image Synthesis #Aesthetic Perception and Analysis #Multimodal Machine Learning Applications
  14. D2Pruner: Debiased Importance and Structural Diversity for MLLM Token Pruning
    2025/12/22 by Zhang, Evelyn, Fufu Yu, Aoqi Wu +12 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  15. STORM: Search-Guided Generative World Models for Robotic Manipulation
    2025/12/20 by Wenjun Lin, Lin, Wenjun, Jensen Zhang +5 · 4 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
  16. ReX-MLE: The Autonomous Agent Benchmark for Medical Imaging Challenges
    2025/12/19 by Roshan Kenia, Kenia, Roshan, Xiaoman Zhang +3 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Multimodal Machine Learning Applications
  17. Name That Part: 3D Part Segmentation and Naming
    2025/12/19 by Soumava Paul, Prakhar Kaushik, Paul, Soumava +7 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Multimodal Machine Learning Applications
  18. Reinforcement Learning for Self-Improving Agent with Skill Library
    2025/12/18 by Jiongxiao Wang, Qiaojing Yan, Wang, Jiongxiao +15 · 5 citations
    Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  19. JustRL: Scaling a 1.5B LLM with a Simple RL Recipe
    2025/12/18 by He, Bingxiang, Qu, Zekai, Liu, Zeyuan +9 · 3 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Machine Learning and Data Classification
  20. Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs
    2025/12/18 by Junbo Li, Peng Zhou, Li, Junbo +9 · 2 citations
    Computer Science · #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
  21. Scaling Laws for Energy Efficiency of Local LLMs
    2025/12/18 by Alvarez, Ander, Genuardi, Alessandro, Sinha, Nilotpal +6 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Neural Network Applications #Big Data and Digital Economy
  22. A Solver-in-the-Loop Framework for Improving LLMs on Answer Set Programming for Logic Puzzle Solving
    2025/12/18 by Timo Pierre Schrader, Schrader, Timo Pierre, Lukas Lange +7 · 1 citation
    Computer Science · #Logic, Reasoning, and Knowledge #Multimodal Machine Learning Applications #Constraint Satisfaction and Optimization
  23. Sketch-in-Latents: Eliciting Unified Reasoning in MLLMs
    2025/12/18 by Tong, Jintao, Gu, Jiaqi, Lou, Yujing +5 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection
  24. EasyV2V: A High-quality Instruction-based Video Editing Framework
    2025/12/18 by Mai, Jinjie, Wang, Chaoyang, Qian, Guocheng Gordon +5 · 1 citation
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization #Multimodal Machine Learning Applications
  25. VIVA: VLM-Guided Instruction-Based Video Editing with Reward Optimization
    2025/12/18 by Cong, Xiaoyan, Yang, Haotian, Wang, Angtian +4 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
  26. EverybodyDance: Bipartite Graph-Based Identity Correspondence for Multi-Character Animation
    2025/12/18 by Ling, Haotian, Chen, Zequn, Chen, Qiuying +6 · 1 citation
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Human Motion and Animation
  27. Universal Reasoning Model
    2025/12/16 by Zitian Gao, Gao, Zitian, Lynx Chen +13 · 8 voices
    Computer Science · #Artificial Intelligence in Games #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications
  28. mimic-video: Video-Action Models for Generalizable Robot Control Beyond VLAs
    2025/12/17 by Pai, Jonas, Achenbach, Liam, Montesinos, Victoriano +3 · 7 citations
    Computer Science · Engineering · #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Generative Adversarial Networks and Image Synthesis
  29. TimeLens: Rethinking Video Temporal Grounding with Multimodal LLMs
    2025/12/16 by Jun Zhang, Zhang, Jun, Teng Wang +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  30. PuzzleCraft: Exploration-Aware Curriculum Learning for Puzzle-Based RLVR in VLMs
    2025/12/16 by Jeddi, Ahmadreza, Karaimer, Hakki Can, Nguyen, Hue +8 · 1 citation
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling

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