{"total":42,"rows":[{"id":"2409.12191","title":"Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution","created":"2024-09-18","cited_by_count":4234,"area":"mllm"},{"id":"2406.16860","title":"Cambrian-1: A Fully Open, Vision-Centric Exploration of Multimodal LLMs","created":"2024-06-24","cited_by_count":838,"area":"mllm"},{"id":"2406.11896","title":"DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning","created":"2024-06-14","cited_by_count":214,"area":"mllm"},{"id":"2501.16664","title":"Improving Vision-Language-Action Model with Online Reinforcement Learning","created":"2025-01-28","cited_by_count":116,"area":"mllm"},{"id":"2508.04700","title":"SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience","created":"2025-08-06","cited_by_count":69,"area":"mllm"},{"id":"2509.25541","title":"Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play","created":"2025-09-29","cited_by_count":37,"area":"mllm"},{"id":"2504.21561","title":"Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning","created":"2025-04-30","cited_by_count":19,"area":"mllm"},{"id":"2501.03151","title":"Large language models for artificial general intelligence (AGI): A survey of foundational principles and approaches","created":"2025-01-06","cited_by_count":18,"area":"mllm"},{"id":"2505.03792","title":"Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning","created":"2025-05-01","cited_by_count":18,"area":"mllm"},{"id":"2510.24168","title":"MGA: Memory-Driven GUI Agent for Observation-Centric Interaction","created":"2025-10-28","cited_by_count":18,"area":"mllm"},{"id":"2504.15280","title":"Seeing from Another Perspective: Evaluating Multi-View Understanding in MLLMs","created":"2025-04-21","cited_by_count":16,"area":"mllm"},{"id":"2409.14066","title":"KALIE: Fine-Tuning Vision-Language Models for Open-World Manipulation without Robot Data","created":"2024-09-21","cited_by_count":15,"area":"mllm"},{"id":"2508.19294","title":"Object Detection with Multimodal Large Vision-Language Models: An In-depth Review","created":"2025-08-25","cited_by_count":14,"area":"mllm"},{"id":"2503.14504","title":"Aligning Multimodal LLM with Human Preference: A Survey","created":"2025-03-18","cited_by_count":13,"area":"mllm"},{"id":"2503.01887","title":"When Continue Learning Meets Multimodal Large Language Model: A Survey","created":"2025-02-27","cited_by_count":9,"area":"mllm"},{"id":"2512.13250","title":"Toward Ambulatory Vision: Learning Visually-Grounded Active View Selection","created":"2025-12-15","cited_by_count":6,"area":"mllm"},{"id":"2601.20433","title":"MARE: Multimodal Alignment and Reinforcement for Explainable Deepfake Detection via Vision-Language Models","created":"2026-01-28","cited_by_count":4,"area":"mllm"},{"id":"2411.14832","title":"VisGraphVar: A Benchmark Generator for Assessing Variability in Graph Analysis Using Large Vision-Language Models","created":"2024-11-22","cited_by_count":3,"area":"mllm"},{"id":"2505.11221","title":"Sample Efficient Reinforcement Learning via Large Vision Language Model Distillation","created":"2025-05-16","cited_by_count":3,"area":"mllm"},{"id":"2510.16333","title":"RL makes MLLMs see better than SFT","created":"2025-10-18","cited_by_count":3,"area":"mllm"},{"id":"2512.02631","title":"SeeNav-Agent: Enhancing Vision-Language Navigation with Visual Prompt and Step-Level Policy Optimization","created":"2025-12-02","cited_by_count":3,"area":"mllm"},{"id":"2512.13043","title":"GTR-Turbo: Merged Checkpoint is Secretly a Free Teacher for Agentic VLM Training","created":"2025-12-15","cited_by_count":3,"area":"mllm"},{"id":"2603.24018","title":"ELITE: Experiential Learning and Intent-Aware Transfer for Self-improving Embodied Agents","created":"2026-03-25","cited_by_count":3,"area":"mllm"},{"id":"2605.00347","title":"Odysseus: Scaling VLMs to 100+ Turn Decision-Making in Games via Reinforcement Learning","created":"2026-05-01","cited_by_count":3,"area":"mllm"},{"id":"2407.02586","title":"Improving Visual Storytelling with Multimodal Large Language Models","created":"2024-07-02","cited_by_count":2,"area":"mllm"},{"id":"2504.08772","title":"Reward Generation via Large Vision-Language Model in Offline Reinforcement Learning","created":"2025-04-03","cited_by_count":2,"area":"mllm"},{"id":"2509.12263","title":"InPhyRe Discovers: Large Multimodal Models Struggle in Inductive Physical Reasoning","created":"2025-09-12","cited_by_count":2,"area":"mllm"},{"id":"2509.15695","title":"ORIC: Benchmarking Object Recognition under Contextual Incongruity in Large Vision-Language Models","created":"2025-09-19","cited_by_count":2,"area":"mllm"},{"id":"2602.10815","title":"Why Does RL Generalize Better Than SFT? A Data-Centric Perspective on VLM Post-Training","created":"2026-02-11","cited_by_count":2,"area":"mllm"},{"id":"2407.10870","title":"GPT Sonograpy: Hand Gesture Decoding from Forearm Ultrasound Images via VLM","created":"2024-07-15","cited_by_count":1,"area":"mllm"},{"id":"2503.16724","title":"Towards Automated Semantic Interpretability in Reinforcement Learning via Vision-Language Models","created":"2025-03-20","cited_by_count":1,"area":"mllm"},{"id":"2504.19739","title":"Contrastive Language-Image Learning with Augmented Textual Prompts for 3D/4D FER Using Vision-Language Model","created":"2025-04-28","cited_by_count":1,"area":"mllm"},{"id":"2505.09336","title":"Unsupervised Multiview Contrastive Language-Image Joint Learning with Pseudo-Labeled Prompts Via Vision-Language Model for 3D/4D Facial Expression Recognition","created":"2025-05-14","cited_by_count":1,"area":"mllm"},{"id":"2509.06759","title":"Aligning Large Vision-Language Models by Deep Reinforcement Learning and Direct Preference Optimization","created":"2025-09-08","cited_by_count":1,"area":"mllm"},{"id":"2602.15278","title":"Visual Persuasion: What Influences Decisions of Vision-Language Models?","created":"2026-02-17","cited_by_count":1,"area":"mllm"},{"id":"2607.23605","title":"Hybrid Advantage Estimation with Unified Critic for VLM Agentic Reinforcement Learning","created":"2026-07-26","cited_by_count":1,"area":"mllm"},{"id":"2412.10758","title":"Optimizing Vision-Language Interactions Through Decoder-Only Models","created":"2024-12-14","cited_by_count":0,"area":"mllm"},{"id":"2506.01203","title":"Self-Supervised Multi-View Representation Learning using Vision-Language Model for 3D/4D Facial Expression Recognition","created":"2025-06-01","cited_by_count":0,"area":"mllm"},{"id":"2507.01673","title":"Facial Emotion Learning with Text-Guided Multiview Fusion via Vision-Language Model for 3D/4D Facial Expression Recognition","created":"2025-07-02","cited_by_count":0,"area":"mllm"},{"id":"2507.11079","title":"Tactical Decision for Multi-UGV Confrontation with a Vision-Language Model-Based Commander","created":"2025-07-15","cited_by_count":0,"area":"mllm"},{"id":"2603.00720","title":"MARS: Harmonizing Multimodal Convergence via Adaptive Rank Search","created":"2026-02-28","cited_by_count":0,"area":"mllm"},{"id":"2606.20641","title":"MAGNIFIED: RL Fine-tuning of Multimodal Large Language Models for Motion Planning","created":"2026-06-02","cited_by_count":0,"area":"mllm"}],"next_cursor":null}