{"total":64,"rows":[{"id":"2507.07999","title":"Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology","created":"2025-07-10","cited_by_count":69,"area":null},{"id":"2505.21457","title":"ACTIVE-o3: Empowering MLLMs with Active Perception via Pure Reinforcement Learning","created":"2025-05-27","cited_by_count":43,"area":null},{"id":"2505.20256","title":"Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration","created":"2025-05-26","cited_by_count":41,"area":null},{"id":"2511.00391","title":"VinciCoder: Unifying Multimodal Code Generation via Coarse-to-fine Visual Reinforcement Learning","created":"2025-11-01","cited_by_count":21,"area":null},{"id":"2509.21976","title":"Geo-R1: Improving Few-Shot Geospatial Referring Expression Understanding with Reinforcement Fine-Tuning","created":"2025-09-26","cited_by_count":20,"area":null},{"id":"2508.17608","title":"ChartMaster: Advancing Chart-to-Code Generation with Real-World Charts and Chart Similarity Reinforcement Learning","created":"2025-08-25","cited_by_count":16,"area":null},{"id":"2601.10129","title":"LaViT: Aligning Latent Visual Thoughts for Multi-modal Reasoning","created":"2026-01-15","cited_by_count":15,"area":null},{"id":"2512.12309","title":"WeDetect: Fast Open-Vocabulary Object Detection as Retrieval","created":"2025-12-13","cited_by_count":14,"area":null},{"id":"2505.23179","title":"DIP-R1: Deep Inspection and Perception with RL Looking Through and Understanding Complex Scenes","created":"2025-05-29","cited_by_count":11,"area":null},{"id":"2601.16093","title":"SAMTok: Representing Any Mask with Two Words","created":"2026-01-22","cited_by_count":11,"area":null},{"id":"2509.15532","title":"GUI-ARP: Enhancing Grounding with Adaptive Region Perception for GUI Agents","created":"2025-09-19","cited_by_count":10,"area":null},{"id":"2512.10949","title":"Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation","created":"2025-12-11","cited_by_count":10,"area":null},{"id":"2507.04451","title":"CoT-lized Diffusion: Let's Reinforce T2I Generation Step-by-step","created":"2025-07-06","cited_by_count":8,"area":null},{"id":"2508.11360","title":"CRAFT-GUI: Curriculum-Reinforced Agent For GUI Tasks","created":"2025-08-15","cited_by_count":6,"area":null},{"id":"2606.15932","title":"Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence","created":"2026-06-14","cited_by_count":6,"area":null},{"id":"2505.18660","title":"So-Fake: Benchmarking and Explaining Social Media Image Forgery Detection","created":"2025-05-24","cited_by_count":5,"area":null},{"id":"2505.19714","title":"MT$^{3}$: Scaling MLLM-based Text Image Machine Translation via Multi-Task Reinforcement Learning","created":"2025-05-26","cited_by_count":5,"area":null},{"id":"2505.20573","title":"Collision- and Reachability-Aware Multi-Robot Control with Grounded LLM Planners","created":"2025-05-26","cited_by_count":4,"area":null},{"id":"2508.03734","title":"A Survey of Multimodal Ophthalmic Diagnostics: From Task-Specific Approaches to Foundational Models","created":"2025-07-31","cited_by_count":4,"area":null},{"id":"2509.10260","title":"MagicMirror: A Large-Scale Dataset and Benchmark for Fine-Grained Artifacts Assessment in Text-to-Image Generation","created":"2025-09-12","cited_by_count":4,"area":null},{"id":"2512.05119","title":"RAG-IGBench: Innovative Evaluation for RAG-based Interleaved Generation in Open-domain Question Answering","created":"2025-10-11","cited_by_count":4,"area":null},{"id":"2604.00267","title":"Omni-MMSI: Toward Identity-attributed Social Interaction Understanding","created":"2026-03-31","cited_by_count":4,"area":null},{"id":"2505.15206","title":"EndoVLA: Dual-Phase Vision-Language-Action Model for Autonomous Tracking in Endoscopy","created":"2025-05-21","cited_by_count":3,"area":null},{"id":"2506.06084","title":"WisWheat: A Three-Tiered Vision-Language Dataset for Wheat Management","created":"2025-06-06","cited_by_count":3,"area":null},{"id":"2510.00496","title":"Agent-ScanKit: Unraveling Memory and Reasoning of Multimodal Agents via Sensitivity Perturbations","created":"2025-10-01","cited_by_count":3,"area":null},{"id":"2512.23244","title":"ViLaCD-R1: A Vision-Language Framework for Semantic Change Detection in Remote Sensing","created":"2025-12-29","cited_by_count":3,"area":null},{"id":"2601.15624","title":"Explainable Deepfake Detection with RL Enhanced Self-Blended Images","created":"2026-01-22","cited_by_count":3,"area":null},{"id":"2510.22684","title":"RoboSVG: A Unified Framework for Interactive SVG Generation with Multi-modal Guidance","created":"2025-10-26","cited_by_count":2,"area":null},{"id":"2603.00676","title":"K^2-Agent: Co-Evolving Know-What and Know-How for Hierarchical Mobile Device Control","created":"2026-02-28","cited_by_count":2,"area":null},{"id":"2603.15011","title":"Molecular Identifier Visual Prompt and Verifiable Reinforcement Learning for Chemical Reaction Diagram Parsing","created":"2026-03-16","cited_by_count":2,"area":null},{"id":"2606.09092","title":"From Shortcuts to Reasoning: Robust Post-Training of Theory of Mind with Reinforcement Learning","created":"2026-06-08","cited_by_count":2,"area":null},{"id":"2507.17234","title":"CLARIFID: Improving Radiology Report Generation by Reinforcing Clinically Accurate Impressions and Enforcing Detailed Findings","created":"2025-07-23","cited_by_count":1,"area":null},{"id":"2508.20470","title":"Droplet3D: Commonsense Priors from Videos Facilitate 3D Generation","created":"2025-08-28","cited_by_count":1,"area":null},{"id":"2511.18055","title":"IE-Critic-R1: Advancing the Explanatory Measurement of Text-Driven Image Editing for Human Perception Alignment","created":"2025-11-22","cited_by_count":1,"area":null},{"id":"2601.19103","title":"Glance and Focus Reinforcement for Pan-cancer Screening","created":"2026-01-27","cited_by_count":1,"area":null},{"id":"2603.00055","title":"M3-AD: Reflection-aware Multi-modal, Multi-category, and Multi-dimensional Benchmark and Framework for Industrial Anomaly Detection","created":"2026-02-10","cited_by_count":1,"area":null},{"id":"2603.11525","title":"MDS-VQA: Model-Informed Data Selection for Video Quality Assessment","created":"2026-03-12","cited_by_count":1,"area":null},{"id":"2604.04780","title":"CLEAR: Unlocking Generative Potential for Degraded Image Understanding in Unified Multimodal Models","created":"2026-04-06","cited_by_count":1,"area":null},{"id":"2605.23281","title":"DepthAgent: Towards Better Universal Depth Estimation via Sample-wise Expert Selection","created":"2026-05-22","cited_by_count":1,"area":null},{"id":"2605.28023","title":"VCap: Hypergeometric Rewards for Weak-to-Strong Visual Captioning","created":"2026-05-27","cited_by_count":1,"area":null},{"id":"2607.14115","title":"DialogueVPR: Towards Conversational Visual Place Recognition","created":"2026-05-08","cited_by_count":1,"area":null},{"id":"2608.17319","title":"Wuying-Browser-Agent: Real-World Centric Fundamental Long-Horizon Browser Agents","created":"2026-08-18","cited_by_count":1,"area":null},{"id":"2609.07072","title":"Detect Anything in Graphic Design: Element-Level Rewards for Autoregressive Detection","created":"2026-09-07","cited_by_count":1,"area":null},{"id":"2508.07804","title":"Pose-RFT: Enhancing MLLMs for 3D Pose Generation via Hybrid Action Reinforcement Fine-Tuning","created":"2025-08-11","cited_by_count":0,"area":null},{"id":"2509.26514","title":"BatonVoice: An Operationalist Framework for Enhancing Controllable Speech Synthesis with Linguistic Intelligence from LLMs","created":"2025-09-30","cited_by_count":0,"area":null},{"id":"2511.00609","title":"PreferThinker: Reasoning-based Personalized Image Preference Assessment","created":"2025-11-01","cited_by_count":0,"area":null},{"id":"2512.22294","title":"A Three-Level Alignment Framework for Large-Scale 3D Retrieval and Controlled 4D Generation","created":"2025-12-25","cited_by_count":0,"area":null},{"id":"2602.01753","title":"ObjEmbed: Towards Universal Multimodal Object Embeddings","created":"2026-02-02","cited_by_count":0,"area":null},{"id":"2603.26179","title":"Consistency Beyond Contrast: Enhancing Open-Vocabulary Object Detection Robustness via Contextual Consistency Learning","created":"2026-03-27","cited_by_count":0,"area":null},{"id":"2605.00371","title":"GaMMA: Towards Joint Global-Temporal Music Understanding in Large Multimodal Models","created":"2026-05-01","cited_by_count":0,"area":null},{"id":"2606.20970","title":"CogniRoute: Learning to Route Social Evidence in Omni-Modal Models","created":"2026-06-18","cited_by_count":0,"area":null},{"id":"2606.25906","title":"OracleAnalyser: Analysing Implicit Semantics of Oracle Bone Scripts through MLLMs with Post-training","created":"2026-06-24","cited_by_count":0,"area":null},{"id":"2607.14682","title":"Stop Thinking, Start Looking: Efficient Post-Training for Multimodal Document Question Answering via Reasoning-Free Alignment","created":"2026-07-16","cited_by_count":0,"area":null},{"id":"2608.00502","title":"SpatialAfford: Teaching Compact VLMs Where to Look and Where to Ground for Affordance","created":"2026-08-01","cited_by_count":0,"area":null},{"id":"2608.06930","title":"AVCap: Reinforcing Audio-Video Joint Caption with Detail-Aware Reward","created":"2026-08-07","cited_by_count":0,"area":null},{"id":"2608.09147","title":"RefineAny3D: Depth Refinement as Semantic Alignment for Monocular 3D Detection","created":"2026-08-10","cited_by_count":0,"area":null},{"id":"2609.15307","title":"Learning from Reliable Negatives: Confidence-Anchored Test-Time Adaptation for GUI Grounding","created":"2026-09-14","cited_by_count":0,"area":null},{"id":"2609.25738","title":"OmniFysics-Nano-V2 Technical Report: Understanding the Physical World Across Modalities","created":"2026-09-22","cited_by_count":0,"area":null},{"id":"2610.04425","title":"AgroGround: Multi-Granularity Grounded Recognition in Agriculture","created":"2026-10-03","cited_by_count":0,"area":null},{"id":"2610.05274","title":"Answer with Evidence: Consistency-Aware Grounded Visual Question Answering for Roadside Traffic Scenes","created":"2026-10-04","cited_by_count":0,"area":null},{"id":"2610.05425","title":"Unmentioned Checklist Findings Change How Reinforcement Learning Appears to Improve Chest Radiograph Report Checking","created":"2026-10-04","cited_by_count":0,"area":null},{"id":"2610.13239","title":"Jag: Direct Box Prediction for Efficient Visual Grounding","created":"2026-10-09","cited_by_count":0,"area":null},{"id":"2610.16735","title":"VAttnPO: Visual Attention-Guided Policy Optimization","created":"2026-10-12","cited_by_count":0,"area":null},{"id":"2610.16811","title":"X-Ragent: Tool-Augmented Reinforcement Learning for Evidence-Grounded Chest X-Ray Reasoning","created":"2026-10-12","cited_by_count":0,"area":null}],"next_cursor":null}