{"total":38,"rows":[{"id":"2411.16044","title":"ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration","created":"2024-11-25","cited_by_count":103,"area":"mllm"},{"id":"2605.18740","title":"Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation","created":"2026-05-18","cited_by_count":77,"area":"mllm"},{"id":"2408.02544","title":"Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions","created":"2024-08-05","cited_by_count":56,"area":"mllm"},{"id":"2602.11858","title":"Zooming without Zooming: Region-to-Image Distillation for Fine-Grained Multimodal Perception","created":"2026-02-12","cited_by_count":50,"area":"mllm"},{"id":"2511.11007","title":"VisMem: Latent Vision Memory Unlocks Potential of Vision-Language Models","created":"2025-11-14","cited_by_count":37,"area":"mllm"},{"id":"2410.16400","title":"VipAct: Visual-Perception Enhancement via Specialized VLM Agent Collaboration and Tool-use","created":"2024-10-21","cited_by_count":18,"area":"mllm"},{"id":"2510.04819","title":"Visual Representations inside the Language Model","created":"2025-10-06","cited_by_count":15,"area":"mllm"},{"id":"2412.08737","title":"Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions","created":"2024-12-11","cited_by_count":13,"area":"mllm"},{"id":"2506.06034","title":"MATP-BENCH: Can MLLM Be a Good Automated Theorem Prover for Multimodal Problems?","created":"2025-06-06","cited_by_count":13,"area":"mllm"},{"id":"2603.15030","title":"VTC-Bench: Evaluating Agentic Multimodal Models via Compositional Visual Tool Chaining","created":"2026-03-16","cited_by_count":12,"area":"mllm"},{"id":"2412.19794","title":"MVTamperBench: Evaluating Robustness of Vision-Language Models","created":"2024-12-27","cited_by_count":11,"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":"2412.18072","title":"MMFactory: A Universal Solution Search Engine for Vision-Language Tasks","created":"2024-12-24","cited_by_count":7,"area":"mllm"},{"id":"2510.08054","title":"RetouchLLM: Training-free Code-based Image Retouching with Vision Language Models","created":"2025-10-09","cited_by_count":4,"area":"mllm"},{"id":"2605.11307","title":"Vision2Code: A Multi-Domain Benchmark for Evaluating Image-to-Code Generation","created":"2026-05-11","cited_by_count":4,"area":"mllm"},{"id":"2605.30307","title":"Grounded 3D-Aware Spatial Vision-Language Modeling","created":"2026-05-28","cited_by_count":3,"area":"mllm"},{"id":"2606.00579","title":"Sandboxed Coding Agents are Competitive Omni-modal Task Solvers","created":"2026-05-30","cited_by_count":3,"area":"mllm"},{"id":"2507.22933","title":"Augmented Vision-Language Models: A Systematic Review","created":"2025-07-24","cited_by_count":1,"area":"mllm"},{"id":"2511.03206","title":"QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models","created":"2025-11-05","cited_by_count":1,"area":"mllm"},{"id":"2602.08524","title":"GeoFocus: Blending Efficient Global-to-Local Perception for Multimodal Geometry Problem-Solving","created":"2026-02-09","cited_by_count":1,"area":"mllm"},{"id":"2604.25855","title":"SIEVES: Selective Prediction Generalizes through Visual Evidence Scoring","created":"2026-04-28","cited_by_count":1,"area":"mllm"},{"id":"2605.06058","title":"Towards Self-Explainable Document Visual Question Answering with Chain-of-Explanation Predictions","created":"2026-05-07","cited_by_count":1,"area":"mllm"},{"id":"2605.15792","title":"Reversing the Flow: Generation-to-Understanding Synergy in Large Multimodal Models","created":"2026-05-15","cited_by_count":1,"area":"mllm"},{"id":"2605.19528","title":"Towards Camera-Robust 3D Localization: Equation-Anchored Tool-Use for MLLMs","created":"2026-05-19","cited_by_count":1,"area":"mllm"},{"id":"2606.04244","title":"VAMPS: Visual-Assisted Mathematical Problem Solving Benchmark","created":"2026-06-02","cited_by_count":1,"area":"mllm"},{"id":"2609.22588","title":"Seeing is not Enough: Vision-Language Models Perceive Evidence but Fail to Act","created":"2026-09-18","cited_by_count":1,"area":"mllm"},{"id":"2510.05538","title":"Seeing the Big Picture: Evaluating Multimodal LLMs' Ability to Interpret and Grade Handwritten Student Work","created":"2025-10-07","cited_by_count":0,"area":"mllm"},{"id":"2511.00110","title":"Chain of Time: In-Context Physical Simulation with Image Generation Models","created":"2025-10-30","cited_by_count":0,"area":"mllm"},{"id":"2603.29428","title":"Seeing the Evidence, Missing the Answer: Tool-Guided Vision-Language Models on Visual Illusions","created":"2026-03-31","cited_by_count":0,"area":"mllm"},{"id":"2606.19338","title":"Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games","created":"2026-06-17","cited_by_count":0,"area":"mllm"},{"id":"2606.26196","title":"From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models","created":"2026-06-24","cited_by_count":0,"area":"mllm"},{"id":"2607.02490","title":"Visually Grounded Self-Reflection for Vision-Language Models via Reinforcement Learning","created":"2026-07-02","cited_by_count":0,"area":"mllm"},{"id":"2608.07584","title":"ComplexityWorld: Benchmarking Vision-Language Models on Verifiable Visual Decision Making","created":"2026-08-05","cited_by_count":0,"area":"mllm"},{"id":"2608.19739","title":"Question-Guided Evidence Acquisition for Multimodal Visual Question Answering","created":"2026-08-20","cited_by_count":0,"area":"mllm"},{"id":"2609.23012","title":"CrowdCue: Specialist-Cue Conditioning for Vision-Language Crowd Counting","created":"2026-09-19","cited_by_count":0,"area":"mllm"},{"id":"2609.36557","title":"How Medical VLMs Underutilize Their Vision Encoders: A Dermatology Perspective","created":"2026-09-29","cited_by_count":0,"area":"mllm"},{"id":"2610.15855","title":"Attention Sinks in VLMs Are Borrowed, Not Seen","created":"2026-10-11","cited_by_count":0,"area":"mllm"},{"id":"2610.19234","title":"Write Once, Plan Many: Building Reusable Visual Planning Systems from One Scene","created":"2026-10-13","cited_by_count":0,"area":"mllm"}],"next_cursor":null}