{"total":37,"rows":[{"id":"2402.12451","title":"The Revolution of Multimodal Large Language Models: A Survey","created":"2024-02-19","cited_by_count":137,"area":"mllm"},{"id":"2508.21046","title":"CogVLA: Cognition-Aligned Vision-Language-Action Model via Instruction-Driven Routing & Sparsification","created":"2025-08-28","cited_by_count":74,"area":"mllm"},{"id":"2403.04640","title":"CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios","created":"2024-03-07","cited_by_count":53,"area":"mllm"},{"id":"2407.12709","title":"MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models","created":"2024-07-17","cited_by_count":46,"area":"mllm"},{"id":"2501.02765","title":"Visual Large Language Models for Generalized and Specialized Applications","created":"2025-01-06","cited_by_count":36,"area":"mllm"},{"id":"2406.17770","title":"MG-LLaVA: Towards Multi-Granularity Visual Instruction Tuning","created":"2024-06-25","cited_by_count":22,"area":"mllm"},{"id":"2503.06063","title":"Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices","created":"2025-03-08","cited_by_count":22,"area":"mllm"},{"id":"2501.16297","title":"FALCON: Resolving Visual Redundancy and Fragmentation in High-resolution Multimodal Large Language Models via Visual Registers","created":"2025-01-27","cited_by_count":20,"area":"mllm"},{"id":"2506.10387","title":"Mirage-1: Augmenting and Updating GUI Agent with Hierarchical Multimodal Skills","created":"2025-06-12","cited_by_count":19,"area":"mllm"},{"id":"2501.08326","title":"Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks","created":"2025-01-14","cited_by_count":17,"area":"mllm"},{"id":"2401.17981","title":"From Training-Free to Adaptive: Empirical Insights into MLLMs' Understanding of Detection Information","created":"2024-01-31","cited_by_count":16,"area":"mllm"},{"id":"2503.15426","title":"Visual Position Prompt for MLLM based Visual Grounding","created":"2025-03-19","cited_by_count":16,"area":"mllm"},{"id":"2501.15269","title":"Mirage in the Eyes: Hallucination Attack on Multi-modal Large Language Models with Only Attention Sink","created":"2025-01-25","cited_by_count":15,"area":"mllm"},{"id":"2410.06765","title":"To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models","created":"2024-10-09","cited_by_count":10,"area":"mllm"},{"id":"2509.10345","title":"Towards Understanding Visual Grounding in Visual Language Models","created":"2025-09-12","cited_by_count":10,"area":"mllm"},{"id":"2412.11050","title":"RAC3: Retrieval-Augmented Corner Case Comprehension for Autonomous Driving with Vision-Language Models","created":"2024-12-15","cited_by_count":8,"area":"mllm"},{"id":"2502.10455","title":"E2LVLM:Evidence-Enhanced Large Vision-Language Model for Multimodal Out-of-Context Misinformation Detection","created":"2025-02-12","cited_by_count":7,"area":"mllm"},{"id":"2502.11453","title":"Connector-S: A Survey of Connectors in Multi-modal Large Language Models","created":"2025-02-17","cited_by_count":7,"area":"mllm"},{"id":"2512.00395","title":"Better, Stronger, Faster: Tackling the Trilemma in MLLM-based Segmentation with Simultaneous Textual Mask Prediction","created":"2025-11-29","cited_by_count":7,"area":"mllm"},{"id":"2512.11215","title":"SmokeBench: Evaluating Multimodal Large Language Models for Wildfire Smoke Detection","created":"2025-12-12","cited_by_count":5,"area":"mllm"},{"id":"2410.01261","title":"OCC-MLLM:Empowering Multimodal Large Language Model For the Understanding of Occluded Objects","created":"2024-10-02","cited_by_count":3,"area":"mllm"},{"id":"2504.15624","title":"FaceInsight: A Multimodal Large Language Model for Face Perception","created":"2025-04-22","cited_by_count":3,"area":"mllm"},{"id":"2603.19993","title":"MedSPOT: A Workflow-Aware Sequential Grounding Benchmark for Clinical GUI","created":"2026-03-20","cited_by_count":3,"area":"mllm"},{"id":"2505.20405","title":"What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models","created":"2025-05-26","cited_by_count":2,"area":"mllm"},{"id":"2507.18053","title":"Resource Consumption Red-Teaming for Large Vision-Language Models","created":"2025-07-24","cited_by_count":2,"area":"mllm"},{"id":"2510.16036","title":"IAD-GPT: Advancing Visual Knowledge in Multimodal Large Language Model for Industrial Anomaly Detection","created":"2025-10-16","cited_by_count":2,"area":"mllm"},{"id":"2512.17012","title":"4D-RGPT: Toward Region-level 4D Understanding via Perceptual Distillation","created":"2025-12-18","cited_by_count":2,"area":"mllm"},{"id":"2603.10703","title":"WalkGPT: Grounded Vision-Language Conversation with Depth-Aware Segmentation for Pedestrian Navigation","created":"2026-03-11","cited_by_count":2,"area":"mllm"},{"id":"2410.01861","title":"OCC-MLLM-Alpha:Empowering Multi-modal Large Language Model for the Understanding of Occluded Objects with Self-Supervised Test-Time Learning","created":"2024-10-02","cited_by_count":1,"area":"mllm"},{"id":"2503.07413","title":"REF-VLM: Triplet-Based Referring Paradigm for Unified Visual Decoding","created":"2025-03-10","cited_by_count":1,"area":"mllm"},{"id":"2603.24181","title":"Unlocking Few-Shot Capabilities in LVLMs via Prompt Conditioning and Head Selection","created":"2026-03-25","cited_by_count":1,"area":"mllm"},{"id":"2606.25084","title":"Are We There Yet? Exploring the Capabilities of MLLMs in Assistive AI Applications","created":"2026-06-23","cited_by_count":1,"area":"mllm"},{"id":"2607.02930","title":"CL-Anomaly: Layer-Adaptive Mixture-of-Experts with Multimodal Large Language Model for Continual Learning in Anomaly Detection","created":"2026-07-03","cited_by_count":1,"area":"mllm"},{"id":"2408.12141","title":"TRRG: Towards Truthful Radiology Report Generation With Cross-modal Disease Clue Enhanced Large Language Model","created":"2024-08-22","cited_by_count":0,"area":"mllm"},{"id":"2508.00945","title":"Optimizing Vision-Language Consistency via Cross-Layer Regional Attention Alignment","created":"2025-07-31","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":"2607.14499","title":"Contextualized Evaluation of Vision Language Models through Dynamic, Multi-turn Interactions","created":"2026-07-16","cited_by_count":0,"area":"mllm"}],"next_cursor":null}