{"total":17,"rows":[{"id":"2410.13085","title":"MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models","created":"2024-10-16","cited_by_count":85,"area":"mllm"},{"id":"2503.19900","title":"CAFe: Unifying Representation and Generation with Contrastive-Autoregressive Finetuning","created":"2025-03-25","cited_by_count":31,"area":"mllm"},{"id":"2505.19147","title":"Shifting AI Efficiency From Model-Centric to Data-Centric Compression","created":"2025-05-25","cited_by_count":29,"area":"mllm"},{"id":"2510.00515","title":"Efficient Multi-modal Large Language Models via Progressive Consistency Distillation","created":"2025-10-01","cited_by_count":22,"area":"mllm"},{"id":"2408.04594","title":"Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models","created":"2024-08-08","cited_by_count":17,"area":"mllm"},{"id":"2508.13305","title":"Prune2Drive: A Plug-and-Play Framework for Accelerating Vision-Language Models in Autonomous Driving","created":"2025-08-18","cited_by_count":16,"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":"2507.21391","title":"Multimodal LLMs as Customized Reward Models for Text-to-Image Generation","created":"2025-07-28","cited_by_count":10,"area":"mllm"},{"id":"2601.19325","title":"Innovator-VL: A Multimodal Large Language Model for Scientific Discovery","created":"2026-01-27","cited_by_count":8,"area":"mllm"},{"id":"2503.14941","title":"UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation","created":"2025-03-19","cited_by_count":7,"area":"mllm"},{"id":"2512.18747","title":"IPCV: Information-Preserving Compression for MLLM Visual Encoders","created":"2025-12-21","cited_by_count":5,"area":"mllm"},{"id":"2509.08777","title":"Calibrating MLLM-as-a-judge via Multimodal Bayesian Prompt Ensembles","created":"2025-09-10","cited_by_count":2,"area":"mllm"},{"id":"2602.11340","title":"Bi-Level Prompt Optimization for Multimodal LLM-as-a-Judge","created":"2026-02-11","cited_by_count":1,"area":"mllm"},{"id":"2604.21523","title":"Seeing Isn't Believing: Uncovering Blind Spots in Evaluator Vision-Language Models","created":"2026-04-23","cited_by_count":1,"area":"mllm"},{"id":"2605.30257","title":"Stable-Layers: Fine-Tuning Image Layer Decomposition Models with VLM-Scored Reinforcement Learning","created":"2026-05-28","cited_by_count":1,"area":"mllm"},{"id":"2609.35641","title":"Verifiable Visual Rewards Transfer from Synthetic Scenes to Natural Prompts","created":"2026-09-28","cited_by_count":1,"area":"mllm"},{"id":"2603.11665","title":"Multi-Task Reinforcement Learning for Enhanced Multimodal LLM-as-a-Judge","created":"2026-03-12","cited_by_count":0,"area":"mllm"}],"next_cursor":null}