{"total":14,"rows":[{"id":"2401.02906","title":"MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance","created":"2024-01-05","cited_by_count":117,"area":"mllm"},{"id":"2412.02617","title":"Improving Dynamic Object Interactions in Text-to-Video Generation with AI Feedback","created":"2024-12-03","cited_by_count":47,"area":"mllm"},{"id":"2310.06311","title":"Improving Compositional Text-to-image Generation with Large Vision-Language Models","created":"2023-10-10","cited_by_count":24,"area":"mllm"},{"id":"2503.17928","title":"Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization","created":"2025-03-23","cited_by_count":14,"area":"mllm"},{"id":"2411.11909","title":"SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization","created":"2024-11-17","cited_by_count":10,"area":"mllm"},{"id":"2403.10704","title":"Parameter Efficient Reinforcement Learning from Human Feedback","created":"2024-03-15","cited_by_count":7,"area":"mllm"},{"id":"2601.06847","title":"MedGround: Bridging the Evidence Gap in Medical Vision-Language Models with Verified Grounding Data","created":"2026-01-11","cited_by_count":5,"area":"mllm"},{"id":"2603.11219","title":"Senna-2: Aligning VLM and End-to-End Driving Policy for Consistent Decision Making and Planning","created":"2026-03-11","cited_by_count":5,"area":"mllm"},{"id":"2507.22037","title":"Secure Tug-of-War (SecTOW): Iterative Defense-Attack Training with Reinforcement Learning for Multimodal Model Security","created":"2025-07-29","cited_by_count":4,"area":"mllm"},{"id":"2501.04568","title":"Feedback-Driven Vision-Language Alignment with Minimal Human Supervision","created":"2025-01-08","cited_by_count":1,"area":"mllm"},{"id":"2503.20309","title":"Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs","created":"2025-03-26","cited_by_count":1,"area":"mllm"},{"id":"2603.11423","title":"Beyond Single-Sample: Reliable Multi-Sample Distillation for Video Understanding","created":"2026-03-12","cited_by_count":0,"area":"mllm"},{"id":"2609.34587","title":"Reinforcement Learning from Intermediate Renders for Image-to-Code Generation","created":"2026-09-28","cited_by_count":0,"area":"mllm"},{"id":"2610.17639","title":"FrameLite: Decision-Oriented Aesthetic Cropping with a Compact Vision-Language Model","created":"2026-10-13","cited_by_count":0,"area":"mllm"}],"next_cursor":null}