Multimodal Learning

ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting CVPR 2025 ROD-MLLM: Towards More Reliable Object Detection in Multimodal Large Language Models CVPR 2025 Roles of MLLMs in Visually Rich Document Retrieval for RAG: A Survey IJCNLP 2025 RollingQ: Reviving the Cooperation Dynamics in Multimodal Transformer ICML 2025 Rolling the DICE on Idiomaticity: How LLMs Fail to Grasp Context ACL 2025 RONA: Pragmatically Diverse Image Captioning with Coherence Relations NAACL 2025 RopeTP: Global Human Motion Recovery via Integrating Robust Pose Estimation with Diffusion Trajectory Prior WACV 2025 Routing Experts: Learning to Route Dynamic Experts in Existing Multi-modal Large Language Models ICLR 2025 ROVI: A VLM-LLM Re-Captioned Dataset for Open-Vocabulary Instance-Grounded Text-to-Image Generation ICCV 2025 RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025 RRHF-V: Ranking Responses to Mitigate Hallucinations in Multimodal Large Language Models with Human Feedback COLING 2025 RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought ACL 2025 Rubric-Constrained Figure Skating Scoring WACV 2025 R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding ACL 2025 S²MILE: Semantic-and-Structure-Aware Music-Driven Lyric Generation AAAI 2025 S3E: Self-Supervised State Estimation for Radar-Inertial System ICCV 2025 S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Model with Spatio-Temporal Visual Representation CVPR 2025 SA-CLIP: Language Guided Image Spatial and Action Feature Learning EMNLP 2025 SAE-V: Interpreting Multimodal Models for Enhanced Alignment ICML 2025 SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning ACL 2025 Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Models NAACL 2025 SafeWatch: An Efficient Safety-Policy Following Video Guardrail Model with Transparent Explanations ICLR 2025 SAGI: Semantically Aligned and Uncertainty Guided AI Image Inpainting ICCV 2025 SAHAY: Multimodal, Privacy-Preserving AI for Suicide Risk Detection and Intervention in India IJCAI 2025 SAIST: Segment Any Infrared Small Target Model Guided by Contrastive Language-Image Pretraining CVPR 2025