Multimodal Learning

Question-Aware Gaussian Experts for Audio-Visual Question Answering CVPR 2025 RAcQUEt: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs EMNLP 2025 RC-AutoCalib: An End-to-End Radar-Camera Automatic Calibration Network CVPR 2025 Real-IAD D3: A Real-World 2D/Pseudo-3D/3D Dataset for Industrial Anomaly Detection CVPR 2025 Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval CVPR 2025 Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025 ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning CVPR 2025 Recontextualizing Revitalization: A Mixed Media Approach to Reviving the Nüshu Language EMNLP 2025 Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval CVPR 2025 RedundancyLens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only MLLMs ACL 2025 RefDetector: A Simple Yet Effective Matching-based Method for Referring Expression Comprehension AAAI 2025 RefEdit: A Benchmark and Method for Improving Instruction-based Image Editing Model on Referring Expressions ICCV 2025 ReferDINO: Referring Video Object Segmentation with Visual Grounding Foundations ICCV 2025 Region-aware Anchoring Mechanism for Efficient Referring Visual Grounding ICCV 2025 Re-HOLD: Video Hand Object Interaction Reenactment via adaptive Layout-instructed Diffusion Model CVPR 2025 RESOUND: Speech Reconstruction from Silent Videos via Acoustic-Semantic Decomposed Modeling Interspeech 2025 Response Wide Shut? Surprising Observations in Basic Vision Language Model Capabilities ACL 2025 Retention Score: Quantifying Jailbreak Risks for Vision Language Models AAAI 2025 Retrieval Visual Contrastive Decoding to Mitigate Object Hallucinations in Large Vision-Language Models ACL 2025 Revisiting Audio-Visual Segmentation with Vision-Centric Transformer CVPR 2025 Revisiting Multimodal Fusion for 3D Anomaly Detection from an Architectural Perspective AAAI 2025 RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction EMNLP 2025 RoboGround: Robotic Manipulation with Grounded Vision-Language Priors CVPR 2025 R-VLM: Region-Aware Vision Language Model for Precise GUI Grounding ACL 2025 SAM2-LOVE: Segment Anything Model 2 in Language-aided Audio-Visual Scenes CVPR 2025