Multimodal Learning

R2-MultiOmnia: Leading Multilingual Multimodal Reasoning via Self-Training ACL 2025 RaCMC: Residual-Aware Compensation Network with Multi-Granularity Constraints for Fake News Detection AAAI 2025 RAcQUEt: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs EMNLP 2025 RAVEN: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language EMNLP 2025 RAVEN: Robust Advertisement Video Violation Temporal Grounding via Reinforcement Reasoning ACL 2025 R-Bind: Unified Enhancement of Attribute and Relation Binding in Text-to-Image Diffusion Models EMNLP 2025 RC-AutoCalib: An End-to-End Radar-Camera Automatic Calibration Network CVPR 2025 RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks EMNLP 2025 R-DTI: Drug Target Interaction Prediction Based on Second-Order Relevance Exploration AAAI 2025 Read, Watch and Scream! Sound Generation from Text and Video AAAI 2025 ReAL-AD: Towards Human-Like Reasoning in End-to-End Autonomous Driving ICCV 2025 Real-IAD D3: A Real-World 2D/Pseudo-3D/3D Dataset for Industrial Anomaly Detection CVPR 2025 Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation ACL 2025 ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning CVPR 2025 Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization ICCV 2025 Redundancy Principles for MLLMs Benchmarks ACL 2025 Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models ACL 2025 ReferSplat: Referring Segmentation in 3D Gaussian Splatting ICML 2025 Refining CLIP's Spatial Awareness: A Visual-Centric Perspective ICLR 2025 Reflective Agreement: Combining Self-Mixture of Agents with a Sequence Tagger for Robust Event Extraction EMNLP 2025 ReMask-Animate: Refined Character Image Animation Using Mask-Guided Adapters AAAI 2025 ReMP-AD: Retrieval-enhanced Multi-modal Prompt Fusion for Few-Shot Industrial Visual Anomaly Detection ICCV 2025 Rethinking High-speed Image Reconstruction Framework with Spike Camera AAAI 2025 Rethinking Multi-modal Object Detection from the Perspective of Mono-Modality Feature Learning ICCV 2025 Re-thinking Temporal Search for Long-Form Video Understanding CVPR 2025