Multimodal Learning

READoc: A Unified Benchmark for Realistic Document Structured Extraction ACL 2025 Read, Watch and Scream! Sound Generation from Text and Video AAAI 2025 Real2Render2Real: Scaling Robot Data Without Dynamics Simulation or Robot Hardware CoRL 2025 RealBench: A Chinese Multi-image Understanding Benchmark Close to Real-world Scenarios EMNLP 2025 RealGeneral: Unifying Visual Generation via Temporal In-Context Learning with Video Models ICCV 2025 RealHiTBench: A Comprehensive Realistic Hierarchical Table Benchmark for Evaluating LLM-Based Table Analysis ACL 2025 Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization EMNLP 2025 Re-Aligning Language to Visual Objects with an Agentic Workflow ICLR 2025 REAL-MM-RAG: A Real-World Multi-Modal Retrieval Benchmark ACL 2025 RealPortrait: Realistic Portrait Animation with Diffusion Transformers AAAI 2025 RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning ICML 2025 Real-Time Audio-Visual Speech Enhancement Using Pre-trained Visual Representations Interspeech 2025 Real-time Commentator Assistant for Photo Editing Live Streaming IJCNLP 2025 Real-Time Intuitive AI Drawing System for Collaboration: Enhancing Human Creativity through Formal and Contextual Intent Integration NeurIPS 2025 Reanimating Images using Neural Representations of Dynamic Stimuli CVPR 2025 Reason-before-Retrieve: One-Stage Reflective Chain-of-Thoughts for Training-Free Zero-Shot Composed Image Retrieval CVPR 2025 ReasonGrounder: LVLM-Guided Hierarchical Feature Splatting for Open-Vocabulary 3D Visual Grounding and Reasoning CVPR 2025 Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance EMNLP 2025 Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation ACL 2025 Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems ICML 2025 Reasoning to Attend: Try to Understand How <SEG> Token Works CVPR 2025 ReasonPlan: Unified Scene Prediction and Decision Reasoning for Closed-loop Autonomous Driving CoRL 2025 ReasonVQA: A Multi-hop Reasoning Benchmark with Structural Knowledge for Visual Question Answering ICCV 2025 ReCamMaster: Camera-Controlled Generative Rendering from A Single Video ICCV 2025 ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning CVPR 2025