Multimodal Learning

EchoMimicV2: Towards Striking, Simplified, and Semi-Body Human Animation CVPR 2025 EchoONE: Segmenting Multiple Echocardiography Planes in One Model CVPR 2025 EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights CVPR 2025 EcoDoc: A Cost-Efficient Multimodal Document Processing System for Enterprises Using LLMs ACL 2025 EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation ICLR 2025 EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models IJCNLP 2025 EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association ACL 2025 EditGRPO: Reinforcement Learning with Post -Rollout Edits for Clinically Accurate Chest X-Ray Report Generation IJCNLP 2025 EditInspector: A Benchmark for Evaluation of Text-Guided Image Edits ACL 2025 EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing ICLR 2025 EDMB: Edge Detector with Mamba WACV 2025 EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos EMNLP 2025 EEE-Bench: A Comprehensive Multimodal Electrical And Electronics Engineering Benchmark CVPR 2025 EEG-Language Pretraining for Highly Label-Efficient Clinical Phenotyping ICML 2025 Effective SAM Combination for Open-Vocabulary Semantic Segmentation CVPR 2025 Effective Training Data Synthesis for Improving MLLM Chart Understanding ICCV 2025 Effects of automatic alignment on speech translation metrics ACL 2025 Efficient and Context-Aware Label Propagation for Zero-/Few-Shot Training-Free Adaptation of Vision-Language Model ICLR 2025 Efficient Architectures for High Resolution Vision-Language Models COLING 2025 Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive‐k EMNLP 2025 Efficient Federated Incomplete Multi-View Clustering ICML 2025 Efficient Generative Modeling with Residual Vector Quantization-Based Tokens ICML 2025 Efficiently Serving Large Multimodal Models Using EPD Disaggregation ICML 2025 Efficient Motion-Aware Video MLLM CVPR 2025 Efficient Multi-modal Long Context Learning for Training-free Adaptation ICML 2025