Multimodal Learning

EndoVLA: Dual-Phase Vision-Language-Action for Precise Autonomous Tracking in Endoscopy CoRL 2025 End-to-End Autonomous Driving Through V2X Cooperation AAAI 2025 End-to-End Multilingual Automatic Dubbing via Duration-based Translation with Large Language Models EMNLP 2025 End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation EMNLP 2025 Engage for All: Making Ordinary Image Descriptions Appealing Again! ICCV 2025 Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation CVPR 2025 Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations CVPR 2025 Enhance Modality Robustness in Text-Centric Multimodal Alignment with Adversarial Prompting AAAI 2025 Enhance Multimodal Consistency and Coherence for Text-Image Plan Generation ACL 2025 Enhance Vision-Language Alignment with Noise AAAI 2025 Enhancing Adversarial Transferability in Visual-Language Pre-training Models via Local Shuffle and Sample-based Attack NAACL 2025 Enhancing Audiovisual Speech Recognition Through Bifocal Preference Optimization AAAI 2025 Enhancing Automated Grading in Science Education through LLM-Driven Causal Reasoning and Multimodal Analysis IJCAI 2025 Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data ICLR 2025 Enhancing Depression Detection via Question-wise Modality Fusion NAACL 2025 Enhancing Document Understanding with Group Position Embedding: A Novel Approach to Incorporate Layout Information ICLR 2025 Enhancing Few-Shot Class-Incremental Learning via Training-Free Bi-Level Modality Calibration CVPR 2025 Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features ICCV 2025 Enhancing Fine-Grained Vision-Language Pretraining with Negative Augmented Samples AAAI 2025 Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving Interspeech 2025 Enhancing Indian Sign Language Translation via Motion-Aware Modeling AACL 2025 Enhancing Interpretable Image Classification Through LLM Agents and Conditional Concept Bottleneck Models ACL 2025 Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output COLING 2025 Enhancing Large Vision-Language Models with Ultra-Detailed Image Caption Generation EMNLP 2025 Enhancing LLM-Based Molecular Captioning with Molecular Fingerprints IJCNLP 2025