Multimodal Learning

VQA-Augmented Machine Translation with Cross-Modal Contrastive Learning EMNLP 2025 VQTalker: Towards Multilingual Talking Avatars Through Facial Motion Tokenization AAAI 2025 VS-Singer: Vision-Guided Stereo Singing Voice Synthesis with Consistency Schrödinger Bridge Interspeech 2025 Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models CVPR 2025 WeatherGen: A Unified Diverse Weather Generator for LiDAR Point Clouds via Spider Mamba Diffusion CVPR 2025 Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains ACL 2025 What are Foundation Models Cooking in the Post-Soviet World? EMNLP 2025 What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations ACL 2025 What's in the Image? A Deep-Dive into the Vision of Vision Language Models CVPR 2025 What's Making That Sound Right Now? Video-centric Audio-Visual Localization ICCV 2025 When and How Does CLIP Enable Domain and Compositional Generalization? ICML 2025 When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs EMNLP 2025 When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration ICML 2025 When Words Smile: Generating Diverse Emotional Facial Expressions from Text EMNLP 2025 XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? CVPR 2025 XTrack: Multimodal Training Boosts RGB-X Video Object Trackers ICCV 2025 X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP ICML 2025 YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization SemEval 2025 Yo'Chameleon: Personalized Vision and Language Generation CVPR 2025 YOLO-Count: Differentiable Object Counting for Text-to-Image Generation ICCV 2025 Your Large Vision-Language Model Only Needs A Few Attention Heads For Visual Grounding CVPR 2025 Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in LVLMs EMNLP 2025 Zero-Shot Image Captioning with Multi-type Entity Representations AAAI 2025 Zhoumou at SemEval-2025 Task 1: Leveraging Multimodal Data Augmentation and Large Language Models for Enhanced Idiom Understanding SemEval 2025 3D Feature Tracking via Event Camera CVPR 2024