Multimodal Learning

ASPO: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning ACL 2025 A Strategic Coordination Framework of Small LMs Matches Large LMs in Data Synthesis ACL 2025 A Study of Real-world Audio-Visual Corpus Design and Production: A Perspective from MISP Challenges Interspeech 2025 A Survey on Patent Analysis: From NLP to Multimodal AI ACL 2025 Asymmetric Hierarchical Difference-aware Interaction Network for Event-guided Motion Deblurring AAAI 2025 Asymmetric Reinforcing Against Multi-Modal Representation Bias AAAI 2025 Asymmetric Visual Semantic Embedding Framework for Efficient Vision-Language Alignment AAAI 2025 ATAS: Any-to-Any Self-Distillation for Enhanced Open-Vocabulary Dense Prediction ICCV 2025 ATP-LLaVA: Adaptive Token Pruning for Large Vision Language Models CVPR 2025 ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors ACL 2025 Attention Bootstrapping for Multi-Modal Test-Time Adaptation AAAI 2025 AudCast: Audio-Driven Human Video Generation by Cascaded Diffusion Transformers CVPR 2025 Audio-centric Video Understanding Benchmark without Text Shortcut EMNLP 2025 Audio Entailment: Assessing Deductive Reasoning for Audio Understanding AAAI 2025 AudioGenX: Explainability on Text-to-Audio Generative Models AAAI 2025 Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models EMNLP 2025 Audio-Visual Instance Segmentation CVPR 2025 Augmented and Softened Matching for Unsupervised Visible-Infrared Person Re-Identification ICCV 2025 Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering CVPR 2025 A Unified Agentic Framework for Evaluating Conditional Image Generation ACL 2025 Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language CVPR 2025 Auto Encoding Neural Process for Multi-interest Recommendation AAAI 2025 Automatically Generating Numerous Context-Driven SFT Data for LLMs Across Diverse Granularity AAAI 2025 Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios ICML 2025 A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter AAAI 2025