Multimodal Learning

Knowledge Image Matters: Improving Knowledge-Based Visual Reasoning with Multi-Image Large Language Models ACL 2025 Knowledge Transfer from Interaction Learning ICCV 2025 Know "No" Better: A Data-Driven Approach for Enhancing Negation Awareness in CLIP ICCV 2025 Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models NAACL 2025 Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition ACL 2025 KPL: Training-Free Medical Knowledge Mining of Vision-Language Models AAAI 2025 KRETA: A Benchmark for Korean Reading and Reasoning in Text-Rich VQA Attuned to Diverse Visual Contexts EMNLP 2025 Kronecker Mask and Interpretive Prompts are Language-Action Video Learners ICLR 2025 LACA: Improving Cross-lingual Aspect-Based Sentiment Analysis with LLM Data Augmentation ACL 2025 LADA: Scalable Label-Specific CLIP Adapter for Continual Learning ICML 2025 LAGCL4Rec: When LLMs Activate Interactions Potential in Graph Contrastive Learning for Recommendation EMNLP 2025 LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models ICML 2025 LAMA-UT: Language Agnostic Multilingual ASR Through Orthography Unification and Language-Specific Transliteration AAAI 2025 LaMP-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles EMNLP 2025 LaMP: Language-Motion Pretraining for Motion Generation, Retrieval, and Captioning ICLR 2025 LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant CVPR 2025 LangBridge: Interpreting Image as a Combination of Language Embeddings ICCV 2025 Language-Conditioned Open-Vocabulary Mobile Manipulation with Pretrained Models IJCAI 2025 Language Constrained Multimodal Hyper Adapter For Many-to-Many Multimodal Summarization ACL 2025 Language Decoupling with Fine-grained Knowledge Guidance for Referring Multi-object Tracking ICCV 2025 Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity ICCV 2025 Language-Guided Audio-Visual Learning for Long-Term Sports Assessment CVPR 2025 Language-Guided Salient Object Ranking CVPR 2025 Language-Image Models with 3D Understanding ICLR 2025 Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-the-fly EMNLP 2025