Multimodal Learning

BlinkTrack: Feature Tracking over 80 FPS via Events and Images ICCV 2025 BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices CVPR 2025 BMIP: Bi-directional Modality Interaction Prompt Learning for VLM IJCAI 2025 Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad? ICML 2025 Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners ICML 2025 Boosting Multimodal Learning via Disentangled Gradient Learning ICCV 2025 Boost the Inference with Co-training: A Depth-guided Mutual Learning Framework for Semi-supervised Medical Polyp Segmentation CVPR 2025 BottleHumor: Self-Informed Humor Explanation using the Information Bottleneck Principle ACL 2025 Breaking the Noise Barrier: LLM-Guided Semantic Filtering and Enhancement for Multi-Modal Entity Alignment EMNLP 2025 Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities AAAI 2025 Bridging Molecular Graphs and Large Language Models AAAI 2025 Bridging Semantic and Modality Gaps in Zero-Shot Captioning via Retrieval from Synthetic Data EMNLP 2025 Bridging the Gap for Test-Time Multimodal Sentiment Analysis AAAI 2025 Browsing Like Human: A Multimodal Web Agent with Experiential Fast-and-Slow Thinking ACL 2025 Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs CVPR 2025 CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning AAAI 2025 Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? ACL 2025 Can Large Language Models Personalize Dialogues to Generational Styles? EMNLP 2025 Can LLMs Deceive CLIP? Benchmarking Adversarial Compositionality of Pre-trained Multimodal Representation via Text Updates ACL 2025 Can Text-to-Video Generation help Video-Language Alignment? CVPR 2025 Can Vision-Language Models Evaluate Handwritten Math? ACL 2025 Can Vision Language Models Understand Mimed Actions? ACL 2025 Can VLMs Actually See and Read? A Survey on Modality Collapse in Vision-Language Models ACL 2025 Can We Predict Performance of Large Models across Vision-Language Tasks? ICML 2025 Caption Generation in Cultural Heritage: Crowdsourced Data and Tuning Multimodal Large Language Models NAACL 2025