Multimodal Learning

Breaking the Noise Barrier: LLM-Guided Semantic Filtering and Enhancement for Multi-Modal Entity Alignment EMNLP 2025 Bridge Frame and Event: Common Spatiotemporal Fusion for High-Dynamic Scene Optical Flow CVPR 2025 Bridging Audio and Vision: Zero-Shot Audiovisual Segmentation by Connecting Pretrained Models Interspeech 2025 Bridging Compressed Image Latents and Multimodal Large Language Models ICLR 2025 Bridging Domain Generalization to Multimodal Domain Generalization via Unified Representations ICCV 2025 Bridging Gait Recognition and Large Language Models Sequence Modeling CVPR 2025 Bridging Information Asymmetry in Text-video Retrieval: A Data-centric Approach ICLR 2025 Bridging Language and Scenes through Explicit 3-D Model Construction COLING 2025 Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba for End-to-end Whole Slide Image Analysis ICCV 2025 Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models CVPR 2025 Bridging Modality Gap for Effective Multimodal Sentiment Analysis in Fashion-related Social Media COLING 2025 Bridging Multimodal and Video Summarization: A Unified Survey EMNLP 2025 Bridging Perception and Action: Spatially-Grounded Mid-Level Representations for Robot Generalization RSS 2025 Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning EMNLP 2025 Bridging the Gap between Brain and Machine in Interpreting Visual Semantics: Towards Self-adaptive Brain-to-Text Decoding ICCV 2025 Bridging the Gap for Test-Time Multimodal Sentiment Analysis AAAI 2025 Bridging the Semantic Gap Between Text and Table: A Case Study on NL2SQL ICLR 2025 Bridging the Semantic Granularity Gap Between Text and Frame Representations for Partially Relevant Video Retrieval AAAI 2025 Bridging the Skeleton-Text Modality Gap: Diffusion-Powered Modality Alignment for Zero-shot Skeleton-based Action Recognition ICCV 2025 Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025 Bridging the Visual Gap: Fine-Tuning Multimodal Models with Knowledge-Adapted Captions NAACL 2025 Bringing CLIP to the Clinic: Dynamic Soft Labels and Negation-Aware Learning for Medical Analysis CVPR 2025 Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging ICML 2025 BRIT: Bidirectional Retrieval over Unified Image-Text Graph EMNLP 2025 Brown Like Chocolate: How Vision-Language Models Associate Skin Tone with Food Colors EMNLP 2025