multimodal embedding

Are We on the Right Way to Assess Document Retrieval-Augmented Generation? AAAI 2026 Compressing then Matching: An Efficient Pre-training Paradigm for Multimodal Embedding ACL 2026 FAM: Fine-Grained Alignment Matters in Multimodal Embedding Learning with Large Vision-Language Models AAAI 2026 Is the Modality Gap a Bug or a Feature? A Robustness Perspective CVPR 2026 mEOL: Training-Free Instruction-Guided Multimodal Embedder for Vector Graphics and Image Retrieval WACV 2026 MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings ACL 2026 MuCo: Multi-turn Contrastive Learning for Multimodal Embedding Model CVPR 2026 Order-Preserving Dimension Reduction for Multimodal Semantic Embedding AAAI 2026 ProM3E: Probabilistic Masked MultiModal Embedding Model for Ecology CVPR 2026 Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing ACL 2026 rMMEA: Robust Multi-Modal Entity Alignment with Missing and Noise Visual Modality AAAI 2026 Seeing Clearly, Reasoning Confidently: Plug-and-Play Remedies for Vision Language Model Blindness CVPR 2026 Segment, Embed, and Align: A Universal Recipe for Aligning Subtitles to Signing ACL 2026 Unified Multimodal Interleaved Document Representation for Retrieval EACL 2026 UniME-V2: MLLM-as-a-Judge for Universal Multimodal Embedding Learning AAAI 2026 Bridging Modalities: Improving Universal Multimodal Retrieval by Multimodal Large Language Models CVPR 2025 CoLLM: A Large Language Model for Composed Image Retrieval CVPR 2025 DeSPITE: Exploring Contrastive Deep Skeleton-Pointcloud-IMU-Text Embeddings for Advanced Point Cloud Human Activity Understanding ICCV 2025 Equitable Electronic Health Record Prediction with FAME: Fairness-Aware Multimodal Embedding MLHC 2025 Is CLIP ideal? No. Can we fix it? Yes! ICCV 2025 LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning EMNLP 2025 MIEB: Massive Image Embedding Benchmark ICCV 2025 Misogynistic Meme Detection in Dravidian Languages Using Kolmogorov Arnold-based Networks NAACL 2025 mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data ACL 2025 Multi-Modal Multi-Task Unified Embedding Model (M3T-UEM): A Task-Adaptive Representation Learning Framework ICCV 2025