multimodal representation learning

Easy2Hard: From Partially to Fully Unmatched Modalities as Negative Samples in Contrastive Learning CVPR 2026 MAUGen: A Unified Diffusion Approach for Multi-Identity Facial Expression and AU Label Generation AAAI 2026 MOON2.0: Dynamic Modality-balanced Multimodal Representation Learning for E-commerce Product Understanding CVPR 2026 Multi-Modal Representation Learning via Semi-Supervised Rate Reduction for Generalized Category Discovery CVPR 2026 CLIP-GS: Unifying Vision-Language Representation with 3D Gaussian Splatting ICCV 2025 DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning ACL 2025 Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models CVPR 2025 MMRL: Multi-Modal Representation Learning for Vision-Language Models CVPR 2025 Survival Prediction in Lung Cancer through Multi-Modal Representation Learning WACV 2025 Understanding the Emergence of Multimodal Representation Alignment ICML 2025 Efficient Vision-Language Pre-training by Cluster Masking CVPR 2024 EQA-MX: Embodied Question Answering using Multimodal Expression ICLR 2024 HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis NeurIPS 2024 Multimodal Representation Learning by Alternating Unimodal Adaptation CVPR 2024 Multi-Scale Representation Learning for Protein Fitness Prediction NeurIPS 2024 Achieving Cross Modal Generalization with Multimodal Unified Representation NeurIPS 2023 Enhanced Multimodal Representation Learning With Cross-Modal KD CVPR 2023 Improving CLIP Training with Language Rewrites NeurIPS 2023 M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing Modalities AAAI 2023 Multi-Modal Representation Learning With Text-Driven Soft Masks CVPR 2023 Relaxing Contrastiveness in Multimodal Representation Learning WACV 2023 Geometric Multimodal Contrastive Representation Learning ICML 2022 Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis EMNLP 2022 Visuo-Tactile Transformers for Manipulation CoRL 2022 An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-level Structural Information AAAI 2021