| Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment | Aug 29, 2022 | cross-modal alignmentImage-text Retrieval | CodeCode Available | 1 | 5 |
| Beyond Uncertainty: Evidential Deep Learning for Robust Video Temporal Grounding | Aug 29, 2024 | cross-modal alignmentDeep Learning | CodeCode Available | 1 | 5 |
| Factual Serialization Enhancement: A Key Innovation for Chest X-ray Report Generation | May 15, 2024 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 | 5 |
| Aligning Sight and Sound: Advanced Sound Source Localization Through Audio-Visual Alignment | Jul 18, 2024 | cross-modal alignmentCross-Modal Retrieval | CodeCode Available | 1 | 5 |
| BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation | Mar 30, 2025 | cross-modal alignmentImage Segmentation | CodeCode Available | 1 | 5 |
| Align-KD: Distilling Cross-Modal Alignment Knowledge for Mobile Vision-Language Large Model Enhancement | Jan 1, 2025 | cross-modal alignmentKnowledge Distillation | CodeCode Available | 1 | 5 |
| Free Lunch Enhancements for Multi-modal Crowd Counting | Jan 1, 2025 | cross-modal alignmentCrowd Counting | CodeCode Available | 1 | 5 |
| Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval | May 26, 2025 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 | 5 |
| Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning | Oct 12, 2022 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 | 5 |
| MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation | Feb 29, 2024 | cross-modal alignmentMultimodal Recommendation | CodeCode Available | 1 | 5 |
| Global and Local Semantic Completion Learning for Vision-Language Pre-training | Jun 12, 2023 | cross-modal alignmentImage-text Retrieval | CodeCode Available | 1 | 5 |
| BridgeTower: Building Bridges Between Encoders in Vision-Language Representation Learning | Jun 17, 2022 | cross-modal alignmentRepresentation Learning | CodeCode Available | 1 | 5 |
| CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment | Mar 10, 2023 | cross-modal alignmentSign Language Recognition | CodeCode Available | 1 | 5 |
| Distractors-Immune Representation Learning with Cross-modal Contrastive Regularization for Change Captioning | Jul 16, 2024 | Caption Generationcross-modal alignment | CodeCode Available | 1 | 5 |
| DSGN++: Exploiting Visual-Spatial Relation for Stereo-based 3D Detectors | Apr 6, 2022 | 3D geometry3D Object Detection | CodeCode Available | 1 | 5 |
| DanceIt: Music-inspired Dancing Video Synthesis | Sep 17, 2020 | cross-modal alignmentRhythm | CodeCode Available | 1 | 5 |
| AlignVSR: Audio-Visual Cross-Modal Alignment for Visual Speech Recognition | Oct 21, 2024 | cross-modal alignmentspeech-recognition | CodeCode Available | 1 | 5 |
| Progressive Multi-Modality Learning for Inverse Protein Folding | Dec 11, 2023 | cross-modal alignmentData Augmentation | CodeCode Available | 1 | 5 |
| Diffusion Bridge: Leveraging Diffusion Model to Reduce the Modality Gap Between Text and Vision for Zero-Shot Image Captioning | Jan 1, 2025 | cross-modal alignmentDenoising | CodeCode Available | 1 | 5 |
| Conditional Variational Autoencoder for Sign Language Translation with Cross-Modal Alignment | Dec 25, 2023 | cross-modal alignmentDecoder | CodeCode Available | 1 | 5 |
| Dynamic Modality Interaction Modeling for Image-Text Retrieval | Jul 11, 2021 | cross-modal alignmentCross-Modal Retrieval | CodeCode Available | 1 | 5 |
| CoMP: Continual Multimodal Pre-training for Vision Foundation Models | Mar 24, 2025 | cross-modal alignment | CodeCode Available | 1 | 5 |
| Landmark-RxR: Solving Vision-and-Language Navigation with Fine-Grained Alignment Supervision | Dec 1, 2021 | cross-modal alignmentNavigate | CodeCode Available | 1 | 5 |
| Multimodal Fusion and Vision-Language Models: A Survey for Robot Vision | Apr 3, 2025 | 3D Object Detectioncross-modal alignment | CodeCode Available | 1 | 5 |
| Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens | Mar 27, 2023 | Contrastive Learningcross-modal alignment | CodeCode Available | 1 | 5 |
