| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| I0T: Embedding Standardization Method Towards Zero Modality Gap | Dec 18, 2024 | Contrastive LearningImage-text Retrieval | CodeCode Available | 1 | 5 |
| ALIP: Adaptive Language-Image Pre-training with Synthetic Caption | Aug 16, 2023 | Action ClassificationImage-text Retrieval | CodeCode Available | 1 | 5 |
| Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval | Oct 11, 2019 | Graph MatchingImage-text Retrieval | CodeCode Available | 1 | 5 |
| Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training | Jun 1, 2022 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 1 | 5 |
| A Deep Local and Global Scene-Graph Matching for Image-Text Retrieval | Jun 4, 2021 | Graph MatchingImage Retrieval | CodeCode Available | 1 | 5 |
| MLLMs-Augmented Visual-Language Representation Learning | Nov 30, 2023 | Image-text RetrievalRepresentation Learning | CodeCode Available | 1 | 5 |
| CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding Evaluation | Jul 1, 2024 | Image-text RetrievalQuestion Answering | CodeCode Available | 1 | 5 |
| AdvCLIP: Downstream-agnostic Adversarial Examples in Multimodal Contrastive Learning | Aug 14, 2023 | Contrastive LearningGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| FlexiViT: One Model for All Patch Sizes | Dec 15, 2022 | AllImage-text Retrieval | CodeCode Available | 1 | 5 |
| LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval | Mar 16, 2021 | Image-text RetrievalRe-Ranking | CodeCode Available | 1 | 5 |
| LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval | Jan 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Composing Object Relations and Attributes for Image-Text Matching | Jun 17, 2024 | AttributeGraph Attention | CodeCode Available | 1 | 5 |
| FILIP: Fine-grained Interactive Language-Image Pre-Training | Nov 9, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| From Association to Generation: Text-only Captioning by Unsupervised Cross-modal Mapping | Apr 26, 2023 | DecoderImage Captioning | CodeCode Available | 1 | 5 |
| Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models | Mar 25, 2025 | BenchmarkingImage Captioning | CodeCode Available | 1 | 5 |
| ComCLIP: Training-Free Compositional Image and Text Matching | Nov 25, 2022 | Image-text matchingImage-text Retrieval | CodeCode Available | 1 | 5 |
| Dynamic Modality Interaction Modeling for Image-Text Retrieval | Jul 11, 2021 | cross-modal alignmentCross-Modal Retrieval | CodeCode Available | 1 | 5 |
| Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning | Mar 19, 2024 | Diagnosticimage-classification | CodeCode Available | 1 | 5 |
| Equivariant Similarity for Vision-Language Foundation Models | Mar 25, 2023 | Image-text RetrievalRetrieval | CodeCode Available | 1 | 5 |
| Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift | Dec 15, 2022 | BenchmarkingImage Captioning | CodeCode Available | 1 | 5 |
| A Prior Instruction Representation Framework for Remote Sensing Image-text Retrieval | Oct 27, 2023 | Cross-Modal RetrievalImage-text Retrieval | CodeCode Available | 1 | 5 |
| Efficient Token-Guided Image-Text Retrieval with Consistent Multimodal Contrastive Training | Jun 15, 2023 | Image-text RetrievalRepresentation Learning | CodeCode Available | 1 | 5 |
| Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment | Aug 29, 2022 | cross-modal alignmentImage-text Retrieval | CodeCode Available | 1 | 5 |
| ESA: External Space Attention Aggregation for Image-Text Retrieval | Oct 10, 2023 | Image-text RetrievalRetrieval | CodeCode Available | 1 | 5 |
