| Multi-modal Pre-training for Medical Vision-language Understanding and Generation: An Empirical Study with A New Benchmark | Jun 10, 2023 | Image-text RetrievalMedical Report Generation | CodeCode Available | 1 |
| Revisiting the Role of Language Priors in Vision-Language Models | Jun 2, 2023 | Image-text matchingImage-text Retrieval | CodeCode Available | 1 |
| CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers | May 27, 2023 | Image CaptioningImage Retrieval | CodeCode Available | 1 |
| S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions | May 23, 2023 | Contrastive LearningImage-text Retrieval | CodeCode Available | 1 |
| Enhancing Vision-Language Pre-Training with Jointly Learned Questioner and Dense Captioner | May 19, 2023 | Dense CaptioningImage Captioning | CodeCode Available | 1 |
| Region-Aware Pretraining for Open-Vocabulary Object Detection with Vision Transformers | May 11, 2023 | Contrastive LearningImage-text Retrieval | CodeCode Available | 1 |
| From Association to Generation: Text-only Captioning by Unsupervised Cross-modal Mapping | Apr 26, 2023 | DecoderImage Captioning | CodeCode Available | 1 |
| Learnable Pillar-based Re-ranking for Image-Text Retrieval | Apr 25, 2023 | Image-text RetrievalRe-Ranking | CodeCode Available | 1 |
| Rethinking Benchmarks for Cross-modal Image-text Retrieval | Apr 21, 2023 | Cross-Modal RetrievalImage-text Retrieval | CodeCode Available | 1 |
| Image-text Retrieval via Preserving Main Semantics of Vision | Apr 20, 2023 | Cross-Modal RetrievalImage-text Retrieval | CodeCode Available | 1 |
| Hyperbolic Image-Text Representations | Apr 18, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Equivariant Similarity for Vision-Language Foundation Models | Mar 25, 2023 | Image-text RetrievalRetrieval | CodeCode Available | 1 |
| Multimodal Federated Learning via Contrastive Representation Ensemble | Feb 17, 2023 | Federated LearningImage-text Retrieval | CodeCode Available | 1 |
| UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross-modal Modeling | Feb 13, 2023 | Image-text RetrievalRetrieval | CodeCode Available | 1 |
| LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Retrieval | Feb 6, 2023 | Image-text RetrievalRetrieval | CodeCode Available | 1 |
| UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers | Jan 31, 2023 | Image CaptioningImage Classification | CodeCode Available | 1 |
| LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval | Jan 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift | Dec 15, 2022 | BenchmarkingImage Captioning | CodeCode Available | 1 |
| FlexiViT: One Model for All Patch Sizes | Dec 15, 2022 | AllImage-text Retrieval | CodeCode Available | 1 |
| ComCLIP: Training-Free Compositional Image and Text Matching | Nov 25, 2022 | Image-text matchingImage-text Retrieval | CodeCode Available | 1 |
| Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning | Nov 24, 2022 | cross-modal alignmentImage-text Retrieval | CodeCode Available | 1 |
| MAP: Multimodal Uncertainty-Aware Vision-Language Pre-training Model | Oct 11, 2022 | Contrastive LearningImage-text matching | CodeCode Available | 1 |
| Mr. Right: Multimodal Retrieval on Representation of ImaGe witH Text | Sep 28, 2022 | Image CaptioningImage Retrieval | CodeCode Available | 1 |
| FETA: Towards Specializing Foundation Models for Expert Task Applications | Sep 8, 2022 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 1 |
| Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment | Aug 29, 2022 | cross-modal alignmentImage-text Retrieval | CodeCode Available | 1 |
