| Large-Scale Adversarial Training for Vision-and-Language Representation Learning | Jun 11, 2020 | Image-text RetrievalQuestion Answering | CodeCode Available | 1 |
| Learning Multi-Modal Nonlinear Embeddings: Performance Bounds and an Algorithm | Jun 3, 2020 | cross-modal alignmentGeneral Classification | —Unverified | 0 |
| Context-Aware Attention Network for Image-Text Retrieval | Jun 1, 2020 | Image-text RetrievalRetrieval | —Unverified | 0 |
| Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers | Apr 2, 2020 | Image-text matchingImage-text Retrieval | CodeCode Available | 1 |
| IMRAM: Iterative Matching with Recurrent Attention Memory for Cross-Modal Image-Text Retrieval | Mar 8, 2020 | Cross-Modal RetrievalImage-text Retrieval | CodeCode Available | 1 |
| XGPT: Cross-modal Generative Pre-Training for Image Captioning | Mar 3, 2020 | Data AugmentationDenoising | —Unverified | 0 |
| MHSAN: Multi-Head Self-Attention Network for Visual Semantic Embedding | Jan 11, 2020 | Image CaptioningImage-text Retrieval | CodeCode Available | 0 |
| Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval | Oct 11, 2019 | Graph MatchingImage-text Retrieval | CodeCode Available | 1 |
| UNITER: Learning UNiversal Image-TExt Representations | Sep 25, 2019 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| UNITER: UNiversal Image-TExt Representation Learning | Sep 25, 2019 | Image-text matchingImage-text Retrieval | CodeCode Available | 1 |
