| Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis | Feb 11, 2023 | Image-text RetrievalKnowledge Graphs | CodeCode Available | 0 |
| 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 |
| USER: Unified Semantic Enhancement with Momentum Contrast for Image-Text Retrieval | Jan 17, 2023 | Contrastive LearningImage-text Retrieval | CodeCode Available | 0 |
| HADA: A Graph-based Amalgamation Framework in Image-text Retrieval | Jan 11, 2023 | Graph Neural NetworkImage Retrieval | CodeCode Available | 0 |
| NAPReg: Nouns As Proxies Regularization for Semantically Aware Cross-Modal Embeddings | Jan 7, 2023 | Cross-Modal RetrievalImage-text Retrieval | CodeCode Available | 0 |
| VL-Match: Enhancing Vision-Language Pretraining with Token-Level and Instance-Level Matching | Jan 1, 2023 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval | Jan 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Multilateral Semantic Relations Modeling for Image Text Retrieval | Jan 1, 2023 | Image-text RetrievalRetrieval | —Unverified | 0 |
| ViLEM: Visual-Language Error Modeling for Image-Text Retrieval | Jan 1, 2023 | Contrastive LearningImage-text Retrieval | —Unverified | 0 |
