| 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 |
| RECLIP: Resource-efficient CLIP by Training with Small Images | Apr 12, 2023 | Contrastive LearningImage-text Retrieval | —Unverified | 0 |
| Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval | Apr 6, 2023 | Cross-Modal RetrievalImage-text Retrieval | CodeCode Available | 0 |
| AToMiC: An Image/Text Retrieval Test Collection to Support Multimedia Content Creation | Apr 4, 2023 | Cross-Modal RetrievalImage-text Retrieval | CodeCode Available | 3 |
| Equivariant Similarity for Vision-Language Foundation Models | Mar 25, 2023 | Image-text RetrievalRetrieval | CodeCode Available | 1 |
| Scene Graph Based Fusion Network For Image-Text Retrieval | Mar 20, 2023 | Image-text RetrievalRetrieval | —Unverified | 0 |
| Efficient Image-Text Retrieval via Keyword-Guided Pre-Screening | Mar 14, 2023 | Image-text RetrievalMulti-Label Classification | —Unverified | 0 |
| PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents | Mar 13, 2023 | image-classificationImage Classification | CodeCode Available | 2 |
| Understanding and Constructing Latent Modality Structures in Multi-modal Representation Learning | Mar 10, 2023 | Few-Shot Image Classificationimage-classification | —Unverified | 0 |
| Semantic-Preserving Augmentation for Robust Image-Text Retrieval | Mar 10, 2023 | Image-text RetrievalRetrieval | CodeCode Available | 0 |
| The style transformer with common knowledge optimization for image-text retrieval | Mar 1, 2023 | Image-text RetrievalRetrieval | —Unverified | 0 |
| 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 |
| 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 |
