| Understanding and Constructing Latent Modality Structures in Multi-modal Representation Learning | Mar 10, 2023 | Few-Shot Image Classificationimage-classification | —Unverified | 0 |
| Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training | Aug 16, 2019 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation | Dec 10, 2021 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| Uni-Mlip: Unified Self-supervision for Medical Vision Language Pre-training | Nov 20, 2024 | Contrastive Learningimage-classification | —Unverified | 0 |
| UNITER: Learning UNiversal Image-TExt Representations | Sep 25, 2019 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation | Apr 22, 2024 | DiversityDomain Adaptation | —Unverified | 0 |
| Variance-Aware Loss Scheduling for Multimodal Alignment in Low-Data Settings | Mar 5, 2025 | Contrastive LearningImage-text Retrieval | —Unverified | 0 |
| ViLEM: Visual-Language Error Modeling for Image-Text Retrieval | Jan 1, 2023 | Contrastive LearningImage-text Retrieval | —Unverified | 0 |
| VL-BEiT: Generative Vision-Language Pretraining | Jun 2, 2022 | image-classificationImage Classification | —Unverified | 0 |
| VLMAE: Vision-Language Masked Autoencoder | Aug 19, 2022 | Image-text RetrievalLanguage Modeling | —Unverified | 0 |
| VL-Match: Enhancing Vision-Language Pretraining with Token-Level and Instance-Level Matching | Jan 1, 2023 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| Webly Supervised Joint Embedding for Cross-Modal Image-Text Retrieval | Aug 23, 2018 | Cross-Modal RetrievalImage-text Retrieval | —Unverified | 0 |
| Webly Supervised Joint Embedding for Cross-Modal lmage-Text Retrieval | Oct 1, 2018 | Cross-Modal RetrievalImage-text Retrieval | —Unverified | 0 |
| XGPT: Cross-modal Generative Pre-Training for Image Captioning | Mar 3, 2020 | Data AugmentationDenoising | —Unverified | 0 |
| Toward Automatic Relevance Judgment using Vision--Language Models for Image--Text Retrieval Evaluation | Aug 2, 2024 | Image-text RetrievalRetrieval | —Unverified | 0 |
| Re-Imagen: Retrieval-Augmented Text-to-Image Generator | Sep 29, 2022 | Image GenerationImage-text Retrieval | —Unverified | 0 |
| Object-Aware Query Perturbation for Cross-Modal Image-Text Retrieval | Jul 17, 2024 | Image-text RetrievalObject | CodeCode Available | 0 |
| Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval | Nov 5, 2021 | Image-text RetrievalRetrieval | CodeCode Available | 0 |
| GSSF: Generalized Structural Sparse Function for Deep Cross-modal Metric Learning | Oct 20, 2024 | Image RetrievalImage-text 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-Taboo: An Analysis of Attribute-based Zero-shot Capabilities of Vision-Language Models | Sep 12, 2022 | AttributeImage-text Retrieval | CodeCode Available | 0 |
| MultiWay-Adapater: Adapting large-scale multi-modal models for scalable image-text retrieval | Sep 4, 2023 | Image-text RetrievalRetrieval | CodeCode Available | 0 |
| Reversed in Time: A Novel Temporal-Emphasized Benchmark for Cross-Modal Video-Text Retrieval | Dec 26, 2024 | Image-text RetrievalInformation Retrieval | CodeCode Available | 0 |
| Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark | Feb 14, 2022 | BenchmarkingContrastive Learning | CodeCode Available | 0 |
| Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning | Jan 30, 2024 | DiversityImage-text Retrieval | CodeCode Available | 0 |