| Learning to embed semantic similarity for joint image-text retrieval | Oct 7, 2022 | Image-text RetrievalMetric Learning | —Unverified | 0 |
| Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss | Oct 1, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Re-Imagen: Retrieval-Augmented Text-to-Image Generator | Sep 29, 2022 | Image GenerationImage-text Retrieval | —Unverified | 0 |
| VL-Taboo: An Analysis of Attribute-based Zero-shot Capabilities of Vision-Language Models | Sep 12, 2022 | AttributeImage-text Retrieval | CodeCode Available | 0 |
| Revising Image-Text Retrieval via Multi-Modal Entailment | Aug 22, 2022 | Image-text RetrievalNatural Language Inference | —Unverified | 0 |
| CODER: Coupled Diversity-Sensitive Momentum Contrastive Learning for Image-Text Retrieval | Aug 21, 2022 | ClusteringContrastive Learning | —Unverified | 0 |
| VLMAE: Vision-Language Masked Autoencoder | Aug 19, 2022 | Image-text RetrievalLanguage Modeling | —Unverified | 0 |
| Intra-Modal Constraint Loss For Image-Text Retrieval | Jul 11, 2022 | Cross-Modal RetrievalImage-text Retrieval | CodeCode Available | 0 |
| Dynamic Contrastive Distillation for Image-Text Retrieval | Jul 4, 2022 | Contrastive LearningGPU | —Unverified | 0 |
| VL-BEiT: Generative Vision-Language Pretraining | Jun 2, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Prompt-based Learning for Unpaired Image Captioning | May 26, 2022 | Image CaptioningImage-text Retrieval | —Unverified | 0 |
| Crossmodal-3600: A Massively Multilingual Multimodal Evaluation Dataset | May 25, 2022 | Image CaptioningImage Retrieval | —Unverified | 0 |
| HiVLP: Hierarchical Vision-Language Pre-Training for Fast Image-Text Retrieval | May 24, 2022 | Cross-Modal RetrievalImage-text Retrieval | —Unverified | 0 |
| Progressive Learning for Image Retrieval with Hybrid-Modality Queries | Apr 24, 2022 | Image RetrievalImage-text Retrieval | —Unverified | 0 |
| COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval | Apr 15, 2022 | Contrastive LearningCross-Modal Retrieval | —Unverified | 0 |
| Robust Cross-Modal Representation Learning with Progressive Self-Distillation | Apr 10, 2022 | Contrastive LearningImage Captioning | —Unverified | 0 |
| Image-text Retrieval: A Survey on Recent Research and Development | Mar 28, 2022 | Image-text RetrievalRetrieval | —Unverified | 0 |
| Single-Stream Multi-Level Alignment for Vision-Language Pretraining | Mar 27, 2022 | Image-text RetrievalQuestion Answering | CodeCode Available | 0 |
| LoopITR: Combining Dual and Cross Encoder Architectures for Image-Text Retrieval | Mar 10, 2022 | Image-text RetrievalRetrieval | —Unverified | 0 |
| An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing | Feb 26, 2022 | Image-text RetrievalMeta-Learning | CodeCode Available | 0 |
| CommerceMM: Large-Scale Commerce MultiModal Representation Learning with Omni Retrieval | Feb 15, 2022 | Image-text RetrievalRepresentation Learning | —Unverified | 0 |
| Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark | Feb 14, 2022 | BenchmarkingContrastive Learning | CodeCode Available | 0 |
| Negative Sample is Negative in Its Own Way: Tailoring Negative Sentences for Image-Text Retrieval | Dec 17, 2021 | Image-text RetrievalRetrieval | —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 |
| UFO: A UniFied TransfOrmer for Vision-Language Representation Learning | Nov 19, 2021 | Image CaptioningImage-text matching | —Unverified | 0 |