| Multi-label Cluster Discrimination for Visual Representation Learning | Jul 24, 2024 | Contrastive LearningImage-text Retrieval | CodeCode Available | 4 |
| Assessing Brittleness of Image-Text Retrieval Benchmarks from Vision-Language Models Perspective | Jul 21, 2024 | Image-text RetrievalInformation Retrieval | —Unverified | 0 |
| Object-Aware Query Perturbation for Cross-Modal Image-Text Retrieval | Jul 17, 2024 | Image-text RetrievalObject | CodeCode Available | 0 |
| UGNCL: Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching | Jul 11, 2024 | Cross-Modal RetrievalCross-modal retrieval with noisy correspondence | CodeCode Available | 1 |
| How to Make Cross Encoder a Good Teacher for Efficient Image-Text Retrieval? | Jul 10, 2024 | Contrastive LearningImage-text Retrieval | —Unverified | 0 |
| CosmoCLIP: Generalizing Large Vision-Language Models for Astronomical Imaging | Jul 10, 2024 | Contrastive LearningImage-text Retrieval | —Unverified | 0 |
| CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding Evaluation | Jul 1, 2024 | Image-text RetrievalQuestion Answering | CodeCode Available | 1 |
| Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with 1-to-K Contrastive Learning | Jun 26, 2024 | Contrastive LearningCross-Modal Retrieval | CodeCode Available | 0 |
| Composing Object Relations and Attributes for Image-Text Matching | Jun 17, 2024 | AttributeGraph Attention | CodeCode Available | 1 |
| Towards Vision-Language Geo-Foundation Model: A Survey | Jun 13, 2024 | Earth ObservationImage Captioning | CodeCode Available | 2 |
| RWKV-CLIP: A Robust Vision-Language Representation Learner | Jun 11, 2024 | Image-text RetrievalRepresentation Learning | CodeCode Available | 2 |
| Beat: Bi-directional One-to-Many Embedding Alignment for Text-based Person Retrieval | Jun 9, 2024 | Image-text RetrievalPerson Retrieval | —Unverified | 0 |
| Knowledge-grounded Adaptation Strategy for Vision-language Models: Building Unique Case-set for Screening Mammograms for Residents Training | May 30, 2024 | Image-text RetrievalLanguage Modeling | —Unverified | 0 |
| Transcending Fusion: A Multi-Scale Alignment Method for Remote Sensing Image-Text Retrieval | May 29, 2024 | cross-modal alignmentImage-text Retrieval | CodeCode Available | 1 |
| Multimodal Adversarial Defense for Vision-Language Models by Leveraging One-To-Many Relationships | May 29, 2024 | Adversarial DefenseAdversarial Robustness | —Unverified | 0 |
| Accelerating Transformers with Spectrum-Preserving Token Merging | May 25, 2024 | image-classificationImage Classification | CodeCode Available | 2 |
| Active Learning for Finely-Categorized Image-Text Retrieval by Selecting Hard Negative Unpaired Samples | May 25, 2024 | Active LearningImage-text Retrieval | —Unverified | 0 |
| PIR: Remote Sensing Image-Text Retrieval with Prior Instruction Representation Learning | May 16, 2024 | Image-text RetrievalRepresentation Learning | CodeCode Available | 1 |
| Global–Local Information Soft-Alignment for Cross-Modal Remote-Sensing Image–Text Retrieval | May 14, 2024 | Cross-Modal RetrievalCross-Modal Retrieval on RSITMD | —Unverified | 0 |
| UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation | Apr 22, 2024 | DiversityDomain Adaptation | —Unverified | 0 |
| Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement | Apr 6, 2024 | Image-text Retrievalobject-detection | —Unverified | 0 |
| M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models | Mar 31, 2024 | Image-text RetrievalLanguage Modeling | CodeCode Available | 3 |
| DreamLIP: Language-Image Pre-training with Long Captions | Mar 25, 2024 | Contrastive LearningImage-text Retrieval | CodeCode Available | 2 |
| Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning | Mar 19, 2024 | Diagnosticimage-classification | CodeCode Available | 1 |
| Improving Adversarial Transferability of Vision-Language Pre-training Models through Collaborative Multimodal Interaction | Mar 16, 2024 | Adversarial RobustnessImage-text Retrieval | —Unverified | 0 |