| Improving Medical Visual Representation Learning with Pathological-level Cross-Modal Alignment and Correlation Exploration | Jun 12, 2025 | cross-modal alignmentImage to text | —Unverified | 0 |
| ChartReasoner: Code-Driven Modality Bridging for Long-Chain Reasoning in Chart Question Answering | Jun 11, 2025 | Chart Question AnsweringImage to text | —Unverified | 0 |
| Efficient Medical Vision-Language Alignment Through Adapting Masked Vision Models | Jun 10, 2025 | Contrastive LearningImage-text matching | CodeCode Available | 1 |
| TNG-CLIP:Training-Time Negation Data Generation for Negation Awareness of CLIP | May 24, 2025 | Image CaptioningImage Generation | —Unverified | 0 |
| BRIT: Bidirectional Retrieval over Unified Image-Text Graph | May 24, 2025 | Image to textQuestion Answering | —Unverified | 0 |
| Robustifying Vision-Language Models via Dynamic Token Reweighting | May 22, 2025 | Image to text | —Unverified | 0 |
| UniMoCo: Unified Modality Completion for Robust Multi-Modal Embeddings | May 17, 2025 | Image to textInformation Retrieval | CodeCode Available | 0 |
| Towards Cross-modal Retrieval in Chinese Cultural Heritage Documents: Dataset and Solution | May 16, 2025 | Cross-Modal RetrievalImage to text | —Unverified | 0 |
| X-Fusion: Introducing New Modality to Frozen Large Language Models | Apr 29, 2025 | Image to text | —Unverified | 0 |
| SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs | Apr 17, 2025 | Cross-Modal RetrievalImage Retrieval | —Unverified | 0 |
| DART: Disease-aware Image-Text Alignment and Self-correcting Re-alignment for Trustworthy Radiology Report Generation | Apr 16, 2025 | Contrastive LearningImage to text | —Unverified | 0 |
| TMCIR: Token Merge Benefits Composed Image Retrieval | Apr 15, 2025 | Contrastive Learningcross-modal alignment | —Unverified | 0 |
| LMM4LMM: Benchmarking and Evaluating Large-multimodal Image Generation with LMMs | Apr 11, 2025 | BenchmarkingImage Generation | CodeCode Available | 1 |
| LRSCLIP: A Vision-Language Foundation Model for Aligning Remote Sensing Image with Longer Text | Mar 25, 2025 | Cross-Modal RetrievalHallucination | CodeCode Available | 1 |
| Image-to-Text for Medical Reports Using Adaptive Co-Attention and Triple-LSTM Module | Mar 24, 2025 | Image to textMedical Report Generation | —Unverified | 0 |
| Natural Language Generation | Mar 20, 2025 | Image CaptioningImage to text | —Unverified | 0 |
| PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval | Mar 20, 2025 | Contrastive LearningCross-Modal Retrieval | CodeCode Available | 0 |
| Real-world validation of a multimodal LLM-powered pipeline for High-Accuracy Clinical Trial Patient Matching leveraging EHR data | Mar 19, 2025 | Image to text | CodeCode Available | 0 |
| MFP-CLIP: Exploring the Efficacy of Multi-Form Prompts for Zero-Shot Industrial Anomaly Detection | Mar 17, 2025 | Anomaly DetectionForm | —Unverified | 0 |
| FlowTok: Flowing Seamlessly Across Text and Image Tokens | Mar 13, 2025 | DenoisingImage to text | CodeCode Available | 5 |
| DoraCycle: Domain-Oriented Adaptation of Unified Generative Model in Multimodal Cycles | Mar 5, 2025 | Domain AdaptationImage to text | CodeCode Available | 1 |
| ABC: Achieving Better Control of Multimodal Embeddings using VLMs | Mar 1, 2025 | Image to textImage-to-Text Retrieval | —Unverified | 0 |
| On the Importance of Text Preprocessing for Multimodal Representation Learning and Pathology Report Generation | Feb 26, 2025 | Cross-Modal RetrievalHallucination | —Unverified | 0 |
| Reading the unreadable: Creating a dataset of 19th century English newspapers using image-to-text language models | Feb 18, 2025 | Image to textOptical Character Recognition | CodeCode Available | 0 |
| Natural Language Generation from Visual Sequences: Challenges and Future Directions | Feb 18, 2025 | Image to textText Generation | —Unverified | 0 |