XYPB / CLEFTLinks
Official Implementation of "CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning" on MICCAI 2024.
β17Updated 8 months ago
Alternatives and similar repositories for CLEFT
Users that are interested in CLEFT are comparing it to the libraries listed below
Sorting:
- [COLING'25] HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understandingβ43Updated 11 months ago
- [ π― NeurIPS 2025 ] 3D-RAD π©»: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasksβ20Updated last week
- [ECCV 2024] Official Implementation of "OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding"β58Updated 4 months ago
- [CVPR 2025] CheXWorld: Exploring Image World Modeling for Radiograph Representation Learningβ27Updated 6 months ago
- β21Updated 5 months ago
- MCPL: Multi-modal Collaborative Prompt Learning for Medical Vision-Language Model (Initial Version)β12Updated last year
- [ICLR 2024] Test-Time RL with CLIP Feedback for Vision-Language Models.β95Updated 3 weeks ago
- [ACM MM 2025 π₯π₯ ] MIRA: A first-of-its-kind medical RAG framework that fuses image features and retrieved knowledge with dynamic contexβ¦β17Updated 2 months ago
- [ECCV2024]FALIP: Visual Prompt as Foveal Attention Boosts CLIP Zero-Shot Performanceβ17Updated last year
- β19Updated 2 years ago
- MedVLThinker: Simple Baselines for Multimodal Medical Reasoningβ38Updated last week
- [ICCV2025] Constructing Ophthalmic MLLM for Positioning-diagnosis Collaboration Through Clinical Cognitive Chain Reasoningβ18Updated 2 weeks ago
- β19Updated 3 weeks ago
- β16Updated last year
- [ICML'25] MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimizationβ58Updated 5 months ago
- The official repository of paper named 'A Refer-and-Ground Multimodal Large Language Model for Biomedicine'β31Updated last year
- MAM: ModularMulti-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaborationβ19Updated 4 months ago
- [ECCV 2024] Teach CLIP to Develop a Number Sense for Ordinal Regressionβ13Updated 7 months ago
- This is the official code of "Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation, NeurIPS 23"β26Updated last year
- Rethinking Whole-Body CT Image Interpretation: An Abnormality-Centric Approachβ15Updated 3 months ago
- β43Updated last year
- [CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learningβ91Updated 3 months ago
- β32Updated last year
- [CVPR 2025] PyTorch implementation of paper "FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training"β32Updated 4 months ago
- Official implementation of the paper "PromptSmooth: Certifying Robustness of Medical Vision-Language Models via Prompt Learning"β23Updated 6 months ago
- The efficient tuning method for VLMsβ80Updated last year
- β48Updated 8 months ago
- Official implementation of βCAT-ViL: Co-Attention Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgβ¦β16Updated last year
- PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"β37Updated last year
- [ACLW'24] LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-tailed Multi-Label Visual Recognitionβ54Updated last year