nhussein / promptsmooth
Official implementation of the paper "PromptSmooth: Certifying Robustness of Medical Vision-Language Models via Prompt Learning"
☆21Updated 2 weeks ago
Alternatives and similar repositories for promptsmooth:
Users that are interested in promptsmooth are comparing it to the libraries listed below
- [BMVC 2024] On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models☆14Updated 5 months ago
- Language Grounded Single Source Domain Generalization in Medical Image Segmentation [ISBI2024]☆31Updated 5 months ago
- (BMVC 2022--Oral) Official repository for "Adversarial Pixel Restoration as a Pretext Task for Transferable Perturbations" …☆34Updated 2 years ago
- Robust-LLaVA: On the Effectiveness of Large-Scale Robust Image Encoders for Multi-modal Large Language Models☆20Updated 2 months ago
- [MICCAI 2024] Official code for the paper "MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation"☆14Updated 5 months ago
- [MICCAI 2024 🔥] HLSS, the first study to explore hierarchical information inherent in histopathology images and their language descripti…☆25Updated 8 months ago
- [ACCV 2024] ObjectCompose: Evaluating Resilience of Vision-Based Models on Object-to-Background Compositional Changes 🚀🚀🚀☆35Updated 2 months ago
- ☆21Updated 11 months ago
- [MICCAI 2023] Official code repository of paper titled "Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation"…☆52Updated last year
- [CVPR2024] PairAug: What Can Augmented Image-Text Pairs Do for Radiology?☆31Updated 5 months ago
- [CVPRW] Official repository of paper titled "Towards Evaluating the Robustness of Visual State Space Models"☆24Updated 2 weeks ago
- Learnable Weight Initialization for Volumetric Medical Image Segmentation [Elsevier AIM2024]☆22Updated 5 months ago
- ☆13Updated 6 months ago
- Official repository of FetalCLIP: A Visual-Language Foundation Model for Fetal Ultrasound Image Analysis☆17Updated 2 weeks ago
- ☆25Updated 6 months ago
- A code☆10Updated 2 months ago
- Implementation of the paper LIMITR: Leveraging Local Information for Medical Image-Text Representation☆15Updated last year
- [NAACL'25] Contains code and documentation for our VANE-Bench paper.☆12Updated 3 weeks ago
- [MICCAI 2024] Official code repository of paper titled "BAPLe: Backdoor Attacks on Medical Foundation Models using Prompt Learning" accep…☆54Updated 5 months ago
- MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization☆31Updated 2 months ago
- Model calibration in CLIP Adapters☆16Updated 7 months ago
- [Science Advances] Demographic Bias of Vision-Language Foundation Models in Medical Imaging☆18Updated 2 weeks ago
- Official Implementation of "CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning" on MIC…☆16Updated 2 months ago
- ☆13Updated 3 weeks ago
- [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP)…☆69Updated this week
- Official code for the CHIL 2024 paper: "Vision-Language Generative Model for View-Specific Chest X-ray Generation"☆49Updated 4 months ago
- ☆13Updated 6 months ago
- Implementation of the paper "PerSense: Personalized Instance Segmentation in Dense Images"☆24Updated last month
- [MICCAI'24 Early Accept] Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations☆14Updated 10 months ago
- ☆22Updated last year