[CVPR'25] Conformal prediction for vision-language models. Enhancing VLMs deployment with reliability gurarantees.
☆21Jun 7, 2025Updated last year
Alternatives and similar repositories for CLIP-Conformal
Users that are interested in CLIP-Conformal are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [MedIA'22] Constrained unsupervised anomaly segmentation.☆20Mar 28, 2023Updated 3 years ago
- [MedIA'25] Towards foundation models and few-shot parameter-efficient fine-tuning for volumetric organ segmentation.☆44Oct 15, 2025Updated 9 months ago
- Model calibration in CLIP Adapters☆20Aug 19, 2024Updated last year
- Anatomically-aware Uncertainty for Semi-supervised Image Segmentation☆25Feb 18, 2024Updated 2 years ago
- Code for our method CALS (Class Adaptive Label Smoothing) for network calibration. To Appear at CVPR 2023. Paper: https://arxiv.org/abs/2…☆24Jun 4, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆44Apr 8, 2024Updated 2 years ago
- Code repository for the paper "Adaptive Bounding Box Uncertainties via Two-Step Conformal Prediction" @ ECCV 2024 (Oral)☆13Apr 22, 2025Updated last year
- ☆14May 9, 2024Updated 2 years ago
- Code for our ICCV 2023 paper "Parametric Information Maximization for Generalized Category Discovery"☆16Jun 17, 2024Updated 2 years ago
- Code for NeurIPS 2024 paper — Cross-Device Collaborative Test-Time Adaptation☆17Feb 28, 2025Updated last year
- This is an implementation of "Grounding of Textual Phrases in Images by Reconstruction" in PyTorch☆18Apr 7, 2020Updated 6 years ago
- ☆22Aug 1, 2023Updated 2 years ago
- This repository contains the pytorch implementation of our LiviaNET architecture☆16Nov 26, 2019Updated 6 years ago
- Official repository for the ACL 2025 Findings paper "Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal M…☆26May 12, 2026Updated 2 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- [MedIA'25] FLAIR: A Foundation LAnguage-Image model of the Retina for fundus image understanding.☆188Nov 27, 2025Updated 7 months ago
- Official code of the paper ORacle: Large Vision-Language Models for Knowledge-Guided Holistic OR Domain Modeling accepted at MICCAI 2024.☆25Jan 6, 2025Updated last year
- Code of our method MbLS (Margin-based Label Smoothing) for network calibration. To Appear at CVPR 2022. Paper : https://arxiv.org/abs/211…☆50Nov 12, 2022Updated 3 years ago
- Material of the MICCAI 2020 tutorial on weakly supervised learning for semantic segmentation. The updated tutorial (2021 and onwards) is …☆17Oct 22, 2020Updated 5 years ago
- Code for our arxiv preprint: https://arxiv.org/abs/1904.04205☆13Apr 9, 2019Updated 7 years ago
- [CVPR 2023] Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection☆31Jun 21, 2023Updated 3 years ago
- Resources about Julia for DataSciences / Machine Learning☆14Oct 25, 2018Updated 7 years ago
- Compares various time-series feature sets on computational performance, within-set structure, and between-set relationships.☆11Jun 3, 2022Updated 4 years ago
- NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis☆31Oct 15, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICML 2025] DPCore: Dynamic Prompt Coreset for Continual Test-Time Adaptation☆30Feb 27, 2026Updated 4 months ago
- [CVPR 2023] Improving Zero-shot Generalization and Robustness of Multi-modal Models☆36Jul 16, 2023Updated 3 years ago
- Source code for "MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation", MIDL 2023, https:/…☆10Apr 29, 2023Updated 3 years ago
- LibCP -- A Library for Conformal Prediction☆13Feb 26, 2015Updated 11 years ago
- An implementation of Self-Calibrating Conformal Prediction, accepted to Neurips 2024. SC-CP combines Venn-Abers calibration and conformal…☆14Apr 16, 2026Updated 3 months ago
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆14Jul 2, 2024Updated 2 years ago
- Metadata for my UK Domestic Appliance-Level Electricity (UK-DALE) dataset☆16Jul 16, 2017Updated 9 years ago
- Repository for the COLM 2025 paper SpecDec++: Boosting Speculative Decoding via Adaptive Candidate Lengths☆19Jul 10, 2025Updated last year
- Wrapper around MLForecast for more plug and play forecasting☆10Oct 23, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [MICCAI 2024] Official dataset release for "EgoSurgery: A Dataset for Surgical Video Understanding from Egocentric Open Surgery Videos"☆28Nov 25, 2024Updated last year
- Methods and tools for multistep-ahead time series conformal prediction.☆43Feb 5, 2026Updated 5 months ago
- [NeurIPS 2025 Datasets & Benchmarks Track] The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models☆37Oct 26, 2025Updated 8 months ago
- Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"☆13Apr 21, 2024Updated 2 years ago
- ☆17May 31, 2023Updated 3 years ago
- ☆12Jun 17, 2024Updated 2 years ago
- Automatic identification of regions in the latent space of a model that correspond to unique concepts, namely to concepts with a semantic…☆14Nov 22, 2023Updated 2 years ago