deel-ai-papers / conformal-segmentationView external linksLinks
[CVPRW 2024] Conformal prediction for uncertainty quantification in image segmentation
β26Dec 9, 2024Updated last year
Alternatives and similar repositories for conformal-segmentation
Users that are interested in conformal-segmentation are comparing it to the libraries listed below
Sorting:
- Simple, compact, and hackable post-hoc deep OOD detection for already trained tensorflow or pytorch image classifiers.β60Jan 20, 2026Updated 3 weeks ago
- π CODS - Conformal Object Detection and Segmentationβ20Dec 15, 2025Updated 2 months ago
- LENS Projectβ52Feb 22, 2024Updated last year
- β38Sep 15, 2025Updated 5 months ago
- Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distribβ¦β27Jun 28, 2024Updated last year
- π Puncc is a python library for predictive uncertainty quantification using conformal prediction.β372Updated this week
- β10Nov 19, 2025Updated 2 months ago
- Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signalingβ11May 8, 2023Updated 2 years ago
- β10Sep 14, 2022Updated 3 years ago
- [ICML'24] Conformal Prediction for Deep Classifier via Label Rankingβ13Jun 14, 2024Updated last year
- [ECCV 2024] Reliable Spatial-Temporal Voxels for Multi-Modal Test-Time Adaptationβ16Jan 12, 2026Updated last month
- [ICML'24] Open-Vocabulary Calibration for Fine-tuned CLIPβ18Jun 14, 2024Updated last year
- "How to Trust Your Diffusion Models: A Convex Optimization Approach to Conformal Risk Control"β18Jan 6, 2026Updated last month
- Source code for selective scaling in the paper of << On Calibrating Semantic Segmentation Models - Analyses and An Algorithm>> (CVPR 2023β¦β15Jun 22, 2023Updated 2 years ago
- Official implementation of "Principal Uncertainty Quantification with Spatial Correlation for Image Restoration Problems" paper.β23Dec 16, 2023Updated 2 years ago
- β24Jul 24, 2025Updated 6 months ago
- β24Mar 31, 2021Updated 4 years ago
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.β446Nov 1, 2025Updated 3 months ago
- A Framework for Systematic Validation of Uncertainty Estimation in Semantic Segmentationβ31May 14, 2024Updated last year
- Official Implementation of the paper: "A Rate-Distorion View of Uncertainty Quantification", ICML 2024β28Sep 3, 2024Updated last year
- Evolve your OpenCV Image Processing filters using Cartesian Genetic Programmingβ37Feb 1, 2026Updated last week
- Code for experiments to learn uncertaintyβ30Mar 16, 2023Updated 2 years ago
- [ICRA24] MoPA: Multi-Modal Prior Aided Domain Adaptation for 3D Semantic Segmentationβ31Dec 22, 2025Updated last month
- Build and train Lipschitz-constrained networks: PyTorch implementation of 1-Lipschitz layers. For TensorFlow/Keras implementation, see htβ¦β39Feb 2, 2026Updated last week
- β34Nov 26, 2024Updated last year
- π Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)β71Jul 20, 2023Updated 2 years ago
- Extending Conformal Prediction to LLMsβ69Jun 21, 2024Updated last year
- Code for paper "Copula-based conformal prediction for Multi-Target Regression"β34Apr 1, 2021Updated 4 years ago
- This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendraβ¦β30Oct 23, 2022Updated 3 years ago
- Conformal Language Modelingβ31Dec 21, 2023Updated 2 years ago
- Assessing spectral estimation methods for Electric Network Frequency (ENF) Extractionβ10Jan 10, 2020Updated 6 years ago
- Convolutional Channel-wise Competitive Learning for the Forward-Forward Algorithm. AAAI 2024β11Jun 27, 2024Updated last year
- MAGELLAN: Metacognitive predictions of learning progress guide autotelic LLM agents in large goal spacesβ10Mar 24, 2025Updated 10 months ago
- Reinforcement learning modular with pytorchβ11Jan 18, 2021Updated 5 years ago
- [CVPR 2023] Unsupervised Continual Semantic Adaptation through Neural Renderingβ40Oct 18, 2023Updated 2 years ago
- β44Nov 24, 2024Updated last year
- DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Modelβ44Jan 9, 2025Updated last year
- Okapi BM25 with Goβ13Mar 28, 2023Updated 2 years ago
- A Generative Adversarial Network Model Alternative to Animal Studies for Clinical Pathology Assessmentβ14Jan 10, 2024Updated 2 years ago