The official code repo for the paper "Mixture of Stochastic Experts for Modeling Aleatoric Uncertainty in Segmentation". (ICLR 2023)
☆29Jun 27, 2023Updated 2 years ago
Alternatives and similar repositories for MoSE-AUSeg
Users that are interested in MoSE-AUSeg are comparing it to the libraries listed below
Sorting:
- Medical Matting☆27Feb 21, 2023Updated 3 years ago
- Repository for "Stochastic Segmentation with Conditional Categorical Diffusion Models" (ICCV 2023)☆52Oct 9, 2023Updated 2 years ago
- Latent Discriminant deterministic Uncertainty [ECCV2022]☆43Jul 25, 2022Updated 3 years ago
- ☆13Jul 25, 2023Updated 2 years ago
- [GreenJournal2023] Deep learning-based accurate delineation of primary gross tumor volume of nasopharyngeal carcinoma on heterogeneous ma…☆12Feb 6, 2023Updated 3 years ago
- Supplementary material to reproduce "The Unreasonable Effectiveness of Deep Evidential Regression"☆30Nov 28, 2022Updated 3 years ago
- Code for "ATTA: Anomaly-aware Test-Time Adaptation for Out-of-Distribution Detection in Segmentation" (NeurIPS 23)☆14Apr 12, 2024Updated last year
- Different U-Net implementations featuring a vanilla U-Net, probabilistic U-Net and PHiSeg. Each with a reversible variant aswell.☆23Dec 8, 2022Updated 3 years ago
- Code for "Training, Architecture, and Prior for Deterministic Uncertainty Methods" ICLR 2023 Workshop on Trustworthy ML☆12Jun 15, 2023Updated 2 years ago
- Official re-implementation of the Calibrated Adversarial Refinement model described in the paper "Calibrated Adversarial Refinement for S…☆35Dec 8, 2022Updated 3 years ago
- ☆14Apr 2, 2023Updated 2 years ago
- Harvard Fall 2019 Applied Math 207 A Primer and Critique of Prior Networks☆12Dec 22, 2019Updated 6 years ago
- ☆12Jul 6, 2023Updated 2 years ago
- PyTorch model for the Generalized Probabilistic U-Net. For more details see: https://www.melba-journal.org/papers/2023:005.html☆16Mar 13, 2024Updated last year
- MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks [BMVC 2022]☆34Jun 21, 2024Updated last year
- [ECCV 2022] Uncertainty Quantification in Depth Estimation via Constrained Ordinal Regression☆13Mar 27, 2023Updated 2 years ago
- Implementation of the Rhythm Formant Analysis methodology for identifying speech rhythms and rhythm variation in the low frequency spectr…☆17Apr 27, 2023Updated 2 years ago
- [ECCV 2024] Image Demoireing in RAW and sRGB Domains☆16Aug 7, 2025Updated 7 months ago
- Stochastic Segmentation Networks☆67Jun 26, 2020Updated 5 years ago
- Various Text-to-speech (TTS) papers based on Deep-learning☆14Feb 26, 2021Updated 5 years ago
- [ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"☆18Jul 7, 2023Updated 2 years ago
- ☆49Oct 11, 2021Updated 4 years ago
- ☆17Jun 18, 2024Updated last year
- Posterior Network: Uncertainty Estimation without OOD Samples via Density-Based Pseudo-Counts (Neurips 2020)☆78May 18, 2022Updated 3 years ago
- Mutual-Guided Dynamic Network for Image Fusion (ACM-MM 2023)☆21Aug 24, 2023Updated 2 years ago
- PyTorch implementation of Probabilistic MIMO U-Net☆22Aug 15, 2024Updated last year
- ☆25Sep 15, 2023Updated 2 years ago
- Tensorflow Code for "PHiSeg: Capturing Uncertainty in Medical Image Segmentation", Proc. MICCAI 2019☆129Nov 22, 2022Updated 3 years ago
- ☆24Mar 31, 2021Updated 4 years ago
- Gradient-based Uncertainty for Monocular Depth Estimation (ECCV 2022)☆54Sep 7, 2023Updated 2 years ago
- A Probabilistic U-Net for segmentation of ambiguous images implemented in PyTorch☆292Jan 16, 2019Updated 7 years ago
- “SURE: SUrvey REcipes for building reliable and robust deep networks” (CVPR 2024) & (ECCV 2024 OOD-CV Challenge Winner)☆75Aug 21, 2025Updated 6 months ago
- Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021)☆28Nov 28, 2022Updated 3 years ago
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28May 6, 2023Updated 2 years ago
- A Semantic Segmentation Method for Remote Sensing Images Combining CNN and Transformer.☆30Apr 7, 2023Updated 2 years ago
- BiconNet: An Edge-preserved Connectivity-based Approach for Salient Object Detection☆35Jun 16, 2023Updated 2 years ago
- Implementation of DropCov as described in DropCov: A Simple yet Effective Method for Improving Deep Architectures☆10Oct 15, 2022Updated 3 years ago
- [TGRS'25] Multilevel Embedding and Alignment Network With Consistency and Invariance Learning for Cross-View Geo-Localization.☆48Feb 27, 2026Updated last week
- This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendra…☆30Oct 23, 2022Updated 3 years ago