[ICLR 2023 Spotlight] Code release for "Dirichlet-based Uncertainty Calibration for Active Domain Adaptation"
☆33Mar 5, 2023Updated 3 years ago
Alternatives and similar repositories for DUC
Users that are interested in DUC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of Evidential Uncertainty Quantification: A Variance-Based Perspective [WACV 2024]☆20Sep 2, 2025Updated 8 months ago
- [ICML 2024] Official code for Uncertainty Estimation by Density Aware Evidential Deep Learning☆17Mar 20, 2026Updated 2 months ago
- [AAAI 2022] Official Implementation of Active Learning for Domain Adaptation: An Energy-based Approach https://arxiv.org/abs/2112.01406☆91Nov 4, 2023Updated 2 years ago
- PyTorch code for Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings (ICCV 2021)☆45Sep 22, 2023Updated 2 years ago
- [ICML 2023] Offical implementation of the paper "Uncertainty Estimation by Fisher Information-based Evidential Deep Learning".☆45Apr 29, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [CVPR 2023] Robust Test-Time Adaptation in Dynamic Scenarios. https://arxiv.org/abs/2303.13899☆71Jul 11, 2023Updated 2 years ago
- Analysis of evidential models☆15Jun 22, 2023Updated 2 years ago
- [CVPR 2024] Targeted Representation Alignment for Open-World Semi-Supervised Learning☆14Sep 23, 2024Updated last year
- [ICML 2024] Official Implementation of Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation☆13Jul 13, 2024Updated last year
- [CVPR 2022 Oral] Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic S…☆152Oct 22, 2023Updated 2 years ago
- Ark Beat is a rhythm game written in masm.☆13Jun 16, 2021Updated 4 years ago
- Official implementation of COLosSAL [MICCAI 2023]☆15Jul 22, 2023Updated 2 years ago
- ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models☆46Dec 21, 2023Updated 2 years ago
- Multidimensional Uncertainty-Aware Evidential Neural Networks ( AAAI2021)☆16Aug 19, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆13Dec 15, 2022Updated 3 years ago
- Daily paper reading records☆15Mar 31, 2025Updated last year
- A Pytorch implementation of Diffusion-Based Probabilistic Uncertainty Estimation for Active Domain Adaptation☆16Nov 28, 2023Updated 2 years ago
- Continual Evidential Deep Learning ICCVW 2023☆14Nov 3, 2023Updated 2 years ago
- Active Test-Time Adaptation: Theoretical Analyses and An Algorithm [ICLR 2024]☆27Nov 4, 2024Updated last year
- Local Context-Aware Active Domain Adaptation (ICCV 2023)☆21Oct 18, 2023Updated 2 years ago
- Official Tensorflow Implementation of "Uncertainty-aware Label Distribution Learning for Facial Expression Recognition" paper☆25Sep 28, 2022Updated 3 years ago
- Signal compression and reconstruction on complexes preserving topological features via Discrete Morse Theory☆13May 31, 2022Updated 3 years ago
- Official PyTorch Implementation for Active Prompt Learning in Vision Language Models☆41Jun 17, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆27Mar 14, 2024Updated 2 years ago
- AAAI 2023 paper "Unsupervised Domain Adaptation for Medical Image Segmentation by Selective Entropy Constraint and Adaptive Semantic Alig…☆22Apr 29, 2024Updated 2 years ago
- ActiveSegmentation: A Simulation Framework for Benchmarking Active Learning Strategies for 3D Medical Image Segmentation☆20Jul 5, 2022Updated 3 years ago
- An implementation of the state-of-the-art Deep Active Learning algorithms☆109Sep 19, 2023Updated 2 years ago
- ☆12Feb 17, 2025Updated last year
- Pytorch implementation for "Dynamic Instance Domain Adaptation" (DIDA-Net, accepted to IEEE T-IP).☆12May 6, 2024Updated 2 years ago
- Supplementary material to reproduce "Multivariate Deep Evidential Regression"☆21Feb 25, 2022Updated 4 years ago
- Code for "Training, Architecture, and Prior for Deterministic Uncertainty Methods" ICLR 2023 Workshop on Trustworthy ML☆12Jun 15, 2023Updated 2 years ago
- (TMI-2024) Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic Surgery☆25Apr 20, 2026Updated last month
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- The source code and models for our paper PNP: Robust Learning from Noisy Labels by Probabilistic Noise Prediction☆14Jan 30, 2023Updated 3 years ago
- Official PyTorch implementation of the ICML 2024 paper "Hyperbolic Active Learning for Semantic Segmentation under Domain Shift"☆26Nov 26, 2024Updated last year
- learning materials☆14Sep 3, 2022Updated 3 years ago
- 🍀 Official pytorch implementation of "D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation. Wu et al. ECCV 20…☆25Feb 2, 2023Updated 3 years ago
- The official implementation for paper: Vision-Language Models are Strong Noisy Label Detectors☆18Mar 31, 2025Updated last year
- ☆29Sep 3, 2022Updated 3 years ago
- UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs☆11Apr 13, 2023Updated 3 years ago