BIT-DA / DUC
[ICLR 2023 Spotlight] Code release for "Dirichlet-based Uncertainty Calibration for Active Domain Adaptation"
☆35Updated 2 years ago
Alternatives and similar repositories for DUC:
Users that are interested in DUC are comparing it to the libraries listed below
- Official implementation of Evidential Uncertainty Quantification: A Variance-Based Perspective [WACV 2024]☆18Updated last year
- PyTorch code for Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings (ICCV 2021)☆45Updated last year
- pytorch implementation of ABC : Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning☆37Updated 5 months ago
- [ICML 2023] Offical implementation of the paper "Uncertainty Estimation by Fisher Information-based Evidential Deep Learning".☆43Updated 2 years ago
- PyTorch code for Uncertainty-guided Source-free Domain Adaptation☆36Updated 2 years ago
- Code for our NeurIPS 2022 (spotlight) paper 'Attracting and Dispersing: A Simple Approach for Source-free Domain Adaptation'☆69Updated 4 months ago
- Multi-level Online Sequential Experts (MOSE) for online continual learning problem. (CVPR2024)☆21Updated 3 weeks ago
- Continual Evidential Deep Learning ICCVW 2023☆14Updated last year
- Local Context-Aware Active Domain Adaptation (ICCV 2023)☆19Updated last year
- Code for Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning (NeurIPS 2022).☆42Updated 2 years ago
- Code for CAiDA☆24Updated 2 years ago
- This codebase is the official implementation of Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization (NeurIPS2…☆97Updated 3 years ago
- [CVPR 2023] Robust Test-Time Adaptation in Dynamic Scenarios. https://arxiv.org/abs/2303.13899☆60Updated last year
- [ICML 2024] Official code for Uncertainty Estimation by Density Aware Evidential Deep Learning☆10Updated 9 months ago
- [AAAI 2024] An Implementation of Entropic Open-set Active Learning☆23Updated last year
- A Pytorch implementation of Diffusion-Based Probabilistic Uncertainty Estimation for Active Domain Adaptation☆13Updated last year
- [CVPR 2023] The official repository of our paper "Upcycling Models under Domain and Category Shift"☆30Updated last week
- We present a new method for long-tailed out-of-distribution detection☆14Updated 3 months ago
- Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"☆36Updated last year
- This is the PyTorch Implementation of "AETTA: Label-Free Accuracy Estimation for Test-Time Adaptation (CVPR '24)" by Taeckyung Lee, Sorn …☆13Updated 9 months ago
- Source code for the NeurIPS 2022 Spotlight paper: "Unified Optimal Transport Framework for Universal Domain Adaptation"☆60Updated 2 years ago
- Official implementation for "Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition" (I…☆44Updated last year
- Official repository of CVPR '22 paper "Contrastive Test-Time Adaptation"☆97Updated 3 years ago
- Code of Enhancing Minority Classes by Mixing: An Adaptative Optimal Transport Approach for Long-tailed Classification☆11Updated last year
- [NeurIPS 2022] The official code for our NeurIPS 2022 paper "Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnab…☆45Updated 2 years ago
- Official Repository for the ICML 2024 paper "Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method"☆14Updated 7 months ago
- ☆10Updated last year
- Code for ICML 2022 paper — Efficient Test-Time Model Adaptation without Forgetting☆119Updated last year
- This is the implementation of our CVPR'23 paper "Class-Conditional Sharpness-Aware Minimization for Deep Long-Tailed Recognition".☆20Updated last year
- ☆18Updated 2 years ago