deeplearning-wisc / opencon
Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"
☆34Updated last year
Related projects ⓘ
Alternatives and complementary repositories for opencon
- [ICLR 2022] Open-World Semi-Supervised Learning☆92Updated 2 years ago
- "OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Salman Khan,…☆32Updated last year
- "Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)☆38Updated last year
- (ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study☆94Updated 10 months ago
- Official Implementation of paper: PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery…☆40Updated last year
- ☆33Updated 9 months ago
- ☆44Updated last year
- source code for ICLR'23 paper "Non-parametric Outlier Synthesis"☆53Updated last year
- Awesome-open-world-learning☆24Updated 3 years ago
- Official implementation for "Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition" (I…☆40Updated last year
- the code for paper "Energy-Based Open-World Uncertainty Modeling for Confidence Calibration"☆41Updated 3 years ago
- [NeurIPS 2022] The official code for our NeurIPS 2022 paper "Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnab…☆42Updated 2 years ago
- Code for IJCAI-23 Paper "Open-world Semi-supervised Novel Class Discovery"☆21Updated last year
- AAAI 2023 paper "Generalized Category Discovery with Decoupled Prototypical Network"☆34Updated 5 months ago
- The official implementation of CVPR 24' Paper "Learning Transferable Negative Prompts for Out-of-Distribution Detection"☆40Updated 7 months ago
- Official Implementation of CVPR 2022 paper: "Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning…☆34Updated last year
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28Updated last year
- PyTorch implementation of our CVPR2023 paper "OpenMix: Exploring Out-of-Distribution samples for Misclassification Detection"☆23Updated last year
- Code for NeurIPS 2021 paper "ReAct: Out-of-distribution Detection With Rectified Activations"☆51Updated 2 years ago
- Official implementation of "Towards Distribution-Agnostic Generalized Category Discovery" (NIPS 2023)☆24Updated last year
- Twin Contrastive Learning with Noisy Labels (CVPR 2023)☆68Updated last year
- Source code for ICLR 2022 paper "Meta Discovery: Learning to Discover Novel Classes given Very Limited Data".☆17Updated 10 months ago
- Source code for the NeurIPS 2022 Spotlight paper: "Unified Optimal Transport Framework for Universal Domain Adaptation"☆57Updated last year
- Code for our NeurIPS 2021 paper 'Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation'☆71Updated last year
- [CVPR 2023] Regularizing Second-Order Influences for Continual Learning☆33Updated last year
- ☆44Updated 3 years ago
- Code release for "Cycle Self-Training for Domain Adaptation" (NeurIPS 2021)☆51Updated 2 years ago
- Source code for NeurIPS 2022 paper SoLar☆26Updated 11 months ago
- Official repository of CVPR '22 paper "Contrastive Test-Time Adaptation"☆93Updated 2 years ago
- ☆58Updated last year