Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"
☆38May 11, 2023Updated 3 years ago
Alternatives and similar repositories for opencon
Users that are interested in opencon are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2022] Open-World Semi-Supervised Learning☆105Feb 17, 2022Updated 4 years ago
- ☆15Oct 27, 2023Updated 2 years ago
- "OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Salman Khan,…☆36Mar 14, 2023Updated 3 years ago
- (ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study☆127Dec 30, 2023Updated 2 years ago
- Code for ICML 2023 paper "When and How Does Known Class Help Discover Unknown Ones? Provable Understandings Through Spectral Analysis"☆14Jun 24, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Novel Visual Category Discovery with Dual Ranking Statistics and Mutual Knowledge Distillation. Bingchen Zhao and Kai Han. (NeurIPS 2021)☆12Aug 20, 2023Updated 2 years ago
- A list of papers that studies Novel Class Discovery☆527Updated this week
- Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery☆15Apr 28, 2024Updated 2 years ago
- Official Implementation of paper: PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery…☆48Mar 18, 2023Updated 3 years ago
- Source code for ICLR 2022 paper "Meta Discovery: Learning to Discover Novel Classes given Very Limited Data".☆17Jan 14, 2024Updated 2 years ago
- [AAAI 2023] Generalized Category Discovery with Decoupled Prototypical Network☆34Jun 22, 2024Updated 2 years ago
- This is the official repository for the paper "A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutio…☆61Jul 16, 2022Updated 4 years ago
- "Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)☆41Mar 14, 2023Updated 3 years ago
- Code for our CVPR 2022 paper 'Generalized Category Discovery'. Project page: https://www.robots.ox.ac.uk/~vgg/research/gcd/☆242Dec 15, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Python package to download and use the SSB datasets☆11Aug 3, 2023Updated 3 years ago
- Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios☆12Mar 21, 2024Updated 2 years ago
- "Automatically Discovering and Learning New Visual Categories with Ranking Statistics" by Kai Han, Sylvestre-Alvise Rebuffi, Sebastien Eh…☆230Feb 13, 2020Updated 6 years ago
- Code for ECML-PKDD 2022 Paper --- CMG: A Class-Mixed Generation Approach to Out-of-Distribution Detection☆13Oct 12, 2022Updated 3 years ago
- [CVPR 2023] Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery☆28Dec 31, 2023Updated 2 years ago
- ☆24Oct 12, 2024Updated last year
- ☆16Nov 15, 2024Updated last year
- Code for our ICCV 2023 paper "Parametric Information Maximization for Generalized Category Discovery"☆16Jun 17, 2024Updated 2 years ago
- ☆15Sep 25, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [CVPR 2024] Targeted Representation Alignment for Open-World Semi-Supervised Learning☆14Sep 23, 2024Updated last year
- ☆17Nov 22, 2022Updated 3 years ago
- Continual Evidential Deep Learning ICCVW 2023☆14Nov 3, 2023Updated 2 years ago
- Neighborhood Contrastive Learning for Novel Class Discovery, CVPR 2021☆77Dec 9, 2022Updated 3 years ago
- ☆16May 25, 2022Updated 4 years ago
- ICCV2021 - training a post-hoc lightweight GAN-discriminator for open-set recognition☆142Jul 27, 2022Updated 4 years ago
- [ICML 2024] Matrix Information Theory for Self-supervised Learning (https://arxiv.org/abs/2305.17326)☆34Sep 21, 2025Updated 10 months ago
- ☆31Jul 21, 2026Updated 3 weeks ago
- ☆49Jul 18, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- "Learning to Discover Novel Visual Categories via Deep Transfer Clustering" by Kai Han, Andrea Vedaldi, Andrew Zisserman (ICCV 2019)☆169Oct 22, 2022Updated 3 years ago
- Counterfactual Image Generation☆85Nov 1, 2019Updated 6 years ago
- [WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments☆26Apr 12, 2023Updated 3 years ago
- focal loss (multi-class) for lightgbm/xgboost☆12Apr 18, 2021Updated 5 years ago
- Top-tier conference papers on out-of-distribution detection☆11Jun 22, 2023Updated 3 years ago
- Official implementation of the CVPR 2024 paper "Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and Sampling"☆24Jun 16, 2024Updated 2 years ago
- MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space☆101Jun 28, 2021Updated 5 years ago