JosephKJ / Awesome-Novel-Class-DiscoveryView external linksLinks
A list of papers that studies Novel Class Discovery
☆515Jan 12, 2026Updated last month
Alternatives and similar repositories for Awesome-Novel-Class-Discovery
Users that are interested in Awesome-Novel-Class-Discovery are comparing it to the libraries listed below
Sorting:
- Code for our CVPR 2022 paper 'Generalized Category Discovery'. Project page: https://www.robots.ox.ac.uk/~vgg/research/gcd/☆234Dec 15, 2022Updated 3 years ago
- (ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study☆126Dec 30, 2023Updated 2 years ago
- Official implementation of "A Unified Objective for Novel Class Discovery", ICCV2021 (Oral)☆156Mar 22, 2022Updated 3 years ago
- [ICLR 2022] Open-World Semi-Supervised Learning☆106Feb 17, 2022Updated 4 years ago
- Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"☆39May 11, 2023Updated 2 years ago
- Official Implementation of paper: PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery…☆49Mar 18, 2023Updated 2 years ago
- [AAAI 2023] Generalized Category Discovery with Decoupled Prototypical Network☆35Jun 22, 2024Updated last year
- "Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)☆41Mar 14, 2023Updated 2 years ago
- [CVPR 2024] Targeted Representation Alignment for Open-World Semi-Supervised Learning☆15Sep 23, 2024Updated last year
- [CVPR'24] Official PyTorch implementation of Contrastive Mean-Shift Learning for Generalized Category Discovery☆49May 1, 2024Updated last year
- PyTorch implementation for the paper Class-incremental Novel Class Discovery (ECCV 2022)☆121Sep 10, 2024Updated last year
- ☆43Feb 20, 2024Updated last year
- Neighborhood Contrastive Learning for Novel Class Discovery, CVPR 2021☆75Dec 9, 2022Updated 3 years ago
- "Automatically Discovering and Learning New Visual Categories with Ranking Statistics" by Kai Han, Sylvestre-Alvise Rebuffi, Sebastien Eh…☆229Feb 13, 2020Updated 6 years ago
- Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery☆16Apr 28, 2024Updated last year
- ☆16Nov 15, 2024Updated last year
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,199Mar 1, 2024Updated last year
- ☆15Oct 27, 2023Updated 2 years ago
- ☆25Oct 12, 2024Updated last year
- "OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Salman Khan,…☆36Mar 14, 2023Updated 2 years ago
- An awesome paper list of Semi-Supervised Learning under realistic settings.☆128Nov 21, 2024Updated last year
- XCon: Learning with Experts for Fine-grained Category Discovery☆19Dec 19, 2022Updated 3 years ago
- [ICLR2024] SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning☆37Apr 9, 2025Updated 10 months ago
- "Learning to Discover Novel Visual Categories via Deep Transfer Clustering" by Kai Han, Andrea Vedaldi, Andrew Zisserman (ICCV 2019)☆170Oct 22, 2022Updated 3 years ago
- [ICLR2025] HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts☆21Aug 1, 2025Updated 6 months ago
- Source code for ICLR 2022 paper "Meta Discovery: Learning to Discover Novel Classes given Very Limited Data".☆17Jan 14, 2024Updated 2 years ago
- Official implementation of "Towards Distribution-Agnostic Generalized Category Discovery" (NIPS 2023)☆26Oct 21, 2023Updated 2 years ago
- Novel Class Discovery in Semantic Segmentation. CVPR 2022☆69Jan 3, 2023Updated 3 years ago
- Code for ComEx [CVPR 2022]☆12Dec 5, 2022Updated 3 years ago
- Code for IJCAI-23 Paper "Open-world Semi-supervised Novel Class Discovery"☆25Sep 5, 2023Updated 2 years ago
- 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
- Benchmarking Generalized Out-of-Distribution Detection☆1,035Dec 1, 2025Updated 2 months ago
- [ECCV2024] PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery☆30Apr 3, 2025Updated 10 months ago
- [CVPR 2023] Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery☆27Dec 31, 2023Updated 2 years ago
- The official code implementation of Generalized Category Discovery in Semantic Segmentation☆18Dec 20, 2023Updated 2 years ago
- Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"☆301Oct 20, 2022Updated 3 years ago
- A Comprehensive survey on business use cases of AI that help them thrive in the digital economy☆13Oct 7, 2020Updated 5 years ago
- Awesome Incremental Learning☆4,394Jan 29, 2026Updated 2 weeks ago
- Official Repository of "Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery" (NeurIPS 2023)☆21Aug 4, 2025Updated 6 months ago