[ICLR 2022] Open-World Semi-Supervised Learning
☆106Feb 17, 2022Updated 4 years ago
Alternatives and similar repositories for orca
Users that are interested in orca are comparing it to the libraries listed below
Sorting:
- "Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)☆41Mar 14, 2023Updated 2 years ago
- (ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study☆126Dec 30, 2023Updated 2 years ago
- Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"☆39May 11, 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 2 years ago
- Code for our CVPR 2022 paper 'Generalized Category Discovery'. Project page: https://www.robots.ox.ac.uk/~vgg/research/gcd/☆235Dec 15, 2022Updated 3 years ago
- Code for the paper: "Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning"☆25Oct 25, 2021Updated 4 years ago
- Official Implementation of paper: PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery…☆49Mar 18, 2023Updated 2 years ago
- ☆60May 8, 2023Updated 2 years ago
- Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery☆16Apr 28, 2024Updated last year
- A list of papers that studies Novel Class Discovery☆515Feb 15, 2026Updated 2 weeks ago
- [CVPR 2024] Targeted Representation Alignment for Open-World Semi-Supervised Learning☆15Sep 23, 2024Updated last year
- Code for ICML 2023 paper "When and How Does Known Class Help Discover Unknown Ones? Provable Understandings Through Spectral Analysis"☆14Jun 24, 2023Updated 2 years ago
- Official implementation of "A Unified Objective for Novel Class Discovery", ICCV2021 (Oral)☆156Mar 22, 2022Updated 3 years ago
- Code for IJCAI-23 Paper "Open-world Semi-supervised Novel Class Discovery"☆25Sep 5, 2023Updated 2 years ago
- Python package to download and use the SSB datasets☆11Aug 3, 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
- ☆25Oct 12, 2024Updated last year
- ☆15Oct 27, 2023Updated 2 years ago
- Code for "Multi-Task Curriculum Framework for Open-Set Semi-Supervised Learning"☆25Jul 23, 2020Updated 5 years ago
- [AAAI 2023] Generalized Category Discovery with Decoupled Prototypical Network☆35Jun 22, 2024Updated last year
- Official implementation of "Towards Distribution-Agnostic Generalized Category Discovery" (NIPS 2023)☆26Oct 21, 2023Updated 2 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
- "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
- Official PyTorch Implementation of "CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning" (CVPR 20…☆53Sep 21, 2022Updated 3 years ago
- Neighborhood Contrastive Learning for Novel Class Discovery, CVPR 2021☆75Dec 9, 2022Updated 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
- [CVPR'24] Solving the Catastrophic Forgetting Problem in Generalized Category Discovery https://arxiv.org/pdf/2501.05272☆16Dec 24, 2024Updated last year
- [ICLR2024] SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning☆37Apr 9, 2025Updated 10 months ago
- pytorch implementation of ABC : Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning☆39Nov 20, 2024Updated last year
- Tensorflow Implementation on Paper [AAAI2020]Semi-Supervised Learning under Class Distribution Mismatch☆15Apr 20, 2021Updated 4 years ago
- Repository for the paper `DASO: Distribution-Aware Semantics-Oriented Pseudo-label Imbalanced Semi-Supervised Learning'.☆73Jun 8, 2022Updated 3 years ago
- Pytorch implementation for "Towards Realistic Long-Tailed Semi-Supervised Learning: Consistency Is All You Need" (CVPR 2023)☆71May 19, 2023Updated 2 years ago
- [NeurIPS 2023] Discover and Align Taxonomic Context Priors for Open-world Semi-Supervised Learning☆16Apr 15, 2024Updated last year
- An awesome paper list of Semi-Supervised Learning under realistic settings.☆128Nov 21, 2024Updated last year
- ☆10Jul 11, 2022Updated 3 years ago
- (ICCV 2021 Oral) Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation.☆64Oct 12, 2021Updated 4 years ago
- Code and results accompanying our paper titled Domain Adaptation under Open Set Label Shift☆33Nov 22, 2022Updated 3 years ago
- [CVPR 2023] Out-of-Distributed Semantic Pruning for Robust Semi-Supervised Learning☆22Jun 11, 2023Updated 2 years ago
- ☆45Oct 20, 2022Updated 3 years ago