LiuJMzzZ / OpenNCD
Code for IJCAI-23 Paper "Open-world Semi-supervised Novel Class Discovery"
☆24Updated last year
Alternatives and similar repositories for OpenNCD:
Users that are interested in OpenNCD are comparing it to the libraries listed below
- Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"☆36Updated last year
- ☆21Updated 6 months ago
- "Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)☆41Updated 2 years ago
- "OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Salman Khan,…☆34Updated 2 years ago
- [AAAI2024] Exploring Diverse Representations for Open Set Recognition☆23Updated 10 months ago
- Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)☆88Updated 3 years ago
- (ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study☆105Updated last year
- [CVPR 2024] Targeted Representation Alignment for Open-World Semi-Supervised Learning☆13Updated 7 months ago
- [CVPR 2023] Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery☆25Updated last year
- PyTorch Implementation of Robust Classification with Convolutional Prototype Learning☆66Updated 5 years ago
- This is official code repository for "Learning with Mixture of Prototypes for Out-of-Distribution Detection", accepted at ICLR2024☆28Updated 9 months ago
- [ICLR 2022] Open-World Semi-Supervised Learning☆100Updated 3 years ago
- [CVPR 2023] Glocal Energy-based Learning for Few-Shot Open-Set Recognition☆40Updated last year
- [AAAI 2023] Generalized Category Discovery with Decoupled Prototypical Network☆34Updated 10 months ago
- [ICCV 2023 Oral] IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization☆48Updated last year
- ☆35Updated last year
- [TPAMI2022] Class Specific Semantic Reconstruction for Open Set Recognition☆46Updated last year
- Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery☆17Updated last year
- [CVPR2023] Global and Local Mixture Consistency Cumulative Learning for Long-tailed Visual Recognitions☆75Updated last year
- This work is the official Pytorch implementation of our papers: Source-Free Progressive Graph Learning for Open-Set Domain Adaptation (T…☆25Updated last year
- The code repository for "Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks" (TPAMI 2023)☆36Updated last year
- This repository focuses on the problem of Zero-Shot Open-Set Recognition (ZS-OSR), which aims to accurately classify samples from unseen…☆11Updated last year
- A pytorch implementation for "Neighborhood Collective Estimation for Noisy Label Identification and Correction", which is accepted by ECC…☆25Updated 2 years ago
- Code for CVPR 2022 paper “Class-Aware Contrastive Semi-Supervised Learning”☆97Updated 2 years ago
- An awesome paper list of Semi-Supervised Learning under realistic settings.☆115Updated 5 months ago
- Pytorch implementation for "Towards Realistic Long-Tailed Semi-Supervised Learning: Consistency Is All You Need" (CVPR 2023)☆68Updated last year
- Official implementation for "Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning" (AAAI'24)☆18Updated 10 months ago
- Implementation of <Contrastive Open Set Recognition> （AAAI-23）☆17Updated 2 years ago
- CVPR 2022: Selective-Supervised Contrastive Learning with Noisy Labels☆92Updated 3 years ago
- Code Repository for "Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition"☆27Updated 2 years ago