xjtuYW / PNPLinks
Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery
☆16Updated last year
Alternatives and similar repositories for PNP
Users that are interested in PNP are comparing it to the libraries listed below
Sorting:
- [CVPR 2024] Targeted Representation Alignment for Open-World Semi-Supervised Learning☆13Updated 11 months ago
- [AAAI 2023] Generalized Category Discovery with Decoupled Prototypical Network☆33Updated last year
- [CVPR 2024] Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification☆34Updated last year
- ☆11Updated 2 years ago
- (ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study☆113Updated last year
- "OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Salman Khan,…☆35Updated 2 years ago
- Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"☆37Updated 2 years ago
- [AAAI2024] Exploring Diverse Representations for Open Set Recognition☆25Updated last year
- [CVPR'24] Solving the Catastrophic Forgetting Problem in Generalized Category Discovery https://arxiv.org/pdf/2501.05272☆16Updated 8 months ago
- Twin Contrastive Learning with Noisy Labels (CVPR 2023)☆70Updated 2 years ago
- ☆40Updated last year
- Official repo for "SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-Supervised Learning", accepted by ICLR 2023.☆21Updated 2 years ago
- Pytorch implementation for "Towards Realistic Long-Tailed Semi-Supervised Learning: Consistency Is All You Need" (CVPR 2023)☆71Updated 2 years ago
- "Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)☆41Updated 2 years ago
- [ICCV 2023 Oral] IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization☆53Updated last year
- [CVPR 2023] Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery☆26Updated last year
- [CVPR 2024] TEA: Test-time Energy Adaptation☆69Updated last year
- Code for our ICCV 2023 paper "Parametric Information Maximization for Generalized Category Discovery"☆16Updated last year
- ☆24Updated 11 months ago
- [CVPR 2024] PriViLege: Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners☆51Updated last year
- MattiaLitrico / Guiding-Pseudo-labels-with-Uncertainty-Estimation-for-Source-free-Unsupervised-Domain-AdaptationCode for "Guiding-Pseudo-labels-with-Uncertainty-Estimation-for-Source-free-Unsupervised-Domain-Adaptation" (CVPR 2023)☆100Updated 2 years ago
- Local Context-Aware Active Domain Adaptation (ICCV 2023)☆20Updated last year
- ☆16Updated 10 months ago
- [ICLR 2022] Open-World Semi-Supervised Learning☆104Updated 3 years ago
- [NeurIPS 2024] WATT: Weight Average Test-Time Adaptation of CLIP☆53Updated 11 months ago
- Code for Label Propagation for Zero-shot Classification with Vision-Language Models (CVPR2024)☆41Updated last year
- Code release for "Cycle Self-Training for Domain Adaptation" (NeurIPS 2021)☆53Updated 3 years ago
- Code for Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning (NeurIPS 2022).☆42Updated 2 years ago
- [AAAI 2024] Towards Real-World Test-Time Adaptation: Tri-Net Self-Training with Balanced Normalization☆26Updated 5 months ago
- ☆44Updated 2 years ago