(ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study
☆127Dec 30, 2023Updated 2 years ago
Alternatives and similar repositories for SimGCD
Users that are interested in SimGCD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Implementation of paper: PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery…☆48Mar 18, 2023Updated 3 years ago
- A list of papers that studies Novel Class Discovery☆516Feb 15, 2026Updated 2 months ago
- Official implementation of "Towards Distribution-Agnostic Generalized Category Discovery" (NIPS 2023)☆27Oct 21, 2023Updated 2 years ago
- [ICLR 2022] Open-World Semi-Supervised Learning☆106Feb 17, 2022Updated 4 years ago
- ☆15Oct 27, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆43Feb 20, 2024Updated 2 years ago
- Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery☆16Apr 28, 2024Updated 2 years ago
- [AAAI 2023] Generalized Category Discovery with Decoupled Prototypical Network☆34Jun 22, 2024Updated last year
- [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☆36Apr 9, 2025Updated last year
- [CVPR 2024] Targeted Representation Alignment for Open-World Semi-Supervised Learning☆14Sep 23, 2024Updated last year
- ☆16Nov 15, 2024Updated last year
- Code for our ICCV 2023 paper "Parametric Information Maximization for Generalized Category Discovery"☆16Jun 17, 2024Updated last year
- Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"☆38May 11, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery （CVPR2025）☆34Mar 31, 2025Updated last year
- Starter notebook and utilities for the Clevr-4 dataset☆16Nov 1, 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
- [ECCV2024] PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery☆31Apr 3, 2025Updated last year
- Official Repository of "Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery" (NeurIPS 2023)☆23Aug 4, 2025Updated 8 months ago
- ☆24Oct 12, 2024Updated last year
- Official implementation of "A Unified Objective for Novel Class Discovery", ICCV2021 (Oral)☆156Mar 22, 2022Updated 4 years ago
- (ECCV2024) Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class Discovery (TextGCD)☆23Nov 26, 2025Updated 5 months ago
- 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
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- "Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)☆41Mar 14, 2023Updated 3 years ago
- [CVPR'24] Official PyTorch implementation of Contrastive Mean-Shift Learning for Generalized Category Discovery☆50May 1, 2024Updated last year
- Source code for ICLR 2022 paper "Meta Discovery: Learning to Discover Novel Classes given Very Limited Data".☆17Jan 14, 2024Updated 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
- (TPAMI 2025) ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery☆36Jun 13, 2025Updated 10 months ago
- Code release for Your “On-the-fly Category Discovery (CVPR 2023)”☆57Jul 15, 2023Updated 2 years ago
- (NeurIPS 2024) Happy: A Debiased Learning Framework for Continual Generalized Category Discovery☆45Nov 25, 2025Updated 5 months ago
- [CVPR 2023] Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery☆27Dec 31, 2023Updated 2 years ago
- (CVPR2024 Highlight) Novel Class Discovery for Ultra-Fine-Grained Visual Categorization (UFG-NCD)☆24Jul 1, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 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
- ☆12Feb 5, 2024Updated 2 years ago
- Python package to download and use the SSB datasets☆11Aug 3, 2023Updated 2 years ago
- Code for ComEx [CVPR 2022]☆12Dec 5, 2022Updated 3 years ago
- ☆12Jan 19, 2025Updated last year
- [ICLR2025] HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts☆20Aug 1, 2025Updated 8 months ago
- PyTorch implementation for the paper Class-incremental Novel Class Discovery (ECCV 2022)☆123Sep 10, 2024Updated last year