[CVPR'24] Solving the Catastrophic Forgetting Problem in Generalized Category Discovery https://arxiv.org/pdf/2501.05272
☆16Dec 24, 2024Updated last year
Alternatives and similar repositories for LegoGCD
Users that are interested in LegoGCD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Oct 27, 2023Updated 2 years ago
- Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery☆16Apr 28, 2024Updated 2 years ago
- Code for our ICCV 2023 paper "Parametric Information Maximization for Generalized Category Discovery"☆16Jun 17, 2024Updated last year
- (ECCV2024) Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class Discovery (TextGCD)☆23Nov 26, 2025Updated 5 months ago
- Official Repository of "SelEx: Self-Expertise in Fine-Grained Generalized Category Discovery" (ECCV 2024)☆32Aug 4, 2025Updated 9 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR2024] SPTNet: An Efficient Alternative Framework for Generalized Category Discovery with Spatial Prompt Tuning☆36Apr 9, 2025Updated last year
- (ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study☆127Dec 30, 2023Updated 2 years ago
- [CVPR'24] Official PyTorch implementation of Contrastive Mean-Shift Learning for Generalized Category Discovery☆50May 1, 2024Updated 2 years ago
- ☆24Oct 12, 2024Updated last year
- [ECCV2024] PromptCCD: Learning Gaussian Mixture Prompt Pool for Continual Category Discovery☆31Apr 3, 2025Updated last year
- [ICLR2025] HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts☆20Aug 1, 2025Updated 9 months ago
- ☆43Feb 20, 2024Updated 2 years ago
- XCon: Learning with Experts for Fine-grained Category Discovery☆19Dec 19, 2022Updated 3 years ago
- Official implementation of "Towards Distribution-Agnostic Generalized Category Discovery" (NIPS 2023)☆28Oct 21, 2023Updated 2 years ago
- 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.
- Official Repository of "Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery" (NeurIPS 2023)☆23Aug 4, 2025Updated 9 months 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
- Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation (ECCV2024)☆14Nov 1, 2024Updated last year
- Starter notebook and utilities for the Clevr-4 dataset☆16Nov 1, 2023Updated 2 years ago
- (CVPR 2024) Active Generalized Category Discovery☆53Oct 17, 2024Updated last year
- GET: Unlocking the Multi-modal Potential of CLIP for Generalized Category Discovery (CVPR2025)☆34Mar 31, 2025Updated last year
- (NeurIPS 2024) Happy: A Debiased Learning Framework for Continual Generalized Category Discovery☆45Nov 25, 2025Updated 5 months ago
- ☆53May 21, 2024Updated last year
- Cross-city Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge☆22May 10, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A comprehensive collection of open world papers from top tier conferences and journals☆25Dec 27, 2024Updated last year
- Code release for Your “On-the-fly Category Discovery (CVPR 2023)”☆57Jul 15, 2023Updated 2 years ago
- Official Implementation of paper: PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery…☆48Mar 18, 2023Updated 3 years ago
- (ECCV 2024) Can OOD Object Detectors Learn from Foundation Models?☆26Dec 7, 2024Updated last year
- [CVPR 2023] Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery☆27Dec 31, 2023Updated 2 years ago
- A marvelous toolbox for DL research.☆14May 2, 2025Updated last year
- [AAAI 2023] Generalized Category Discovery with Decoupled Prototypical Network☆34Jun 22, 2024Updated last year
- The official code implementation of Generalized Category Discovery in Semantic Segmentation☆18Dec 20, 2023Updated 2 years ago
- Official source code of HELM, a family of fully hyperbolic large language models☆36Apr 4, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICLR 2022] Open-World Semi-Supervised Learning☆106Feb 17, 2022Updated 4 years ago
- [ICML 2024] "Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection"☆15Feb 15, 2025Updated last year
- (ECCV2022) EAGAN: EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs☆12Sep 15, 2022Updated 3 years ago
- Group-Group Loss Based Global-Regional Feature Learning for Vehicle Re-Identification☆12May 10, 2022Updated 3 years ago
- Code accompanying the paper "Fighting Class Imbalance with Contrastive Learning" (MICCAI2021)☆10Nov 24, 2021Updated 4 years ago
- ☆19Jul 22, 2025Updated 9 months ago
- Official implementation of ICML 2025 paper "Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach"☆12May 27, 2025Updated 11 months ago