sgvaze / generalized-category-discovery
Code for our CVPR 2022 paper 'Generalized Category Discovery'. Project page: https://www.robots.ox.ac.uk/~vgg/research/gcd/
☆209Updated 2 years ago
Alternatives and similar repositories for generalized-category-discovery:
Users that are interested in generalized-category-discovery are comparing it to the libraries listed below
- (ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study☆99Updated last year
- [ICLR 2022] Open-World Semi-Supervised Learning☆98Updated 3 years ago
- An awesome paper list of Semi-Supervised Learning under realistic settings.☆110Updated 4 months ago
- A list of papers that studies Novel Class Discovery☆468Updated 2 weeks ago
- Neighborhood Contrastive Learning for Novel Class Discovery, CVPR 2021☆73Updated 2 years ago
- Official implementation of "A Unified Objective for Novel Class Discovery", ICCV2021 (Oral)☆147Updated 3 years ago
- Universal Representation Learning from Multiple Domains for Few-shot Classification - ICCV 2021, Cross-domain Few-shot Learning with Task…☆135Updated last year
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆138Updated 2 years ago
- This repository is the official Pytorch implementation of Self-Supervised Aggregation of Diverse Experts for Test-Agnostic Long-Tailed Re…☆153Updated 2 years ago
- Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)☆86Updated 3 years ago
- Code Repository for "Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition"☆27Updated 2 years ago
- [AAAI 2023] Generalized Category Discovery with Decoupled Prototypical Network☆34Updated 9 months ago
- ☆34Updated last year
- Pytorch code for CVPR2021 paper "Few-Shot Incremental Learning with Continually Evolved Classifiers"☆162Updated 3 years ago
- [CVPR 2022] Pytorch implementation for “Debiased Learning from Naturally Imbalanced Pseudo-Labels”☆97Updated 2 years ago
- Official Implementation of paper: PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery…☆43Updated 2 years ago
- Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"☆36Updated last year
- Papers about long-tailed tasks☆89Updated 2 years ago
- [ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class…☆86Updated last year
- Awesome Few-Shot Class-Incremental Learning☆234Updated last year
- "OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Salman Khan,…☆33Updated 2 years ago
- Twin Contrastive Learning with Noisy Labels (CVPR 2023)☆69Updated last year
- Code for NeurIPS 2022 paper “S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning“☆96Updated 6 months ago
- Parametric Contrastive Learning (ICCV2021) & GPaCo (TPAMI 2023)☆249Updated 6 months ago
- Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"☆282Updated 2 years ago
- PyTorch CZSL framework containing GQA, the open-world setting, and the CGE and CompCos methods.☆116Updated last year
- Code for ICLR 2023 paper (Oral) — Towards Stable Test-Time Adaptation in Dynamic Wild World☆176Updated last year
- A PyTorch implementation of the paper Targeted Supervised Contrastive Learning for Long-tailed Recognition☆99Updated last year
- code for our CVPR 2022 paper "DINE: Domain Adaptation from Single and Multiple Black-box Predictors"☆79Updated last year
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"☆135Updated last year