Alternatives and similar repositories for Awesome-open-world-learning

Users that are interested in Awesome-open-world-learning are comparing it to the libraries listed below

• deeplearning-wisc / opencon
  Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"
  ☆39Updated 2 years ago
• xiaoboxia / CDR
  ICLR‘2021: Robust Early-learning: Hindering the Memorization of Noisy Labels
  ☆78Updated 4 years ago
• snap-stanford / orca
  [ICLR 2022] Open-World Semi-Supervised Learning
  ☆106Updated 3 years ago
• LAMDA-CL / RevisitingCIL
  Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)
  ☆153Updated last year
• VisionLearningGroup / OP_Match
  ☆60Updated 2 years ago
• nayeemrizve / OpenLDN
  "OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Salman Khan,…
  ☆36Updated 2 years ago
• deeplearning-wisc / cider
  PyTorch implementation of CIDER (How to exploit hyperspherical embeddings for out-of-distribution detection), ICLR 2023
  ☆63Updated 2 years ago
• Impression2805 / IL2A
  PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"
  ☆40Updated 3 years ago
• LAMDA-CL / CVPR21-Proser
  Learning Placeholders for Open-Set Recognition (CVPR'21 Oral)
  ☆96Updated 4 years ago
• CanPeng123 / FSCIL_ALICE
  ☆33Updated 2 years ago
• CVMI-Lab / SimGCD
  (ICCV 2023) Parametric Classification for Generalized Category Discovery: A Baseline Study
  ☆125Updated 2 years ago
• nayeemrizve / TRSSL
  "Towards Realistic Semi-Supervised Learning" by Mamshad Nayeem Rizve, Navid Kardan, Mubarak Shah (ECCV 2022)
  ☆41Updated 2 years ago
• gydpku / OCM
  ☆30Updated 2 years ago
• thu-ml / HiDe-Prompt
  Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)
  ☆90Updated last year
• miniHuiHui / awesome-out-of-distribution-detection
  Paper of out of distribution detection and generalization
  ☆56Updated 2 years ago
• hongjoon0805 / SS-IL-Official
  ☆37Updated 4 years ago
• sun-hailong / CVPR24-Ease
  [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.
  ☆80Updated 10 months ago
• Impression2805 / CVPR21_PASS
  PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"
  ☆119Updated 2 years ago
• chaht01 / Co2L
  Co^2L: Contrastive Continual Learning (ICCV2021)
  ☆99Updated 3 years ago
• changwxx / UniOT-for-UniDA
  Source code for the NeurIPS 2022 Spotlight paper: "Unified Optimal Transport Framework for Universal Domain Adaptation"
  ☆63Updated 3 years ago
• GZWQ / Awesome-Long-Tailed
  Papers about long-tailed tasks
  ☆90Updated 3 years ago
• sesmae / ZOC
  This repository is the official implementation of the aaai2022 paper "Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Mo…
  ☆21Updated 2 years ago
• NeuralCollapseApplications / FSCIL
  [ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class…
  ☆93Updated 2 years ago
• G-U-N / ICLR23-BEEF
  The implementation for ICLR2023 paper: "BEEF: Bi-Compatible Class-Incremental Learning via Energy-Based Expansion and Fusion" in PyTorch.
  ☆18Updated 2 years ago
• Yujun-Shi / CwD
  Official Implementation of CVPR 2022 paper: "Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning…
  ☆35Updated 2 years ago
• FengHZ / CoSDA
  The official implementation of our work CoSDA: Continual Source-Free Domain Adaptation.
  ☆44Updated 2 years ago
• xialeiliu / Long-Tailed-CIL
  ☆56Updated 2 years ago
• sun-hailong / Awesome-Incremental-Learning-with-Pre-trained-Models
  📝 🎉 A curated list of awesome papers for incremental learning with pre-trained models
  ☆57Updated 7 months ago
• yaoxufeng / PCL-Proxy-based-Contrastive-Learning-for-Domain-Generalization
  ☆62Updated 3 years ago
• KaihuaTang / Generalized-Long-Tailed-Benchmarks.pytorch
  [ECCV 2022] A generalized long-tailed challenge that incorporates both the conventional class-wise imbalance and the overlooked attribute…
  ☆125Updated last month