Code for "Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning"
☆21Oct 26, 2022Updated 3 years ago
Alternatives and similar repositories for SSRE
Users that are interested in SSRE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Jul 4, 2024Updated last year
- [ICCV 2023] Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning☆30Dec 25, 2024Updated last year
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆118May 13, 2023Updated 2 years ago
- R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning, ECCV2022 [PyTorch Code]☆14Sep 19, 2022Updated 3 years ago
- [CVPR2024] FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning☆17Apr 18, 2025Updated 11 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆14Jun 19, 2023Updated 2 years ago
- (CVPR 2022) Energy-based Latent Aligner for Incremental Learning☆51Dec 19, 2022Updated 3 years ago
- ICLR2024 paper on Continual Learning☆37Apr 21, 2024Updated last year
- Generative Feature Replay For Class-Incremental Learning☆38Apr 16, 2020Updated 5 years ago
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆82Apr 1, 2025Updated 11 months ago
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆91Nov 15, 2024Updated last year
- ☆50Apr 5, 2025Updated 11 months ago
- Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting, (ICCV'21)☆14Aug 4, 2022Updated 3 years ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆280Nov 7, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆35Jan 3, 2022Updated 4 years ago
- ☆21Mar 12, 2025Updated last year
- Official implementation for "Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning"☆12Jun 20, 2025Updated 9 months ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,063Jan 29, 2026Updated last month
- Co^2L: Contrastive Continual Learning (ICCV2021)☆100Mar 30, 2022Updated 3 years ago
- A PyTorch framework for Continual Learning research.☆23Dec 7, 2023Updated 2 years ago
- ☆11May 16, 2025Updated 10 months ago
- Feature Translation for Exemplar-Free Class-Incremental Learning☆47Jun 5, 2023Updated 2 years ago
- (NeurIPS 2024) Happy: A Debiased Learning Framework for Continual Generalized Category Discovery☆45Nov 25, 2025Updated 4 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- PyTorch code for the CVPR'23 paper: "ConStruct-VL: Data-Free Continual Structured VL Concepts Learning"☆14Feb 5, 2024Updated 2 years ago
- 📝 🎉 A curated list of awesome papers for incremental learning with pre-trained models☆58Jun 9, 2025Updated 9 months ago
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆571Jan 29, 2026Updated last month
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆120Aug 11, 2020Updated 5 years ago
- Consistent Prompting for Rehearsal-Free Continual Learning [CVPR2024]☆35Jun 12, 2025Updated 9 months ago
- (ECCV2024) Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class Discovery (TextGCD)☆22Nov 26, 2025Updated 3 months ago
- External Knowledge Injection for CLIP-Based Class-Incremental Learning (ICCV 2025)☆54Nov 19, 2025Updated 4 months ago
- Test-Time Label-Shift Adaptation☆13May 24, 2023Updated 2 years ago
- The code repository for "Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration" (NeurIPS'23) in PyTorch☆69Jan 14, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- PyTorch code for the ICCV'21 paper: "Always Be Dreaming: A New Approach for Class-Incremental Learning"☆62Oct 8, 2022Updated 3 years ago
- Details of the datasets for Few-shot class-incremental audio classification☆11Dec 6, 2023Updated 2 years ago
- PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"☆39Aug 7, 2022Updated 3 years ago
- Official repository of the paper 'Essentials for Class Incremental Learning'☆42Sep 16, 2021Updated 4 years ago
- PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22☆125Feb 12, 2023Updated 3 years ago
- ☆30Nov 4, 2023Updated 2 years ago
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆151Aug 25, 2024Updated last year