Code for "Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning"
☆22Oct 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
Sorting:
- ☆12Jul 4, 2024Updated last year
- [ICCV 2023] Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning☆31Dec 25, 2024Updated last year
- R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning, ECCV2022 [PyTorch Code]☆15Sep 19, 2022Updated 3 years ago
- [CVPR2024] FCS: Feature Calibration and Separation for Non-Exemplar Class Incremental Learning☆16Apr 18, 2025Updated 10 months ago
- (CVPR 2022) Energy-based Latent Aligner for Incremental Learning☆51Dec 19, 2022Updated 3 years ago
- ☆15Jun 19, 2023Updated 2 years ago
- [NeurIPS 2025] ViewPoint: Panoramic Video Generation with Pretrained Diffusion Models☆31Jul 1, 2025Updated 8 months ago
- Code for NeurIPS 2023 paper - FeCAM: Exploiting the Heterogeneity of Class Distributions in Exemplar-Free Continual Learning☆41Nov 12, 2024Updated last year
- ICLR2024 paper on Continual Learning☆37Apr 21, 2024Updated last year
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆81Apr 1, 2025Updated 11 months ago
- Feature Translation for Exemplar-Free Class-Incremental Learning☆48Jun 5, 2023Updated 2 years ago
- ☆51Apr 5, 2025Updated 11 months ago
- ☆35Jan 3, 2022Updated 4 years ago
- A PyTorch framework for Continual Learning research.☆23Dec 7, 2023Updated 2 years ago
- Generative Feature Replay For Class-Incremental Learning☆38Apr 16, 2020Updated 5 years ago
- ☆21Mar 12, 2025Updated 11 months ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆278Nov 7, 2024Updated last year
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆89Nov 15, 2024Updated last year
- 📝 🎉 A curated list of awesome papers for incremental learning with pre-trained models☆58Jun 9, 2025Updated 8 months ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,057Jan 29, 2026Updated last month
- Preventing Zero-Shot Transfer Degradation in Continual Learning of Vision-Language Models☆109Mar 5, 2024Updated 2 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆99Mar 30, 2022Updated 3 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
- PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22☆126Feb 12, 2023Updated 3 years ago
- Official implementation for "Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning"☆12Jun 20, 2025Updated 8 months ago
- Coursework for Mathematics for Machine Learning (70015) at Imperial College London☆10Nov 12, 2024Updated last year
- 🎉 PILOT: A Pre-trained Model-Based Continual Learning Toolbox☆567Jan 29, 2026Updated last month
- External Knowledge Injection for CLIP-Based Class-Incremental Learning (ICCV 2025)☆51Nov 19, 2025Updated 3 months ago
- ☆31Nov 4, 2023Updated 2 years ago
- Consistent Prompting for Rehearsal-Free Continual Learning [CVPR2024]☆36Jun 12, 2025Updated 8 months ago
- Code for "APTBench: Benchmarking Agentic Potential of Base LLMs During Pre-Training"☆38Dec 23, 2025Updated 2 months ago
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆152Aug 25, 2024Updated last year
- Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022☆149Jun 30, 2022Updated 3 years ago
- Official implementation of AAAI 2023 paper "Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference…☆38Feb 25, 2023Updated 3 years ago
- ☆11May 16, 2025Updated 9 months ago
- Test-Time Label-Shift Adaptation☆13May 24, 2023Updated 2 years ago
- Exercises, tutorials and exam practice for the coding aspect of MSc Computing Science at Imperial College (2015/16)☆7May 1, 2016Updated 9 years ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆473Jul 30, 2024Updated last year
- This is a public repository for:☆39Aug 11, 2021Updated 4 years ago