A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.
☆358Jan 27, 2026Updated 2 months ago
Alternatives and similar repositories for Awesome-Forgetting-in-Deep-Learning
Users that are interested in Awesome-Forgetting-in-Deep-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆608May 11, 2024Updated last year
- A curated list of Continual Learning papers and BibTeX entries☆202Oct 21, 2024Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆802Updated this week
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,071Jan 29, 2026Updated 2 months ago
- Awesome Incremental Learning☆4,447Mar 18, 2026Updated last month
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The official implementation of Hard Negative Sampling via Large Language Models for Recommendation.☆11Jan 17, 2026Updated 3 months ago
- [CSUR 2025] Continual Learning of Large Language Models: A Comprehensive Survey☆540Dec 23, 2025Updated 3 months ago
- Class-Incremental Learning: A Survey (TPAMI 2024)☆280Nov 7, 2024Updated last year
- Existing Literature about Machine Unlearning☆962Aug 29, 2025Updated 7 months ago
- Continual Learning papers list, curated by ContinualAI☆703Apr 22, 2024Updated last year
- A paper list of our recent survey on continual learning, and other useful resources in this field.☆107Feb 21, 2024Updated 2 years ago
- [CVPR 2024] The code repository for "Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning" in PyTorch.☆83Apr 1, 2025Updated last year
- Code for NeurIPS 2022 paper “S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning“☆107Sep 26, 2024Updated last year
- [ICLR 2025 Oral🔥] SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning☆87Jun 27, 2025Updated 9 months ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆151Mar 27, 2026Updated 3 weeks ago
- 📝 🎉 A curated list of awesome papers for incremental learning with pre-trained models☆59Jun 9, 2025Updated 10 months ago
- PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Class…☆1,842Nov 5, 2025Updated 5 months ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆473Jul 30, 2024Updated last year
- PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"☆40Aug 7, 2022Updated 3 years ago
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆90Nov 15, 2024Updated last year
- PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22☆200Oct 14, 2023Updated 2 years ago
- [CVPR 2023] Regularizing Second-Order Influences for Continual Learning☆38May 19, 2023Updated 2 years ago
- An Efficient Dataset Condensation Plugin and Its Application to Continual Learning. NeurIPS, 2023.☆12Nov 29, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"☆156Oct 5, 2023Updated 2 years ago
- ☆16Feb 8, 2024Updated 2 years ago
- PyTorch implementation of our CVPR 2024 paper "Unified Entropy Optimization for Open-Set Test-Time Adaptation"☆35Aug 30, 2024Updated last year
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆103Oct 28, 2024Updated last year
- ☆33Feb 24, 2025Updated last year
- Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.☆53May 8, 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
- ☆64Sep 29, 2024Updated last year
- PyTorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22☆125Feb 12, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Avalanche: an End-to-End Library for Continual Learning based on PyTorch.☆2,048Mar 11, 2025Updated last year
- The code repository for "Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning" (ICML24)☆11Jun 7, 2024Updated last year
- ✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction☆30Oct 29, 2024Updated last year
- This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…☆22Mar 4, 2025Updated last year
- A list of papers that studies Novel Class Discovery☆518Feb 15, 2026Updated 2 months ago
- External Knowledge Injection for CLIP-Based Class-Incremental Learning (ICCV 2025)☆56Nov 19, 2025Updated 4 months ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆421May 30, 2023Updated 2 years ago