neu-spiral / SparCL
SparCL: Sparse Continual Learning on the Edge @ NeurIPS 22
☆29Updated last year
Alternatives and similar repositories for SparCL:
Users that are interested in SparCL are comparing it to the libraries listed below
- [Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.☆27Updated 2 years ago
- Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)☆96Updated 2 years ago
- Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)☆123Updated 2 years ago
- Codebase for the paper titled "Continual learning with local module selection"☆25Updated 3 years ago
- Online Coreset Selection for Rehearsal-based Continual Learning, ICLR 2022☆24Updated 2 years ago
- ☆25Updated 3 years ago
- Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020☆17Updated 2 years ago
- CLEAR benchmark (NeurIPS 2021 Dataset & Benchmark)☆26Updated last year
- Code for "Surgical Fine-Tuning Improves Adaptation to Distribution Shifts" published at ICLR 2023☆29Updated last year
- ☆38Updated 5 months ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆95Updated 3 years ago
- Code for NeurIPS 2021 paper "Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning".☆16Updated 3 years ago
- Code for CVPR paper: Computationally Budgeted Continual Learning: What Does Matter?☆18Updated last year
- The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Lea…☆47Updated last year
- ☆63Updated last year
- ☆63Updated 3 years ago
- Model Zoos for Continual Learning (ICLR 22)☆44Updated last year
- ☆16Updated 6 months ago
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆89Updated 3 years ago
- The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch☆41Updated 2 years ago
- Development kit for the CLVISION @ CVPR 2023 Challenge☆18Updated last year
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper☆45Updated last month
- Code for the paper "Efficient Dataset Distillation using Random Feature Approximation"☆37Updated 2 years ago
- "Scalable and Order-robust Continual Learning with Additive Parameter Decomposition", ICLR 2020☆22Updated 2 years ago
- ICLR 2022 (Spolight): Continual Learning With Filter Atom Swapping☆16Updated last year
- Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality (NeurIPS 2023, Spotlight)☆82Updated 4 months ago
- Official repository for "CLIP model is an Efficient Continual Learner".☆92Updated 2 years ago
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆135Updated 7 months ago
- [CVPR 2023] Regularizing Second-Order Influences for Continual Learning☆34Updated last year
- Neuro-Inspired Stability-Plasticity Adaptation for Sparse Continual Learning☆20Updated 2 years ago