tyler-hayes / Embedded-CLLinks
PyTorch code for our CoLLAs-2022 paper "Online Continual Learning for Embedded Devices"
☆13Updated 2 years ago
Alternatives and similar repositories for Embedded-CL
Users that are interested in Embedded-CL are comparing it to the libraries listed below
Sorting:
- Code for CVPR paper: Computationally Budgeted Continual Learning: What Does Matter?☆18Updated last year
- Code for the CVPR 2023 Paper: "Real-Time Evaluation in Online Continual Learning: A New Hope"☆18Updated 9 months ago
- Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)☆124Updated 2 years ago
- Code Implementation for CVPR 2023 Paper: Class-Incremental Exemplar Compression for Class-Incremental Learning☆25Updated last year
- [Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.☆28Updated 2 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆96Updated 3 years ago
- Code to reproduce the experiments of "Rethinking Experience Replay: a Bag of Tricks for Continual Learning"☆46Updated 2 years ago
- Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…☆44Updated 3 years ago
- ☆57Updated 3 years ago
- PyTorch Implementation of the CVPR'22 Paper "Constrained Few-shot Class-incremental Learning"☆52Updated 3 years ago
- SparCL: Sparse Continual Learning on the Edge @ NeurIPS 22☆29Updated 2 years ago
- The code repository for "A Model or 603 Exemplars: Towards Memory-Efficient Class-Incremental Learning" (ICLR'23) in PyTorch☆43Updated 2 years ago
- ☆72Updated 2 years ago
- Official [ICLR] Code Repository for "Gradient Projection Memory for Continual Learning"☆90Updated 3 years ago
- Implementation of Latent Replay, a Continual Learning strategy for Real-Time / On The Edge applications☆14Updated 5 years ago
- Development kit for the CLVISION @ CVPR 2023 Challenge☆18Updated 2 years ago
- Code for CVPR2022 paper "Not Just Selection, but Exploration: Online Class-Incremental Continual Learning via Dual View Consistency"☆25Updated 2 years ago
- Code for our CVPR 2022 workshop paper "Towards Exemplar-Free Continual Learning in Vision Transformers"☆23Updated 2 years ago
- The official PyTorch code for ICLR'22 Paper "Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Lea…☆49Updated last year
- ☆64Updated 3 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆112Updated 2 years ago
- ☆26Updated 3 years ago
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆38Updated last year
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper☆49Updated 3 months ago
- PyTorch implementation of our NeurIPS 2021 paper "Class-Incremental Learning via Dual Augmentation"☆37Updated 2 years ago
- Official implementation of "On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning"☆14Updated 2 years ago
- (CVPR 2022) Energy-based Latent Aligner for Incremental Learning☆50Updated 2 years ago
- Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020☆17Updated 2 years ago
- ☆36Updated 3 years ago
- CLEAR benchmark (NeurIPS 2021 Dataset & Benchmark)☆26Updated 2 years ago