joey-wang123 / DRO-Task-free
Code for Improving Task-free Continual Learning by Distributionally Robust Memory Evolution (ICML 2022)
☆11Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for DRO-Task-free
- Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020☆17Updated last year
- Codebase for the paper titled "Continual learning with local module selection"☆25Updated 2 years ago
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)☆17Updated last year
- ☆38Updated last week
- ICLR 2022 (Spolight): Continual Learning With Filter Atom Swapping☆14Updated last year
- Continual Learning in Low-rank Orthogonal Subspaces (NeurIPS'20)☆34Updated 4 years ago
- This repositorie es the code of the paper Optimizing Reusable Knowledge for Continual Learning via Metalearning.☆11Updated 3 years ago
- "Scalable and Order-robust Continual Learning with Additive Parameter Decomposition", ICLR 2020☆22Updated 2 years ago
- ☆16Updated 2 years ago
- AFEC: Active Forgetting of Negative Transfer in Continual Learning (NeurIPS 2021)☆23Updated last year
- Code for NeurIPS 2021 paper "Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning".☆16Updated 3 years ago
- SparCL: Sparse Continual Learning on the Edge @ NeurIPS 22☆28Updated last year
- ☆13Updated last year
- PyTorch implementation of "Online Hyperparameter Optimization for Class-Incremental Learning" (AAAI 2023 Oral)☆17Updated last year
- ☆14Updated 4 years ago
- This repository is the official implementation of Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regulari…☆21Updated last year
- ✌[ICLR 2024] Class Incremental Learning via Likelihood Ratio Based Task Prediction☆27Updated 2 weeks ago
- Code Release for Learning to Adapt to Evolving Domains☆30Updated 3 years ago
- Neuro-Inspired Stability-Plasticity Adaptation for Sparse Continual Learning☆19Updated last year
- [Spotlight ICLR 2023 paper] Continual evaluation for lifelong learning with neural networks, identifying the stability gap.☆25Updated last year
- Official Implementation of CVPR 2022 paper: "Mimicking the Oracle: An Initial Phase Decorrelation Approach for Class Incremental Learning…☆34Updated last year
- ☆27Updated 3 years ago
- Memory Replay with Data Compression (ICLR 2022)☆15Updated last year
- ☆28Updated 3 years ago
- This is a public repository for:☆38Updated 3 years ago
- Codebase used in the paper "Foundational Models for Continual Learning: An Empirical Study of Latent Replay".☆30Updated last year
- Energy-Based Models for Continual Learning Official Repository (PyTorch)☆40Updated 2 years ago
- Official Implementation of CVPR2021 paper: Continual Learning via Bit-Level Information Preserving☆38Updated last year
- Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)☆93Updated last year
- Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning☆30Updated last year