PyTorch code for the ICCV'21 paper: "Always Be Dreaming: A New Approach for Class-Incremental Learning"
☆62Oct 8, 2022Updated 3 years ago
Alternatives and similar repositories for AlwaysBeDreaming-DFCIL
Users that are interested in AlwaysBeDreaming-DFCIL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning, ECCV2022 [PyTorch Code]☆17Jul 23, 2022Updated 3 years ago
- R-DFCIL: Relation-Guided Representation Learning for Data-Free Class Incremental Learning, ECCV2022 [PyTorch Code]☆14Sep 19, 2022Updated 3 years ago
- PyTorch implementation of our CVPR2021 (oral) paper "Prototype Augmentation and Self-Supervision for Incremental Learning"☆118May 13, 2023Updated 2 years ago
- Official codebase of the "Rehearsal revealed:The limits and merits of revisiting samples in continual learning" paper.☆29Oct 20, 2021Updated 4 years ago
- ☆30Nov 22, 2020Updated 5 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.
- Official PyTorch implementation of Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion (CVPR 2020)☆516Jan 25, 2023Updated 3 years ago
- The official PyTorch code for 'DER: Dynamically Expandable Representation for Class Incremental Learning' accepted by CVPR2021☆172Oct 29, 2021Updated 4 years ago
- Official Implementation of the ECCV 2022 Paper "Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer"☆18Aug 14, 2022Updated 3 years ago
- Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)☆99Feb 26, 2023Updated 3 years ago
- A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).☆409Oct 3, 2023Updated 2 years ago
- Co^2L: Contrastive Continual Learning (ICCV2021)☆100Mar 30, 2022Updated 3 years ago
- ☆30Aug 8, 2021Updated 4 years ago
- Semantic Drift Compensation for Class-Incremental Learning (CVPR2020)☆120Aug 11, 2020Updated 5 years ago
- Codebase for the paper titled "Continual learning with local module selection"☆25Nov 15, 2021Updated 4 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.
- ☆60Apr 1, 2022Updated 3 years ago
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.☆563May 26, 2023Updated 2 years ago
- Class Incremental learning, Task Incremental Learning☆17Dec 19, 2022Updated 3 years ago
- ☆33May 19, 2023Updated 2 years ago
- Pytorch implementation for "The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction"☆33Sep 9, 2022Updated 3 years ago
- CV codes from CIAM Group at SUSTech, Shenzhen, China☆11Aug 26, 2024Updated last year
- Code for "Self-Sustaining Representation Expansion for Non-Exemplar Class-Incremental Learning"☆21Oct 26, 2022Updated 3 years ago
- Evaluate three types of task shifting with popular continual learning algorithms.☆524Apr 26, 2021Updated 4 years ago
- Learning a Unified Classifier Incrementally via Rebalancing☆194Apr 23, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Implementation for the paper "Learning Invariant Representation for Continual Learning" in PyTorch.☆12Jan 31, 2021Updated 5 years ago
- ☆14Mar 6, 2022Updated 4 years ago
- Class Incremental Learning☆30Aug 19, 2023Updated 2 years ago
- ☆59Mar 23, 2022Updated 4 years ago
- Continual Learning with Transformer☆25Sep 8, 2022Updated 3 years ago
- Code Release for Learning to Adapt to Evolving Domains☆31Jul 21, 2021Updated 4 years ago
- ☆21Apr 27, 2024Updated last year
- ☆29Oct 20, 2021Updated 4 years ago
- A collection of online continual learning paper implementations and tricks for computer vision in PyTorch, including our ASER(AAAI-21), S…☆419May 30, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆37Apr 16, 2021Updated 4 years ago
- ICLR 2022 (Spolight): Continual Learning With Filter Atom Swapping☆16Jul 5, 2023Updated 2 years ago
- ☆18Oct 29, 2021Updated 4 years ago
- IIRC: Incremental Implicitly Refined Classification☆30Dec 15, 2022Updated 3 years ago
- Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ …☆471Jul 30, 2024Updated last year
- Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need (IJCV 2024)☆151Aug 25, 2024Updated last year
- Official repository of the paper 'Essentials for Class Incremental Learning'☆42Sep 16, 2021Updated 4 years ago