PyTorch implementation of the Deep SLDA method from our CVPRW-2020 paper "Lifelong Machine Learning with Deep Streaming Linear Discriminant Analysis"
☆57Aug 29, 2022Updated 3 years ago
Alternatives and similar repositories for Deep_SLDA
Users that are interested in Deep_SLDA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch implementation of the ExStream method from our ICRA-2019 paper "Memory Efficient Experience Replay for Streaming Learning"☆22Nov 26, 2019Updated 6 years ago
- End-to-end Deep Linear Discriminant Analysis in Pytorch.☆18Mar 22, 2021Updated 5 years ago
- PyTorch implementation of the REMIND method from our ECCV-2020 paper "REMIND Your Neural Network to Prevent Catastrophic Forgetting"☆83Sep 20, 2023Updated 2 years ago
- PyTorch implementation of the SIESTA algorithm from our TMLR-2023 paper "SIESTA: Efficient Online Continual Learning with Sleep"☆13Oct 25, 2024Updated last year
- ☆26Jul 3, 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.
- ☆10May 16, 2025Updated last year
- Official implementation of "RODEO: Replay for Online Object Detection", BMVC 2020☆26Jun 29, 2021Updated 4 years ago
- Pytorch implementation of paper "Distillation Techniques for Pseudo-rehearsal Based Incremental Learning"☆14May 5, 2026Updated last month
- Code for "Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent" (ICML 2020 - Lifelong Learning Workshop)☆44Oct 10, 2022Updated 3 years ago
- We introduce a model of lifelong learning, based on a Network of Experts. New tasks / experts are learned and added to the model sequenti…☆11Aug 8, 2017Updated 8 years ago
- A PyTorch framework for Continual Learning research.☆23Dec 7, 2023Updated 2 years ago
- An implementation of Deep Linear Discriminant Analysis (DeepLDA) in Keras☆41Apr 15, 2018Updated 8 years ago
- RanPAC: Random Projections and Pre-trained Models for Continual Learning - Official code repository for NeurIPS 2023 Published Paper☆58Feb 15, 2025Updated last year
- Official Repository for the ICML 2024 paper "Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method"☆15Sep 20, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for CVPR 2024 paper - Resurrecting Old Classes with New Data for Exemplar-Free Continual Learning☆31Nov 12, 2024Updated last year
- Seed repo for CVPR'21 Continual Learning Challenge☆13Apr 26, 2021Updated 5 years ago
- ☆24May 30, 2024Updated 2 years ago
- Started as a Team Project for CS690D at UMass Amherst, now turning into pytorch implementation of hyperbolic neural networks using Poinca…☆12Dec 8, 2022Updated 3 years ago
- Base Code of "LifeLonger: A Benchmark for Continual Disease Classification, MICCAI, 2022"☆22Dec 29, 2022Updated 3 years ago
- Reversal Curse Experiment☆15Sep 24, 2023Updated 2 years ago
- Demonstrates failures of bias mitigation methods under varying types/levels of biases (WACV 2021)☆26Mar 31, 2024Updated 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
- Diagnosing Vulnerability of Variational Auto-Encoders to Adversarial Attacks☆13Feb 15, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Learning a Unified Classifier Incrementally via Rebalancing☆196Apr 23, 2021Updated 5 years ago
- macOS 提高输入效率:输入法文本替换列表、Alfred Snippets☆14Jul 18, 2024Updated last year
- [CVPR2025] Rethinking Query-based Transformer for Continual Image Segmentation☆49Jul 16, 2025Updated 10 months ago
- This is the implementation of Online Task-Free Continual Generative and Discriminative Learning via Dynamic Cluster Memory☆15Jul 28, 2024Updated last year
- ☆14Jun 8, 2018Updated 8 years ago
- Code for PCA-OGD (AISTATS 2021)☆11Mar 16, 2021Updated 5 years ago
- Repository for Nature Communications paper entitled "Sleep-like Unsupervised Replay Reduces Catastrophic Forgetting in Artificial Neural …☆15Oct 28, 2022Updated 3 years ago
- ☆32May 24, 2024Updated 2 years ago
- Official code of "Generating Instance-level Prompts for Rehearsal-free Continual Learning (ICCV 2023)"☆41Nov 10, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [ICLR 2024] - Elastic Feature Consolidation for Cold Start Exemplar-Free Incremental Learning☆34May 26, 2025Updated last year
- ExCon: Explanation-driven Supervised Contrastive Learning☆18Dec 30, 2021Updated 4 years ago
- [CVPR2023] Federated Incremental Semantic Segmentation☆40Nov 5, 2023Updated 2 years ago
- Simplified code for our paper "GDumb: A Simple Approach that Questions Our Progress in Continual Learning". Easily extensible to various …☆93Oct 4, 2023Updated 2 years ago
- Official Pytorch implementation of Online Continual Learning on Class Incremental Blurry Task Configuration with Anytime Inference (ICLR …☆55Sep 7, 2022Updated 3 years ago
- ☆10Aug 5, 2020Updated 5 years ago
- [NeurIPS 2024] GACL: Exemplar-Free Generalized Analytic Continual Learning☆17Nov 5, 2024Updated last year