[KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation
☆67Apr 16, 2026Updated 2 months ago
Alternatives and similar repositories for TSCIL
Users that are interested in TSCIL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆12Apr 13, 2024Updated 2 years ago
- ☆38Jul 14, 2025Updated 11 months ago
- [Nature Communications 2021] Continual learning of AI models on ECG data with CLOPS☆21Oct 19, 2022Updated 3 years ago
- WiSR: Wireless Domain Generalization Based on Style Randomization☆12Nov 17, 2023Updated 2 years ago
- ☆18Apr 20, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Official code for "Continual Learning in the Frequency Domain" (NeurIPS 2024)☆14Mar 18, 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
- Code for "A Comprehensive Empirical Evaluation on Online Continual Learning" ICCVW 2023 VCL Workshop☆45Apr 8, 2024Updated 2 years ago
- OnlineEWC and EWC++ implementations, the online versions of Elastic weight consolidation☆11Sep 4, 2019Updated 6 years ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 years ago
- SIT (Signature-Informed Transformer For Asset Allocation)☆24Nov 26, 2025Updated 7 months ago
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆825May 20, 2026Updated last month
- Distribution Aware Tuning☆16Aug 29, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)☆20Sep 26, 2023Updated 2 years ago
- [KDD 2024] CAFO: Feature-Centric Explanation on Time Series Classification☆15Jun 17, 2024Updated 2 years ago
- Continual Learning of Electronic Health Records☆14Oct 10, 2025Updated 8 months ago
- signal denoising + modulation recognition☆11Aug 7, 2018Updated 7 years ago
- ☆16Sep 29, 2024Updated last year
- Federated reconnaissance mini-ImageNet benchmark and baseline models☆13Sep 2, 2021Updated 4 years ago
- ☆16Dec 21, 2023Updated 2 years ago
- An Explainable Neural Network for Fault Diagnosis With a Frequency Activation Map☆15Dec 30, 2021Updated 4 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,092Jan 29, 2026Updated 5 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- This code is provided to reproduce results from my paper "Open-Set Gait Recognition from Sparse mmWave Radar Point Clouds"☆16Jul 16, 2025Updated 11 months ago
- ☆10Feb 14, 2023Updated 3 years ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆137Jun 21, 2023Updated 3 years ago
- Code for paper "Source Data and Target Annotations Agnostic Transferability Representation for Source-Free Unsupervised Domain Adaptatio…☆15Jun 7, 2024Updated 2 years ago
- [IEEE IOT-J] Official Repository for The Paper, CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network☆21Sep 29, 2025Updated 9 months ago
- ☆17Dec 6, 2020Updated 5 years ago
- SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model @ ICCV 2023 **AND** SLCA++: Unleash the Power …☆54Aug 17, 2024Updated last year
- ☆16Nov 29, 2024Updated last year
- Adaptive Decomposition and Extraction Network of Individual Fingerprint Features for Specific Emitter Identification☆13Aug 25, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Multi-level Online Sequential Experts (MOSE) for online continual learning problem. (CVPR2024)☆25Nov 21, 2025Updated 7 months ago
- The code for TFPS☆69Nov 8, 2024Updated last year
- A Comprehensive Survey on Continual Learning in Generative Models.☆160Jun 1, 2026Updated last month
- This includes the codebase for EntroPE (Entropy-Guided Dynamic Patch Encoder for Time Series Forecasting) paper.☆45May 6, 2026Updated last month
- Modulation Classification From Transformer☆13Feb 8, 2021Updated 5 years ago
- An Incremental Learning, Continual Learning, and Life-Long Learning Repository☆609May 11, 2024Updated 2 years ago
- Source code for "Gradient Based Memory Editing for Task-Free Continual Learning", 4th Lifelong ML Workshop@ICML 2020☆17Dec 8, 2022Updated 3 years ago