[KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation
☆67Apr 16, 2026Updated last month
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:
- [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
- Public WiFi Dataset☆17Jan 23, 2024Updated 2 years ago
- ☆17Apr 20, 2024Updated 2 years ago
- Official code for "Continual Learning in the Frequency Domain" (NeurIPS 2024)☆14Mar 18, 2025Updated last year
- 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.
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 4 years ago
- 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☆44Apr 8, 2024Updated 2 years ago
- The official code of the paper "MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series" [ICML 2024].☆14Mar 24, 2025Updated last year
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 years ago
- SIT (Signature-Informed Transformer For Asset Allocation)☆20Nov 26, 2025Updated 6 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…☆812May 19, 2026Updated last week
- 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
- (CVPR2024 Highlight) Novel Class Discovery for Ultra-Fine-Grained Visual Categorization (UFG-NCD)☆24Jul 1, 2024Updated last year
- [KDD 2024] CAFO: Feature-Centric Explanation on Time Series Classification☆15Jun 17, 2024Updated last year
- Continual Learning of Electronic Health Records☆14Oct 10, 2025Updated 7 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
- This is the official implementation of "CoPINN: Cognitive Physics-informed Neural Network" (ICML 2025, Spotlight)☆21Apr 12, 2026Updated last month
- An Explainable Neural Network for Fault Diagnosis With a Frequency Activation Map☆14Dec 30, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,080Jan 29, 2026Updated 3 months ago
- This code is provided to reproduce results from my paper "Open-Set Gait Recognition from Sparse mmWave Radar Point Clouds"☆16Jul 16, 2025Updated 10 months ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆137Jun 21, 2023Updated 2 years ago
- ☆10Feb 14, 2023Updated 3 years ago
- ☆41Mar 2, 2026Updated 2 months ago
- Code for paper "Source Data and Target Annotations Agnostic Transferability Representation for Source-Free Unsupervised Domain Adaptatio…☆15Jun 7, 2024Updated last year
- [IEEE IOT-J] Official Repository for The Paper, CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network☆20Sep 29, 2025Updated 7 months ago
- The code repository for "Task-Agnostic Guided Feature Expansion for Class-Incremental Learning" (CVPR25)☆26Dec 31, 2025Updated 4 months ago
- ☆17Dec 6, 2020Updated 5 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.
- 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
- [ECCV 2024] Versatile Incremental Learning: Towards Class and Domain-Agnostic Incremental Learning☆18Sep 23, 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
- Multi-level Online Sequential Experts (MOSE) for online continual learning problem. (CVPR2024)☆25Nov 21, 2025Updated 6 months ago
- A Comprehensive Survey on Continual Learning in Generative Models.☆150Feb 14, 2026Updated 3 months ago
- This includes the codebase for EntroPE (Entropy-Guided Dynamic Patch Encoder for Time Series Forecasting) paper.☆44May 6, 2026Updated 2 weeks ago