[KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation
☆72Apr 16, 2026Updated 6 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
- Official code for "Continual Learning in the Frequency Domain" (NeurIPS 2024)☆14Mar 18, 2025Updated last year
- [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☆13Nov 17, 2023Updated 2 years ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 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 Repository for the ICML 2024 paper "Gradual Divergence for Seamless Adaptation: A Novel Domain Incremental Learning Method"☆17Sep 20, 2024Updated 2 years ago
- General Continual Learning Toolkits with FlyPrompt☆18Sep 4, 2026Updated last month
- The official code of the paper "MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series" [ICML 2024].☆15Mar 24, 2025Updated last year
- OnlineEWC and EWC++ implementations, the online versions of Elastic weight consolidation☆10Sep 4, 2019Updated 7 years ago
- Public WiFi Dataset☆17Jan 23, 2024Updated 2 years ago
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 years ago
- Micro-Influencer Recommendation by Multi-Perspective Account Representation Learning☆15Apr 8, 2026Updated 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
- [ACL 2026] Official implementation of "ZARA: Training-Free Motion Time-Series Reasoning via Evidence-Grounded LLM Agents☆22May 12, 2026Updated 5 months 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.
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learni…☆843May 20, 2026Updated 4 months ago
- ☆18Apr 20, 2024Updated 2 years ago
- Distribution Aware Tuning☆16Aug 29, 2024Updated 2 years ago
- CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)☆20Sep 26, 2023Updated 3 years ago
- (CVPR2024 Highlight) Novel Class Discovery for Ultra-Fine-Grained Visual Categorization (UFG-NCD)☆24Jul 1, 2024Updated 2 years ago
- ☆12Sep 24, 2026Updated 3 weeks ago
- [ICLR 2025] Official PyTorch implementation of our paper for general continual learning "Advancing Prompt-Based Methods for Replay-Indepe…☆18Dec 21, 2025Updated 9 months ago
- [KDD 2024] CAFO: Feature-Centric Explanation on Time Series Classification☆16Jun 17, 2024Updated 2 years ago
- Adaptive Sparse Attention and Robust Learning for Multimodal Dynamic Time Series☆21Mar 23, 2026Updated 6 months 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.
- Continual Learning of Electronic Health Records☆14Oct 10, 2025Updated last year
- ☆16Sep 29, 2024Updated 2 years ago
- signal denoising + modulation recognition☆11Aug 7, 2018Updated 8 years ago
- ☆15Dec 21, 2023Updated 2 years ago
- PyCIL: A Python Toolbox for Class-Incremental Learning☆1,111Jan 29, 2026Updated 8 months ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆142Jun 21, 2023Updated 3 years ago
- Code for paper "Source Data and Target Annotations Agnostic Transferability Representation for Source-Free Unsupervised Domain Adaptatio…☆16Jun 7, 2024Updated 2 years ago
- ☆10Feb 14, 2023Updated 3 years ago
- ☆18Dec 6, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [ECCV 2024] Versatile Incremental Learning: Towards Class and Domain-Agnostic Incremental Learning☆19Sep 23, 2024Updated 2 years ago
- Implementation of the InterpretTime framework☆57Apr 13, 2023Updated 3 years ago
- ☆25Jan 9, 2026Updated 9 months ago
- Awsome of VLM-CL. Continual Learning for VLMs: A Survey and Taxonomy Beyond Forgetting☆227Sep 4, 2026Updated last month
- SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model @ ICCV 2023 **AND** SLCA++: Unleash the Power …☆56Aug 17, 2024Updated 2 years ago
- ☆16Nov 29, 2024Updated last year
- Multi-level Online Sequential Experts (MOSE) for online continual learning problem. (CVPR2024)☆25Jul 28, 2026Updated 2 months ago