[NeurIPS 2025 Spotlight] Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective
☆51Jan 6, 2026Updated 3 months ago
Alternatives and similar repositories for SRSNet
Users that are interested in SRSNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The code for TFPS☆65Nov 8, 2024Updated last year
- ☆48Aug 6, 2025Updated 8 months ago
- Semantics-Aware Patch Encoding and Hierarchical Dependency Modeling for Long-Term Time Series Forecasting☆49Aug 7, 2025Updated 8 months ago
- ☆27Feb 28, 2025Updated last year
- ☆30Mar 12, 2026Updated 3 weeks 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.
- for the realization of TDformer in the paper "First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting", thank you ve…☆37Apr 17, 2023Updated 2 years ago
- A novel time series forecasting method, Times2D, transforms 1D data into 2D space using multi-period decomposition and derivative heatmap…☆34Nov 13, 2025Updated 4 months ago
- [AAAI 2026] Official implementation of "TimeMosaic: Information-Density Guided Time Series Forecasting via Adaptive Granularity Patch and…☆73Mar 24, 2026Updated 2 weeks ago
- Multivariate time series forecasting☆224May 9, 2025Updated 11 months ago
- Analyzing multiple multivariate time series datasets and using LSTMs and Nonparametric Dynamic Thresholding to detect anomalies across va…☆21Jul 12, 2022Updated 3 years ago
- PyTorch Implementation of "TimeFilter: Patch-Specific Spatial-Temporal Graph Filtration for Time Series Forecasting" (ICML 2025)☆105Jun 27, 2025Updated 9 months ago
- [JBHI 2024] CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging☆16Jun 6, 2025Updated 10 months ago
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆37Apr 15, 2025Updated 11 months ago
- ☆20Feb 14, 2025Updated last year
- 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.
- [CIKM2025] SemiSegECG: A Multi-Dataset Benchmark for Semi-Supervised Semantic Segmentation in ECG Delineation☆17Jan 21, 2026Updated 2 months ago
- ☆78Feb 14, 2025Updated last year
- Using Kaldi x-vector method to train speaker recognition model on aishell database.☆17Aug 19, 2021Updated 4 years ago
- PiX: Dynamic Channel Sampling for ConvNets (CVPR 2024)☆14Jun 14, 2024Updated last year
- ☆30Nov 10, 2023Updated 2 years ago
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆128Mar 19, 2025Updated last year
- Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.☆28Apr 7, 2024Updated 2 years ago
- [TMLR 2025] This is the official code of our Paper "DeformTime: Capturing Variable Dependencies with Deformable Attention for Time Series…☆40Dec 20, 2025Updated 3 months ago
- The official implementation of "FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of Experts"☆45Mar 17, 2025Updated last year
- 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.
- ☆12Jan 5, 2023Updated 3 years ago
- ☆13Nov 7, 2025Updated 5 months ago
- This is the project of my undergraduate thesis, an enhanced Capsule Network that integrates EEG and ECG signals for improved emotion reco…☆13Jan 17, 2024Updated 2 years ago
- ☆12Apr 18, 2023Updated 2 years ago
- LLMAD code☆25Oct 31, 2024Updated last year
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆10Apr 30, 2023Updated 2 years ago
- 这是一个构建推荐系统的git.☆11Aug 11, 2019Updated 6 years ago
- Source code of ICML'22 paper: FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting☆10Jun 10, 2022Updated 3 years ago
- [KBS'25]Official Implement of "PRADA: Prompt-guided Representation Alignment and Dynamic Adaption for Time Series Forecasting".☆15May 28, 2025Updated 10 months 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.
- 一个开源数学大模型项目,旨在探索大模型是否具有数学创造能力,以及大模型在前沿数学研究中的潜在能力。☆18Mar 19, 2026Updated 3 weeks ago
- Code acompaning the paper titled "Mamba time series forecasting with uncertainty quantification"☆21Aug 8, 2025Updated 8 months ago
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆20Apr 25, 2025Updated 11 months ago
- [EMNLP Findings 2025]. NLP-ADBench is a comprehensive benchmarking tool designed for Anomaly Detection in Natural Language Processing (NL…☆21Oct 9, 2025Updated 6 months ago
- Code for the paper Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting☆41Jun 13, 2024Updated last year
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆67Aug 13, 2024Updated last year
- AAAI2025☆11Apr 18, 2025Updated 11 months ago