[NeurIPS 2025 Spotlight] Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective
☆49Jan 6, 2026Updated 2 months ago
Alternatives and similar repositories for SRSNet
Users that are interested in SRSNet are comparing it to the libraries listed below
Sorting:
- The code for TFPS☆64Nov 8, 2024Updated last year
- ☆47Aug 6, 2025Updated 7 months ago
- ☆27Feb 28, 2025Updated last year
- ☆30Mar 12, 2026Updated last week
- 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
- [AAAI 2026] Official implementation of "TimeMosaic: Information-Density Guided Time Series Forecasting via Adaptive Granularity Patch and…☆72Jan 28, 2026Updated last month
- Multivariate time series forecasting☆223May 9, 2025Updated 10 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 8 months ago
- [JBHI 2024] CareSleepNet: A Hybrid Deep Learning Network for Automatic Sleep Staging☆15Jun 6, 2025Updated 9 months ago
- MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification [AAAI 2025]☆37Apr 15, 2025Updated 11 months ago
- ☆21Feb 14, 2025Updated last year
- ☆78Feb 14, 2025Updated last year
- PyTorch Implementation of "Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting" (AAAI2025)☆126Mar 19, 2025Updated last year
- PiX: Dynamic Channel Sampling for ConvNets (CVPR 2024)☆14Jun 14, 2024Updated last year
- ☆30Nov 10, 2023Updated 2 years ago
- Official repository for TimeDRL: Disentangled Representation Learning for Multivariate Time-Series, accepted at ICDE 2024.☆28Apr 7, 2024Updated last year
- [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
- 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
- ☆12Nov 7, 2025Updated 4 months ago
- LLMAD code☆24Oct 31, 2024Updated last year
- ☆12Apr 18, 2023Updated 2 years ago
- Using Capsule Network for EEG emotion classification using Digit-Caps model☆11Apr 30, 2023Updated 2 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 9 months ago
- 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。☆17May 16, 2025Updated 10 months ago
- [EMNLP Findings 2025]. NLP-ADBench is a comprehensive benchmarking tool designed for Anomaly Detection in Natural Language Processing (NL…☆21Oct 9, 2025Updated 5 months ago
- BIBM 24, mixture of graph experts for cross-subject EEG emotion recognitions☆18Apr 25, 2025Updated 10 months ago
- Code acompaning the paper titled "Mamba time series forecasting with uncertainty quantification"☆20Aug 8, 2025Updated 7 months ago
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆67Aug 13, 2024Updated last year
- Code for the paper Transformer-Modulated Diffusion Models for Probabilistic Multivariate Time Series Forecasting☆40Jun 13, 2024Updated last year
- AAAI2025☆11Apr 18, 2025Updated 11 months ago
- [AAAI 2026] Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing☆36Jan 27, 2026Updated last month
- ☆17Jan 15, 2020Updated 6 years ago
- The code for Multi-Scale Hyperbolic Contrastive Learning for Cross-Subject EEG Emotion Recognition.☆19Jul 24, 2025Updated 7 months ago
- Quantile regression neural networks☆19Dec 2, 2023Updated 2 years ago
- ☆24Aug 21, 2025Updated 6 months ago
- FAT:A novel Fourier Adjacency Transformer for advanced EEG emotion recognition (MICCAI 2025))☆34Oct 9, 2025Updated 5 months ago