| Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting | Mar 13, 2021 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Affect2MM: Affective Analysis of Multimedia Content Using Emotion Causality | Mar 11, 2021 | Scene UnderstandingTime Series | CodeCode Available | 1 |
| Understanding the Robustness of Skeleton-based Action Recognition under Adversarial Attack | Mar 9, 2021 | Action RecognitionAdversarial Attack | CodeCode Available | 1 |
| PyRCN: A Toolbox for Exploration and Application of Reservoir Computing Networks | Mar 8, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series | Mar 3, 2021 | ClusteringTime Series | CodeCode Available | 1 |
| Scalable Learning With a Structural Recurrent Neural Network for Short-Term Traffic Prediction | Mar 3, 2021 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| Missing Value Imputation on Multidimensional Time Series | Mar 2, 2021 | ImputationMissing Values | CodeCode Available | 1 |
| Simultaneously Reconciled Quantile Forecasting of Hierarchically Related Time Series | Feb 25, 2021 | quantile regressionTime Series | CodeCode Available | 1 |
| Estimation of Continuous Blood Pressure from PPG via a Federated Learning Approach | Feb 24, 2021 | Federated LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Delhi air quality prediction using LSTM deep learning models with a focus on COVID-19 lockdown | Feb 21, 2021 | DecoderTime Series | CodeCode Available | 1 |
| Crop mapping from image time series: deep learning with multi-scale label hierarchies | Feb 17, 2021 | Crop ClassificationGeneral Classification | CodeCode Available | 1 |
| Robust Factorization of Real-world Tensor Streams with Patterns, Missing Values, and Outliers | Feb 16, 2021 | ImputationMissing Values | CodeCode Available | 1 |
| Chickenpox Cases in Hungary: a Benchmark Dataset for Spatiotemporal Signal Processing with Graph Neural Networks | Feb 16, 2021 | BIG-bench Machine LearningGraph Neural Network | CodeCode Available | 1 |
| Network of Tensor Time Series | Feb 15, 2021 | Financial AnalysisTensor Decomposition | CodeCode Available | 1 |
| Radflow: A Recurrent, Aggregated, and Decomposable Model for Networks of Time Series | Feb 15, 2021 | ImputationTime Series | CodeCode Available | 1 |
| Domain Adaptation for Time Series Forecasting via Attention Sharing | Feb 13, 2021 | Domain AdaptationTime Series | CodeCode Available | 1 |
| Last Query Transformer RNN for knowledge tracing | Feb 10, 2021 | Knowledge TracingTime Series | CodeCode Available | 1 |
| Early Abandoning and Pruning for Elastic Distances including Dynamic Time Warping | Feb 10, 2021 | ClusteringDynamic Time Warping | CodeCode Available | 1 |
| NAST: Non-Autoregressive Spatial-Temporal Transformer for Time Series Forecasting | Feb 10, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| MALI: A memory efficient and reverse accurate integrator for Neural ODEs | Feb 9, 2021 | Image GenerationTime Series | CodeCode Available | 1 |
| Deep Semi-Supervised Learning for Time Series Classification | Feb 6, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| FedMood: Federated Learning on Mobile Health Data for Mood Detection | Feb 6, 2021 | BIG-bench Machine LearningDepression Detection | CodeCode Available | 1 |
| NRTSI: Non-Recurrent Time Series Imputation | Feb 5, 2021 | ImputationTime Series | CodeCode Available | 1 |
| Uncertain Time Series Classification With Shapelet Transform | Feb 3, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| MultiRocket: Multiple pooling operators and transformations for fast and effective time series classification | Jan 31, 2021 | DiversityGeneral Classification | CodeCode Available | 1 |
