Methods

STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization AAAI 2021 Submodular Span, with Applications to Conditional Data Summarization AAAI 2021 Sub-Seasonal Climate Forecasting via Machine Learning: Challenges, Analysis, and Advances AAAI 2021 Subseasonal climate prediction in the western US using Bayesian spatial models UAI 2021 Synergetic Learning of Heterogeneous Temporal Sequences for Multi-Horizon Probabilistic Forecasting AAAI 2021 TE-ESN: Time Encoding Echo State Network for Prediction Based on Irregularly Sampled Time Series Data IJCAI 2021 TEGRA: Efficient Ad-Hoc Analytics on Evolving Graphs NSDI 2021 Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting AAAI 2021 The Multilingual Corpus of Survey Questionnaires Query Interface EMNLP 2021 The Multi-Temporal Urban Development SpaceNet Dataset CVPR 2021 The Power of Log-Sum-Exp: Sequential Density Ratio Matrix Estimation for Speed-Accuracy Optimization ICML 2021 Three-part diachronic semantic change dataset for Russian ACL 2021 Time-Aware Multi-Scale RNNs for Time Series Modeling IJCAI 2021 Time Series Anomaly Detection with Multiresolution Ensemble Decoding AAAI 2021 Time Series Data Augmentation for Deep Learning: A Survey IJCAI 2021 Time Series Domain Adaptation via Sparse Associative Structure Alignment AAAI 2021 Time-series Generation by Contrastive Imitation NeurIPS 2021 TODS: An Automated Time Series Outlier Detection System AAAI 2021 Topic-Aware Evidence Reasoning and Stance-Aware Aggregation for Fact Verification ACL 2021 Topological Attention for Time Series Forecasting NeurIPS 2021 Towards a Query-Optimal and Time-Efficient Algorithm for Clustering with a Faulty Oracle COLT 2021 Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage AAAI 2021 Transfer Learning with Adaptive Online TrAdaBoost for Data Streams ACML 2021 TransFill: Reference-Guided Image Inpainting by Merging Multiple Color and Spatial Transformations CVPR 2021 Twitter Event Summarization by Exploiting Semantic Terms and Graph Network AAAI 2021