Methods

Coresets for Time Series Clustering NeurIPS 2021 Correlative Channel-Aware Fusion for Multi-View Time Series Classification AAAI 2021 Coupled Layer-wise Graph Convolution for Transportation Demand Prediction AAAI 2021 CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset EMNLP 2021 CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation NeurIPS 2021 Decoupling dynamics and sampling: RNNs for unevenly sampled data and flexible online predictions L4DC 2021 DeepCOVID: An Operational Deep Learning-driven Framework for Explainable Real-time COVID-19 Forecasting AAAI 2021 Deep Explicit Duration Switching Models for Time Series NeurIPS 2021 Detect and Perturb: Neutral Rewriting of Biased and Sensitive Text via Gradient-based Decoding EMNLP 2021 Detecting Anomalous Event Sequences with Temporal Point Processes NeurIPS 2021 Determining the Number of Communities in Degree-corrected Stochastic Block Models JMLR 2021 Differentiable Divergences Between Time Series AISTATS 2021 Differentially Private n-gram Extraction NeurIPS 2021 Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus EMNLP 2021 Dynamical Wasserstein Barycenters for Time-series Modeling NeurIPS 2021 Dynamic Gaussian Mixture based Deep Generative Model For Robust Forecasting on Sparse Multivariate Time Series AAAI 2021 Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications AAAI 2021 Dynamic Tensor Recommender Systems JMLR 2021 Edge Sampling Using Local Network Information JMLR 2021 End-to-End Learning of Coherent Probabilistic Forecasts for Hierarchical Time Series ICML 2021 Entropy Partial Transport with Tree Metrics: Theory and Practice AISTATS 2021 Estimating the Number of Induced Subgraphs from Incomplete Data and Neighborhood Queries AAAI 2021 Explaining Time Series Predictions with Dynamic Masks ICML 2021 Exploring Cross-Video and Cross-Modality Signals for Weakly-Supervised Audio-Visual Video Parsing NeurIPS 2021 Exploring Methodologies for Collecting High-Quality Implicit Reasoning in Arguments EMNLP 2021