Methods

Beyond Point Prediction: Score Matching-based Pseudolikelihood Estimation of Neural Marked Spatio-Temporal Point Process ICML 2024 Big-Five Backstage: A Dramatic Dataset for Characters Personality Traits & Gender Analysis COLING 2024 Bilateral Event Mining and Complementary for Event Stream Super-Resolution CVPR 2024 Biomedical Concept Normalization over Nested Entities with Partial UMLS Terminology in Russian COLING 2024 CAMAL: A Novel Dataset for Multi-label Conversational Argument Move Analysis COLING 2024 CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process ICML 2024 CauDiTS: Causal Disentangled Domain Adaptation of Multivariate Time Series ICML 2024 Causal Contrastive Learning for Counterfactual Regression Over Time NeurIPS 2024 Causal Discovery from Event Sequences by Local Cause-Effect Attribution NeurIPS 2024 CGS-Mask: Making Time Series Predictions Intuitive for All AAAI 2024 ChronoEpilogi: Scalable Time Series Selection with Multiple Solutions NeurIPS 2024 CityPulse: Fine-Grained Assessment of Urban Change with Street View Time Series AAAI 2024 ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models NeurIPS 2024 CoANZSE Audio: Creation of an Online Corpus for Linguistic and Phonetic Analysis of Australian and New Zealand Englishes COLING 2024 Combining Machine Learning and Queueing Theory for Data-Driven Incarceration-Diversion Program Management AAAI 2024 Community detection in the hypergraph stochastic block model and reconstruction on hypertrees COLT 2024 Conditioning non-linear and infinite-dimensional diffusion processes NeurIPS 2024 Conformalized Adaptive Forecasting of Heterogeneous Trajectories ICML 2024 Conformalized Survival Distributions: A Generic Post-Process to Increase Calibration ICML 2024 Conformal prediction for multi-dimensional time series by ellipsoidal sets ICML 2024 Conformal Prediction Regions for Time Series Using Linear Complementarity Programming AAAI 2024 Considering Nonstationary within Multivariate Time Series with Variational Hierarchical Transformer for Forecasting AAAI 2024 Consistent Long-Term Forecasting of Ergodic Dynamical Systems ICML 2024 Contrastive dimension reduction: when and how? NeurIPS 2024 Contrastive Learning Is Not Optimal for Quasiperiodic Time Series IJCAI 2024