Methods

convSeq: Fast and Scalable Method for Detecting Patterns in Spike Data ICML 2024 CREAD: A Classification-Restoration Framework with Error Adaptive Discretization for Watch Time Prediction in Video Recommender Systems AAAI 2024 Creating a Typology of Places to Annotate Holocaust Testimonies Through Machine Learning COLING 2024 Croissant: A Metadata Format for ML-Ready Datasets NeurIPS 2024 Cross-Domain Contrastive Learning for Time Series Clustering AAAI 2024 Cumulative Difference Learning VAE for Time-Series with Temporally Correlated Inflow-Outflow AAAI 2024 CUTS+: High-Dimensional Causal Discovery from Irregular Time-Series AAAI 2024 DANCE: Dual-View Distribution Alignment for Dataset Condensation IJCAI 2024 Dates and places as points of attachment for memorial contents in the ISW corpus: 1938 as a turning point COLING 2024 Decomposable Transformer Point Processes NeurIPS 2024 Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics JMLR 2024 DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models EMNLP 2024 Decoupled Invariant Attention Network for Multivariate Time-series Forecasting IJCAI 2024 Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting IJCAI 2024 DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching NeurIPS 2024 Delegation-Relegation for Boolean Matrix Factorization AAAI 2024 Demonstration Selection Strategies for Numerical Time Series Data-to-Text EMNLP 2024 Detecting Change Intervalswith Isolation Distributional Kernel (Abstract Reprint) IJCAI 2024 Development of a Benchmark Corpus for Medical Device Adverse Event Detection COLING 2024 Diffusion Language-Shapelets for Semi-supervised Time-Series Classification AAAI 2024 Discovering Mixtures of Structural Causal Models from Time Series Data ICML 2024 Discovering Sequential Patterns with Predictable Inter-event Delays AAAI 2024 Disentanglement-Guided Spatial-Temporal Graph Neural Network for Metro Flow Forecasting (Student Abstract) AAAI 2024 Disentangling Domain and General Representations for Time Series Classification IJCAI 2024 Distributionally Robust Performative Prediction NeurIPS 2024