temporal data

Learning a Spatial Partitioning and its Causal Relations from Temporal Data CLeaR 2026 Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation IJCNLP 2025 MAD: Memory-Augmented Detection of 3D Objects CVPR 2025 Empowering Time Series Analysis with Large Language Models: A Survey IJCAI 2024 MEANT: Multimodal Encoder for Antecedent Information EMNLP 2024 Rolling Diffusion Models ICML 2024 SADI: Similarity-Aware Diffusion Model-Based Imputation for Incomplete Temporal EHR Data AISTATS 2024 Unveiling Divergent Inductive Biases of LLMs on Temporal Data NAACL 2024 DVSOD: RGB-D Video Salient Object Detection NeurIPS 2023 Interpretable Representation Learning from Temporal Multi-view Data ACML 2022 LTMD: Learning Improvement of Spiking Neural Networks with Learnable Thresholding Neurons and Moderate Dropout NeurIPS 2022 MLDemon:Deployment Monitoring for Machine Learning Systems AISTATS 2022 On the First-Order Rewritability of Ontology-Mediated Queries in Linear Temporal Logic (Extended Abstract) IJCAI 2022 Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time NeurIPS 2022 Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning AAAI 2021 Only Time Can Tell: Discovering Temporal Data for Temporal Modeling WACV 2021 Modeling Dynamic Behaviors within Population AAAI 2020 Post-Estimation Smoothing: A Simple Baseline for Learning with Side Information AISTATS 2020 Context Dependent Semantic Parsing over Temporally Structured Data NAACL 2019 Ontology-Based Query Answering for Probabilistic Temporal Data AAAI 2019 Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time) EMNLP 2019 Temporal Anomaly Detection: Calibrating the Surprise AAAI 2019 A Hidden Absorbing Semi-Markov Model for Informatively Censored Temporal Data: Learning and Inference JMLR 2018 Learning to Exploit Invariances in Clinical Time-Series Data using Sequence Transformer Networks MLHC 2018 Mining Streaming and Temporal Data: from Representation to Knowledge IJCAI 2018