Methods

Conformal Prediction for Time Series with Modern Hopfield Networks NeurIPS 2023 Context Consistency Regularization for Label Sparsity in Time Series ICML 2023 Contrast Everything: A Hierarchical Contrastive Framework for Medical Time-Series NeurIPS 2023 Controlling Wasserstein Distances by Kernel Norms with Application to Compressive Statistical Learning JMLR 2023 Cross-Cultural Analysis of Human Values, Morals, and Biases in Folk Tales EMNLP 2023 CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement NeurIPS 2023 Crowdsourced Data Validation for ASR Training Interspeech 2023 Data Structures for Density Estimation ICML 2023 Deep Latent State Space Models for Time-Series Generation ICML 2023 DeLELSTM: Decomposition-based Linear Explainable LSTM to Capture Instantaneous and Long-term Effects in Time Series IJCAI 2023 Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer NeurIPS 2023 DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM EMNLP 2023 Developmental Articulatory and Acoustic Features for Six to Ten Year Old Children Interspeech 2023 Differentiable Change-point Detection With Temporal Point Processes AISTATS 2023 DiQAD: A Benchmark Dataset for Open-domain Dialogue Quality Assessment EMNLP 2023 Directed Chain Generative Adversarial Networks ICML 2023 Dirichlet Proportions Model for Hierarchically Coherent Probabilistic Forecasting UAI 2023 Disentangling Cognitive Diagnosis with Limited Exercise Labels NeurIPS 2023 Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting AAAI 2023 Distilling Universal and Joint Knowledge for Cross-Domain Model Compression on Time Series Data IJCAI 2023 Diversity Maximization in the Presence of Outliers AAAI 2023 Divide and Conquer Dynamic Programming: An Almost Linear Time Change Point Detection Methodology in High Dimensions ICML 2023 Domain Adaptation for Time Series Under Feature and Label Shifts ICML 2023 Drift doesn't Matter: Dynamic Decomposition with Diffusion Reconstruction for Unstable Multivariate Time Series Anomaly Detection NeurIPS 2023 DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation ICML 2023