| Progressive Cross-modal Knowledge Distillation for Human Action Recognition | Aug 17, 2022 | Action RecognitionKnowledge Distillation | —Unverified | 0 |
| Expressivity of Hidden Markov Chains vs. Recurrent Neural Networks from a system theoretic viewpoint | Aug 17, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time is limited on the road to asymptopia | Aug 17, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| ODformer: Spatial-Temporal Transformers for Long Sequence Origin-Destination Matrix Forecasting Against Cross Application Scenario | Aug 17, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| NeurIPS Competition Instructions and Guide: Causal Insights for Learning Paths in Education | Aug 17, 2022 | Causal DiscoverySelection bias | —Unverified | 0 |
| Grasping Core Rules of Time Series through Pure Models | Aug 15, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives | Aug 15, 2022 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| Confidence-Guided Learning Process for Continuous Classification of Time Series | Aug 14, 2022 | SchedulingTime Series | —Unverified | 0 |
| An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury | Aug 13, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Approximate Extraction of Late-Time Returns via Morphological Component Analysis | Aug 11, 2022 | Image ReconstructionTime Series | —Unverified | 0 |
| Real-Time Massive MIMO Channel Prediction: A Combination of Deep Learning and NeuralProphet | Aug 11, 2022 | PredictionTime Series | —Unverified | 0 |
| HyperTime: Implicit Neural Representation for Time Series | Aug 11, 2022 | Data AugmentationImputation | —Unverified | 0 |
| Uncertainty Quantification for Traffic Forecasting: A Unified Approach | Aug 11, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Quantification of metabolic niche occupancy dynamics in a Baltic Sea bacterial community | Aug 10, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Trustworthy Visual Analytics in Clinical Gait Analysis: A Case Study for Patients with Cerebral Palsy | Aug 10, 2022 | ClassificationExplainable artificial intelligence | —Unverified | 0 |
| Representation learning of rare temporal conditions for travel time prediction | Aug 9, 2022 | Representation LearningTime Series | —Unverified | 0 |
| Liquid State Machine-Empowered Reflection Tracking in RIS-Aided THz Communications | Aug 8, 2022 | Ensemble LearningPrediction | —Unverified | 0 |
| Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach | Aug 8, 2022 | Causal InferenceTime Series | CodeCode Available | 0 |
| Granger Causality using Neural Networks | Aug 7, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Recurrence measures and transitions in stock market dynamics | Aug 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting Algorithms for Causal Inference with Panel Data | Aug 6, 2022 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Learning Financial Networks with High-frequency Trade Data | Aug 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| AUTOSHAPE: An Autoencoder-Shapelet Approach for Time Series Clustering | Aug 6, 2022 | ClusteringRepresentation Learning | —Unverified | 0 |
| COPER: Continuous Patient State Perceiver | Aug 5, 2022 | Irregular Time SeriesMortality Prediction | CodeCode Available | 0 |
| SA-NET.v2: Real-time vehicle detection from oblique UAV images with use of uncertainty estimation in deep meta-learning | Aug 4, 2022 | Meta-LearningSemantic Segmentation | —Unverified | 0 |