Detecting Video Game Player Burnout with the Use of Sensor Data and Machine Learning Nov 29, 2020 BIG-bench Machine Learning Interpretable Machine Learning
Code Code Available 5 Classifying Sequences of Extreme Length with Constant Memory Applied to Malware Detection Dec 17, 2020 Malware Detection Time Series
Code Code Available 5 Differentiable Compositional Kernel Learning for Gaussian Processes Jun 12, 2018 Bayesian Optimization Gaussian Processes
Code Code Available 5 A semi-supervised methodology for fishing activity detection using the geometry behind the trajectory of multiple vessels Jul 12, 2022 Action Detection Activity Detection
Code Code Available 5 Closed-Form Diffeomorphic Transformations for Time Series Alignment Jun 16, 2022 CPU Form
Code Code Available 5 Accelerating Recurrent Neural Networks for Gravitational Wave Experiments Jun 26, 2021 High-Level Synthesis Time Series
Code Code Available 5 CODiT: Conformal Out-of-Distribution Detection in Time-Series Data Jul 24, 2022 Anomaly Detection Autonomous Driving
Code Code Available 5 Color-aware two-branch DCNN for efficient plant disease classification Jun 30, 2022 3D Object Detection Classification
Code Code Available 5 Delhi air quality prediction using LSTM deep learning models with a focus on COVID-19 lockdown Feb 21, 2021 Decoder Time Series
Code Code Available 5 GRU-ODE-Bayes: Continuous modeling of sporadically-observed time series May 29, 2019 Multivariate Time Series Forecasting Time Series
Code Code Available 5 ADformer: A Multi-Granularity Transformer for EEG-Based Alzheimer's Disease Assessment Aug 17, 2024 Anomaly Detection EEG
Code Code Available 5 hctsa: A Computational Framework for Automated Time-Series Phenotyping Using Massive Feature Extraction Nov 1, 2017 Time Series Time Series Analysis
Code Code Available 5 A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning Apr 2, 2022 Crop Classification Semantic Segmentation
Code Code Available 5 Adaptive Conformal Predictions for Time Series Feb 15, 2022 Conformal Prediction Decision Making
Code Code Available 5 DEGAN: Time Series Anomaly Detection using Generative Adversarial Network Discriminators and Density Estimation Oct 5, 2022 Anomaly Detection Density Estimation
Code Code Available 5 HIVE-COTE 2.0: a new meta ensemble for time series classification Apr 15, 2021 General Classification Time Series
Code Code Available 5 The Signature Kernel is the solution of a Goursat PDE Jun 26, 2020 Dimensionality Reduction GPU
Code Code Available 5 How to find a unicorn: a novel model-free, unsupervised anomaly detection method for time series Apr 23, 2020 Anomaly Detection Respiratory Failure
Code Code Available 5 Conditional GAN for timeseries generation Jun 30, 2020 Generative Adversarial Network Time Series
Code Code Available 5 Human Activity Segmentation Challenge @ ECML/PKDD’23 Sep 18, 2023 Activity Recognition Change Point Detection
Code Code Available 5 Adjusting for Autocorrelated Errors in Neural Networks for Time Series Jan 28, 2021 Time Series Time Series Analysis
Code Code Available 5 Combating Distribution Shift for Accurate Time Series Forecasting via Hypernetworks Feb 22, 2022 Domain Adaptation Time Series
Code Code Available 5 DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting Mar 15, 2022 Scheduling Time Series
Code Code Available 5 Neural graphical modelling in continuous-time: consistency guarantees and algorithms May 6, 2021 Causal Discovery Graph Learning
Code Code Available 5 Improving Deep Learning Interpretability by Saliency Guided Training Nov 29, 2021 Deep Learning Time Series
Code Code Available 5 An efficient aggregation method for the symbolic representation of temporal data Jan 14, 2022 Dimensionality Reduction Information Retrieval
Code Code Available 5 Conformal Time-series Forecasting Dec 1, 2021 Conformal Prediction Decision Making
Code Code Available 5 Conformal prediction set for time-series Jun 15, 2022 Conformal Prediction Prediction
Code Code Available 5 Improving S&P stock prediction with time series stock similarity Feb 8, 2020 Prediction Stock Market Prediction
Code Code Available 5 Inductive Graph Neural Networks for Spatiotemporal Kriging Jun 13, 2020 Graph Neural Network Time Series
Code Code Available 5 Construe: a software solution for the explanation-based interpretation of time series Mar 17, 2020 Atrial Fibrillation Detection Heartbeat Classification
Code Code Available 5 Contrastive Neural Processes for Self-Supervised Learning Oct 24, 2021 Contrastive Learning Data Augmentation
Code Code Available 5 An empirical evaluation of attention-based multi-head models for improved turbofan engine remaining useful life prediction Sep 4, 2021 Time Series Analysis
Code Code Available 5 An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling Mar 4, 2018 Audio Synthesis Language Modelling
Code Code Available 5 Interpretable Models for Granger Causality Using Self-explaining Neural Networks Jan 19, 2021 Time Series Time Series Analysis
Code Code Available 5 Interpretable Multivariate Time Series Forecasting with Temporal Attention Convolutional Neural Networks Jan 1, 2021 Multivariate Time Series Forecasting Time Series
Code Code Available 5 An Empirical Evaluation of Time-Series Feature Sets Oct 21, 2021 Time Series Time Series Analysis
Code Code Available 5 Advancing the State-of-the-Art for ECG Analysis through Structured State Space Models Nov 14, 2022 ECG Classification State Space Models
Code Code Available 5 An Empirical Framework for Domain Generalization in Clinical Settings Mar 20, 2021 Domain Generalization Time Series
Code Code Available 5 Continual Transformers: Redundancy-Free Attention for Online Inference Jan 17, 2022 Action Detection Audio Classification
Code Code Available 5 Continuous Latent Process Flows Jun 29, 2021 Time Series Time Series Analysis
Code Code Available 5 Evaluation of post-hoc interpretability methods in time-series classification Feb 11, 2022 Classification Time Series
Code Code Available 5 Differentiable Divergences Between Time Series Oct 16, 2020 Dynamic Time Warping Time Series
Code Code Available 5 An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks Jul 31, 2020 Data Augmentation General Classification
Code Code Available 5 An End-to-end Deep Reinforcement Learning Approach for the Long-term Short-term Planning on the Frenet Space Nov 26, 2020 Decision Making Deep Reinforcement Learning
Code Code Available 5 Continuous-Time Deep Glioma Growth Models Jun 23, 2021 Time Series Time Series Analysis
Code Code Available 5 Are we certain it's anomalous? Nov 16, 2022 Anomaly Detection Time Series
Code Code Available 5 ARMA Cell: A Modular and Effective Approach for Neural Autoregressive Modeling Aug 31, 2022 Time Series Time Series Analysis
Code Code Available 5 Adversarial Attacks on Time Series Feb 27, 2019 Classification Dynamic Time Warping
Code Code Available 5 Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case Jan 23, 2020 BIG-bench Machine Learning Time Series
Code Code Available 5 