| SoftLoc: Robust Temporal Localization under Label Misalignment | Sep 25, 2019 | PositionTemporal Localization | CodeCode Available | 0 |
| Recurrent Event Network : Global Structure Inference Over Temporal Knowledge Graph | Sep 25, 2019 | Link PredictionTemporal Sequences | —Unverified | 0 |
| Keyframing the Future: Discovering Temporal Hierarchy with Keyframe-Inpainter Prediction | Sep 25, 2019 | Temporal Sequences | —Unverified | 0 |
| End-to-End CNN+LSTM Deep Learning Approach for Bearing Fault Diagnosis | Sep 16, 2019 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| SeER: An Explainable Deep Learning MIDI-based Hybrid Song Recommender System | Jun 25, 2019 | Collaborative FilteringDeep Learning | CodeCode Available | 0 |
| Global and Local Interpretability for Cardiac MRI Classification | Jun 14, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning Character-Agnostic Motion for Motion Retargeting in 2D | May 5, 2019 | 3D Reconstructionmotion retargeting | CodeCode Available | 0 |
| Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs | Apr 11, 2019 | Knowledge GraphsLink Prediction | CodeCode Available | 0 |
| Summarizing Event Sequences with Serial Episodes: A Statistical Model and an Application | Apr 1, 2019 | General ClassificationTemporal Sequences | —Unverified | 0 |
| Person Re-identification in Videos by Analyzing Spatio-Temporal Tubes | Feb 13, 2019 | Person Re-IdentificationTemporal Sequences | —Unverified | 0 |
| Using stigmergy as a computational memory in the design of recurrent neural networks | Jan 9, 2019 | General ClassificationTemporal Sequences | CodeCode Available | 0 |
| Tube-CNN: Modeling temporal evolution of appearance for object detection in video | Dec 6, 2018 | Objectobject-detection | —Unverified | 0 |
| Sparse Attentive Backtracking: Temporal Credit Assignment Through Reminding | Dec 1, 2018 | Temporal Sequences | —Unverified | 0 |
| Deep Generative Video Compression | Oct 5, 2018 | DiversityImage Compression | —Unverified | 0 |
| Sparse Attentive Backtracking: Temporal CreditAssignment Through Reminding | Sep 11, 2018 | Temporal Sequences | —Unverified | 0 |
| Handwriting styles: benchmarks and evaluation metrics | Sep 4, 2018 | Handwriting generationTemporal Sequences | —Unverified | 0 |
| Process Monitoring Using Maximum Sequence Divergence | Jul 9, 2018 | Anomaly DetectionTemporal Sequences | —Unverified | 0 |
| Track Xplorer: A System for Visual Analysis of Sensor-based Motor Activity Predictions | Jun 25, 2018 | Temporal Sequences | —Unverified | 0 |
| Deep Differential Recurrent Neural Networks | Apr 11, 2018 | Temporal Sequences | —Unverified | 0 |
| Exploiting Recurrent Neural Networks and Leap Motion Controller for Sign Language and Semaphoric Gesture Recognition | Mar 28, 2018 | Gesture RecognitionHand Gesture Recognition | —Unverified | 0 |
| Multi-Instance Dynamic Ordinal Random Fields for Weakly-supervised Facial Behavior Analysis | Mar 1, 2018 | Temporal SequencesWeakly-supervised Learning | —Unverified | 0 |
| A Generative Modeling Approach to Limited Channel ECG Classification | Feb 18, 2018 | ClassificationDiagnostic | —Unverified | 0 |
| Cost-Sensitive Convolution based Neural Networks for Imbalanced Time-Series Classification | Jan 13, 2018 | Deep LearningGeneral Classification | —Unverified | 0 |
| Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction | Dec 5, 2017 | Image ReconstructionTemporal Sequences | CodeCode Available | 0 |
| A New Hybrid-parameter Recurrent Neural Networks for Online Handwritten Chinese Character Recognition | Nov 8, 2017 | Temporal Sequences | —Unverified | 0 |
| Multi-View Dynamic Shape Refinement Using Local Temporal Integration | Oct 1, 2017 | Super-ResolutionTemporal Sequences | —Unverified | 0 |
| State-Frequency Memory Recurrent Neural Networks | Aug 1, 2017 | Temporal Sequences | CodeCode Available | 0 |
| Subregular Complexity and Deep Learning | May 16, 2017 | Deep LearningTemporal Sequences | CodeCode Available | 0 |
| A Long Short-Term Memory Recurrent Neural Network Framework for Network Traffic Matrix Prediction | May 16, 2017 | ManagementTemporal Sequences | —Unverified | 0 |
| Long-term Blood Pressure Prediction with Deep Recurrent Neural Networks | May 12, 2017 | Blood pressure estimationElectrocardiography (ECG) | CodeCode Available | 0 |
| Automatic identification of head movements in video-recorded conversations: can words help? | Apr 1, 2017 | PositionTemporal Sequences | —Unverified | 0 |
| SampleRNN: An Unconditional End-to-End Neural Audio Generation Model | Dec 22, 2016 | Audio GenerationSpeech Synthesis | CodeCode Available | 0 |
| Towards the Modeling of Behavioral Trajectories of Users in Online Social Media | Nov 17, 2016 | ClusteringTemporal Sequences | —Unverified | 0 |
| Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences | Oct 29, 2016 | Temporal Sequences | CodeCode Available | 0 |
| Regularized Dynamic Boltzmann Machine with Delay Pruning for Unsupervised Learning of Temporal Sequences | Sep 22, 2016 | Temporal SequencesTime Series | —Unverified | 0 |
| Multi-instance Dynamic Ordinal Random Fields for Weakly-Supervised Pain Intensity Estimation | Sep 6, 2016 | Temporal Sequences | —Unverified | 0 |
| metricDTW: local distance metric learning in Dynamic Time Warping | Jun 11, 2016 | Dynamic Time WarpingGeneral Classification | —Unverified | 0 |
| shapeDTW: shape Dynamic Time Warping | Jun 6, 2016 | Dynamic Time WarpingTemporal Sequences | CodeCode Available | 0 |
| Efficient Temporal Sequence Comparison and Classification Using Gram Matrix Embeddings on a Riemannian Manifold | Jun 1, 2016 | 3D Action RecognitionAction Recognition | —Unverified | 0 |
| Dynamics of multi-stable states during ongoing and evoked cortical activity | Mar 22, 2016 | Decision MakingTemporal Sequences | —Unverified | 0 |
| Sequence Classification with Neural Conditional Random Fields | Feb 5, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Conversion of Artificial Recurrent Neural Networks to Spiking Neural Networks for Low-power Neuromorphic Hardware | Jan 16, 2016 | General ClassificationRepresentation Learning | —Unverified | 0 |
| Continuous online sequence learning with an unsupervised neural network model | Dec 17, 2015 | Anomaly DetectionTemporal Sequences | CodeCode Available | 0 |
| Bidirectional Recurrent Convolutional Networks for Multi-Frame Super-Resolution | Dec 1, 2015 | Image Super-ResolutionMulti-Frame Super-Resolution | —Unverified | 0 |
| Deep Activity Recognition Models with Triaxial Accelerometers | Nov 15, 2015 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| Hierarchical recurrent neural network for skeleton based action recognition | Jun 7, 2015 | Action RecognitionComputational Efficiency | —Unverified | 0 |
| Toward User-Specific Tracking by Detection of Human Shapes in Multi-Cameras | Jun 1, 2015 | Temporal Sequences | —Unverified | 0 |
| An Efficient Volumetric Framework for Shape Tracking | Jun 1, 2015 | Temporal Sequences | —Unverified | 0 |
| A Computational Model Incorporating Neural Stem Cell Dynamics Reproduces Glioma Incidence across the Lifespan in the Human Population | Mar 20, 2015 | Temporal Sequences | —Unverified | 0 |
| A Determinantal Point Process Latent Variable Model for Inhibition in Neural Spiking Data | Dec 1, 2013 | HippocampusPoint Processes | —Unverified | 0 |