| Conversion of Artificial Recurrent Neural Networks to Spiking Neural Networks for Low-power Neuromorphic Hardware | Jan 16, 2016 | General ClassificationRepresentation Learning | —Unverified | 0 | 0 |
| Cost-Sensitive Convolution based Neural Networks for Imbalanced Time-Series Classification | Jan 13, 2018 | Deep LearningGeneral Classification | —Unverified | 0 | 0 |
| Deep Activity Recognition Models with Triaxial Accelerometers | Nov 15, 2015 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 | 0 |
| Deep Differential Recurrent Neural Networks | Apr 11, 2018 | Temporal Sequences | —Unverified | 0 | 0 |
| Deep Learning Approaches for Human Action Recognition in Video Data | Mar 11, 2024 | Action RecognitionAction Recognition In Videos | —Unverified | 0 | 0 |
| Deep Generative Video Compression | Oct 5, 2018 | DiversityImage Compression | —Unverified | 0 | 0 |
| DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning | Feb 15, 2024 | Information RetrievalMusic Information Retrieval | —Unverified | 0 | 0 |
| DGC: Training Dynamic Graphs with Spatio-Temporal Non-Uniformity using Graph Partitioning by Chunks | Sep 7, 2023 | Graph Neural Networkgraph partitioning | —Unverified | 0 | 0 |
| DiCoDe: Diffusion-Compressed Deep Tokens for Autoregressive Video Generation with Language Models | Dec 5, 2024 | Temporal SequencesVideo Generation | —Unverified | 0 | 0 |
| Towards a Neural Model for Serial Order in Frontal Cortex: a Brain Theory from Memory Development to Higher-Level Cognition | May 22, 2020 | Temporal Sequences | —Unverified | 0 | 0 |
| Divide and Rule: Recurrent Partitioned Network for Dynamic Processes | Jun 1, 2021 | Temporal Sequences | —Unverified | 0 | 0 |
| Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery | Apr 1, 2021 | Crop ClassificationDomain Adaptation | —Unverified | 0 | 0 |
| Dynamics of multi-stable states during ongoing and evoked cortical activity | Mar 22, 2016 | Decision MakingTemporal Sequences | —Unverified | 0 | 0 |
| Dynamic Time Warp Convolutional Networks | Nov 5, 2019 | Temporal SequencesTime Series | —Unverified | 0 | 0 |
| Easy attention: A simple attention mechanism for temporal predictions with transformers | Aug 24, 2023 | Temporal SequencesTime Series | —Unverified | 0 | 0 |
| Efficient Temporal Sequence Comparison and Classification Using Gram Matrix Embeddings on a Riemannian Manifold | Jun 1, 2016 | 3D Action RecognitionAction Recognition | —Unverified | 0 | 0 |
| End-to-End CNN+LSTM Deep Learning Approach for Bearing Fault Diagnosis | Sep 16, 2019 | Fault DetectionFault Diagnosis | —Unverified | 0 | 0 |
| Ensemble perspective for understanding temporal credit assignment | Feb 7, 2021 | Ensemble LearningTemporal Sequences | —Unverified | 0 | 0 |
| Exploitation des propriétés de saturation synaptique pour obtenir un neurone à fréquence spécifique | Oct 24, 2023 | Temporal Sequences | —Unverified | 0 | 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 | 0 |
| Few-shot Action Recognition with Implicit Temporal Alignment and Pair Similarity Optimization | Oct 13, 2020 | Action RecognitionFew-Shot action recognition | —Unverified | 0 | 0 |
| FIBS: A Generic Framework for Classifying Interval-based Temporal Sequences | Dec 19, 2019 | Classificationfeature selection | —Unverified | 0 | 0 |
| Fine-tuning Siamese Networks to Assess Sport Gestures Quality | Feb 27, 2020 | Action Quality AssessmentTemporal Sequences | —Unverified | 0 | 0 |
| Fitness-for-Duty Classification using Temporal Sequences of Iris Periocular images | Apr 24, 2023 | Temporal Sequences | —Unverified | 0 | 0 |
| Forward and Inverse Approximation Theory for Linear Temporal Convolutional Networks | May 29, 2023 | Temporal Sequences | —Unverified | 0 | 0 |
| Global and Local Interpretability for Cardiac MRI Classification | Jun 14, 2019 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| HandDiffuse: Generative Controllers for Two-Hand Interactions via Diffusion Models | Dec 8, 2023 | Data AugmentationMotion Generation | —Unverified | 0 | 0 |
| Handwriting styles: benchmarks and evaluation metrics | Sep 4, 2018 | Handwriting generationTemporal Sequences | —Unverified | 0 | 0 |
| Hierarchical recurrent neural network for skeleton based action recognition | Jun 7, 2015 | Action RecognitionComputational Efficiency | —Unverified | 0 | 0 |
| Hunyuan-GameCraft: High-dynamic Interactive Game Video Generation with Hybrid History Condition | Jun 20, 2025 | Temporal SequencesVideo Generation | —Unverified | 0 | 0 |
| Ice hockey player identification via transformers and weakly supervised learning | Nov 22, 2021 | Optical Character RecognitionOptical Character Recognition (OCR) | —Unverified | 0 | 0 |
| Improving Trajectory Prediction in Dynamic Multi-Agent Environment by Dropping Waypoints | Sep 29, 2023 | Missing Valuesmotion prediction | —Unverified | 0 | 0 |
| IMSSA: Deploying modern state-space models on memristive in-memory compute hardware | Dec 28, 2024 | GPUQuantization | —Unverified | 0 | 0 |
| Interpretable Neural Temporal Point Processes for Modelling Electronic Health Records | Apr 9, 2024 | Point ProcessesTemporal Sequences | —Unverified | 0 | 0 |
| Inverse RL Scene Dynamics Learning for Nonlinear Predictive Control in Autonomous Vehicles | Apr 2, 2025 | Autonomous NavigationAutonomous Vehicles | —Unverified | 0 | 0 |
| Investigating current-based and gating approaches for accurate and energy-efficient spiking recurrent neural networks | Sep 15, 2022 | Audio ClassificationTemporal Sequences | —Unverified | 0 | 0 |
| Keyframing the Future: Discovering Temporal Hierarchy with Keyframe-Inpainter Prediction | Sep 25, 2019 | Temporal Sequences | —Unverified | 0 | 0 |
| Learning Finite Linear Temporal Logic Specifications with a Specialized Neural Operator | Nov 7, 2021 | Temporal Sequences | —Unverified | 0 | 0 |
| Learning Object Semantic Similarity with Self-Supervision | Apr 19, 2024 | ObjectSemantic Similarity | —Unverified | 0 | 0 |
| Learning Scene Dynamics from Point Cloud Sequences | Nov 16, 2021 | Scene Flow EstimationTemporal Sequences | —Unverified | 0 | 0 |
| Learning to combine top-down context and feed-forward representations under ambiguity with apical and basal dendrites | Dec 9, 2023 | AnatomyTemporal Sequences | —Unverified | 0 | 0 |
| Leveraging Stochastic Predictions of Bayesian Neural Networks for Fluid Simulations | May 2, 2022 | Temporal Sequences | —Unverified | 0 | 0 |
| LiDAR-based End-to-end Temporal Perception for Vehicle-Infrastructure Cooperation | Nov 22, 2024 | Autonomous DrivingTemporal Sequences | —Unverified | 0 | 0 |
| LLM4FTS: Enhancing Large Language Models for Financial Time Series Prediction | May 5, 2025 | Temporal SequencesTime Series | —Unverified | 0 | 0 |
| MarineFormer: A Spatio-Temporal Attention Model for USV Navigation in Dynamic Marine Environments | Oct 17, 2024 | Collision AvoidanceGraph Attention | —Unverified | 0 | 0 |
| metricDTW: local distance metric learning in Dynamic Time Warping | Jun 11, 2016 | Dynamic Time WarpingGeneral Classification | —Unverified | 0 | 0 |
| Mitigating LLM Hallucinations via Conformal Abstention | Apr 4, 2024 | Conformal PredictionGenerative Question Answering | —Unverified | 0 | 0 |
| Modeling Time-Series and Spatial Data for Recommendations and Other Applications | Dec 25, 2022 | Activity PredictionPoint Processes | —Unverified | 0 | 0 |
| Multi-instance Dynamic Ordinal Random Fields for Weakly-Supervised Pain Intensity Estimation | Sep 6, 2016 | Temporal Sequences | —Unverified | 0 | 0 |
| Multi-Instance Dynamic Ordinal Random Fields for Weakly-supervised Facial Behavior Analysis | Mar 1, 2018 | Temporal SequencesWeakly-supervised Learning | —Unverified | 0 | 0 |