Temporal Convolutional Networks

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Period ending 2026-09-14

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A weekly snapshot of new work published in Temporal Convolutional Networks.

51 papers

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  1. Optical-Flow Wingbeat Counting in MuJoCo: A Comparison of Convolutional, Spiking, and Attention-Based Temporal Models

    Sep 15, 2026Zhang NengboOptical FlowTemporal Convolutional Networks

  2. Time-warping estimation via stationarity-based learning of the de-warped signal

    Sep 15, 2026Corentin Presvôts, Adrien MeynardDiscrete Wavelet TransformWarp

  3. Online Signature Verification Using Augmented Path Signature and T-Mamba

    Sep 8, 2026Ruiling Li, Danyu YangOnline Signature VerificationDistributional Signatures

  4. Robust and Efficient Noisy-Label Time-Series Classification via Dynamic Time Warping Based Granular Ball Computing

    Aug 12, 2026Ziqiang Li, Yun Liu, Gouhei TanakaTime-Series ClassificationGranular-Ball Computing

  5. Deep Learning Imputation of Missing Radius of Maximum Winds (Rmax) Values in Tropical Cyclone Best-Track Data

    Aug 10, 2026Swastik Agrawal, Nishkal Hundia, Ziyue Liu +1Tropical CyclonesData Imputation

  6. LITEWAY: LIghtweight HAR via Temporal Efficient highWAY

    Aug 10, 2026Dominique Nshimyimana, Vitor Fortes Rey, Mengxi Liu +2Human Activity RecognitionTemporal Convolutional Networks

  7. Agentic Anomaly Detection with ORCA-Style Dynamic Inductive Bias Adaptation in Multimodal Wearable Time Series Data

    Aug 9, 2026Anushka Roy, Jyotirmoy Singh, Shreea Bose +1Time-Series Anomaly DetectionAnomaly Detection

  8. When GNNs Fail: Quantifying and Overcoming Temporal Correlation Volatility in Time Series

    Aug 7, 2026Chen Shao, Yue Wang, Zhenyi Zhu +4Temporal Graph Neural NetworksGraph Neural Networks

  9. WiFuse: An Attention Mechanism for Human Activity Recognition using Fused CSI Amplitude and Delay-Doppler Channel Features

    Aug 1, 2026Alison M. Fernandes, Hermes I. Del Monego, Bruno S. Chang +3Human Activity RecognitionWireless Networks

  10. Deep Learning for Cyber Threat Detection and Mitigation in Healthcare-IoT

    Jul 31, 2026Mirza AkhiInternet Of ThingTemporal Convolutional Networks

  11. Online Handwriting Trajectory Reconstruction from Kinematic Sensors using Temporal Convolutional Network

    Jul 29, 2026Wassim Swaileh, Florent Imbert, Yann Soullard +2HandwritingTemporal Convolutional Networks

  12. Inferring Missing Trajectory Data with Temporal Convolutional Networks

    Jul 27, 2026Ilinca Tiriblecea, Gabriel TuriniciTemporal Convolutional NetworksTrajectory Prediction

  13. Deep Label-Wise Attentive Temporal Convolutional Networks Improve Medical Coding

    Jul 27, 2026Muhammed Yavuz Nuzumlalı, Alexander Fabbri, Irene Li +1Temporal Convolutional NetworksInternational Classification Of Disease Codes

  14. Eliminating Propagation Delay: Attention-Based Spatial-Temporal Fusion Graph Convolution Network for Traffic Flow Prediction

    Jul 27, 2026Jinpeng Chen, Ziyu Yu, Tao Wang +5Accurate Traffic ForecastingTemporal Graph Neural Networks

  15. Factorized Spatio-Temporal Convolutions for Human Pose Estimation from Planar Lidar

    Jul 23, 2026Simone Arreghini, Mirko Nava, Nicholas Carlotti +2Light Detection And RangingRobot Perception

  16. Efficient and Interpretable Body-Based Emotion Recognition with Lightweight Temporal Convolutional Networks

    Jul 23, 2026Christian Arzate Cruz, Stefanos Gkikas, Houshyar AsadiTemporal Convolutional NetworksSkeleton-Based Action Recognition

  17. Zero-Shot Heart Rate Variability Forecasting from Consumer Wearables Using Time Series Foundation Models

    Jul 22, 2026Luukas Peräkylä, Fahad Sohrab, Ville Hautamäki +3Time Series Foundation ModelsZero-Shot Forecasting

  18. A Framework for Early Sepsis Prediction via Self-Supervised (JEPA) and Federated Representation Learning

    Jul 18, 2026Umair bin Mansoor, Munaf Rashid, Roomi NaqviSepsisBiomarker

  19. CoCoT-EEG: Contrastive-Pretrained Multiscale Convolutional Transformer for EEG Decoding

    Jul 10, 2026Gabriel Mahuas, Victoria Shevchenko, Ugo Tanielian +2Electroencephalography Foundation ModelsElectroencephalogram

  20. RhyMix: A Lightweight Adaptive Multi-Rhythm Network for Long-Term Time Series Forecasting

    Jul 9, 2026Sumit Satishrao Shevtekar, Chandresh Kumar MauryaTime Series ForecastingLong-Horizon Forecasting

  21. Enhancing deep learning models for time series classification via knowledge distillation

    Jul 7, 2026Javidan Abdullayev, Maxime Devanne, Jonathan Weber +1Time-Series ClassificationDeep Learning Models

  22. In-Vehicle Digital Twin-Based Collision Warning Framework with Sybil Attack Detection

    Jun 26, 2026Mohammad Imtiaz Hasan, Abyad Enan, Jean Michel Tine +3Real-Time Threat DetectionVehicle Detection

  23. A Fusion-Aware Two-Stage Framework for Mispronunciation Detection and Diagnosis in Low-Resource Modern Standard Arabic

    Jun 23, 2026Jing Yang, Shuqing Zhang, Yongyi Deng +5Mispronunciation DetectionArabic

  24. DevoTG: Temporal Graph Neural Networks for Modeling C. elegans Developmental Connectomics

    Jun 20, 2026Jayadratha Gayen, Bradly AliceaTemporal Graph Neural NetworksFunctional Networks

  25. Physics-Guided Fully Convolutional Spatiotemporal Learning Toward Digital-Twin-Enabled Microstructure Evolution Prediction

    Jun 18, 2026Michael Trimboli, Wenxi Liu, Xianqi LiPorous MediaTemporal Convolutional Networks

  26. Timestamp-Aware Spatio-Temporal Graph Contrastive Learning for Network Intrusion Detection

    Jun 15, 2026Jianli Dai, Guangwei Wu, Jiacheng Li +3Intrusion DetectionTemporal Graph Neural Networks

  27. OR-Action: Multi-Role Video Understanding with Fine-Grained Actions

    Jun 11, 2026Felix Tristram, Ege Özsoy, Christian Benz +3Open-Vocabulary Action RecognitionFine-Grained Actions

  28. MP3: Multi-Period Pattern Pre-training for Spatio-Temporal Forecasting

    Jun 11, 2026Lilan Peng, Yandi Liu, Qingren Yao +2Spatio-Temporal ForecastingTemporal Graph Neural Networks

  29. Closing the Modality Gap in Zero-Shot HAR: Contrastive Training and Separability-Optimized Prototypes on IMU Data

    Jun 9, 2026Anik GhoshHuman Activity RecognitionLearnable Prototypes

  30. Building Change Detection in Earthquake: A Multi-Scale Interaction Network and A Change Detection Dataset

    Jun 9, 2026Yunlong Liu, Zekai ZhangChange DetectionPost-Disaster Damage Assessment

  31. Efficient Traffic Prediction at Scale: A Systematic Study of STGCN Architectural Depth

    Jun 8, 2026Soban Nasir Lone, Mohamed Abouelela, Taeyoung Yu +2Accurate Traffic ForecastingTemporal Graph Neural Networks

  32. Evidence-Guided Neural Architecture Selection under Uncertainty for Subject-Specific Blood Glucose Forecasting

    Jun 3, 2026Md Azharul Islam, Dwyer Deighan, Tarunraj Singha +1Continuous Glucose MonitoringTemporal Convolutional Networks

  33. Physics-Guided Attention in a Lightweight TCN for Efficient WiFi CSI-Based Human Activity Recognition

    Jun 1, 2026Chinthaka Ranasingha, Tharindu Fernando, Sridha Sridharan +2Human Activity RecognitionTemporal Convolutional Networks

  34. Adaptive Temporal Gating of Longitudinal Magnetic Resonance Imaging for Alzheimer's Prediction

    May 27, 2026Alireza Moayedikia, Sara Fin, Alicia Troncoso Lora +1AlzheimerTemporal Convolutional Networks

  35. GALAR-TemporalNet v2: Anatomy-Guided Dual-Branch Temporal Classification with Bidirectional Mamba and Dual-Graph GCN for Video Capsule Endoscopy -- after competition results

    May 21, 2026Jiye Won, Seangmin Lee, Soon Ki JungColonoscopyTemporal Convolutional Networks

  36. Minimalist Visual Inertial Odometry

    May 19, 2026Francesco Pasti, Jeremy Klotz, Nicola Bellotto +1Visual OdometryOdometry

  37. Exploitation of Hidden Context in Dynamic Movement Forecasting: A Neural Network Journey from Recurrent to Graph Neural Networks and General Purpose Transformers

    May 14, 2026Lukas Schelenz, Shobha Rajanna, Denis Gosalci +6Trajectory PredictionTemporal Convolutional Networks

  38. Local Spatiotemporal Convolutional Network for Robust Gait Recognition

    May 14, 2026Xiaoyun Wang, Cunrong Li, Wu WangTemporal Convolutional NetworksGait Recognition

  39. TSNN: A Non-parametric and Interpretable Framework for Traffic Time Series Forecasting

    May 9, 2026Bowen Liu, Haijian Lai, Chan-Tong Lam +4Accurate Traffic ForecastingTime Series Forecasting

  40. Transformer-Based Wildlife Species Classification from Daily Movement Trajectories

    May 7, 2026Obed Irakoze, Prasenjit MitraAnimalTemporal Convolutional Networks

  41. DualTCN: A Physics-Constrained Temporal Convolutional Network for 2 Time-Domain Marine CSEM Inversion

    May 6, 2026Khaled Ahmed, Ghada OmarTemporal Convolutional NetworksIll-Posed Inverse Problem

  42. Event-Based Early Warning of Vineyard Disease Risk from Environmental Time Series

    May 6, 2026Ivica Dimitrovski, Ivan Kitanovski, Danco Davcev +2Leaf Disease ClassificationEarly Warning

  43. S-AI-Recursive: A Bio-Inspired and Temporal Sparse AI Architecture for Iterative, Introspective, and Energy-Frugal Reasoning

    May 5, 2026Said SlaouiBio-Inspired FrameworkArtificial Intelligence Systems

  44. Spatiotemporal Convolutions on EEG signal -- A Representation Learning Perspective on Efficient and Explainable EEG Classification with Convolutional Neural Nets

    May 5, 2026Laurits Dixen, Stefan Heinrich, Paolo BurelliElectroencephalogramTemporal Convolutional Networks

  45. A Novel Preprocessing-Driven Approach to Remaining Useful Life (RUL) Prediction Using Temporal Convolutional Networks (TCN)

    May 4, 2026Florent Imbert, Tosin Adewumi, Hui HanPredictive MaintenanceTurbofan Engines

  46. Efficient Spatio-Temporal Vegetation Pixel Classification with Vision Transformers

    Apr 30, 2026Alan Gomes, Anderson Gonçalves, Samuel Felipe dos Santos +6Normalized Difference Vegetation IndexVision Transformer

  47. Fully Analog Resonant Recurrent Neural Network via Metacircuit

    Apr 19, 2026Zixin Zhou, Tianxi Jiang, Menglong Yang +3AnalogNeuromorphic Hardware

  48. Deep Learning Network-Temporal Models For Traffic Prediction

    Mar 12, 2026Yufeng Xin, Ethan FanAccurate Traffic ForecastingTemporal Convolutional Networks

  49. A Hybrid TGN-SEAL Model for Dynamic Graph Link Prediction

    Feb 15, 2026Nafiseh Sadat Sajadi, Behnam Bahrak, Mahdi Jafari SiavoshaniTemporal Link PredictionTemporal Graph Neural Networks

  50. Classifying bioacoustic data without individual call annotations using temporal convolutional networks and feature extractors

    Oct 22, 2024Laia Garrobé Fonollosa, Douglas Gillespie, Lina Stankovic +2Acoustic SensingTemporal Convolutional Networks

  51. GCN-DevLSTM: Path Development for Skeleton-Based Action Recognition

    Mar 22, 2024Lei Jiang, Weixin Yang, Xin Zhang +1Skeleton-Based Action RecognitionTemporal Convolutional Networks