Temporal Convolutional Networks

Ask about this topic

Momentum

6 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 47

All topics
CardsList

  1. Spatiotemporal Hyperedges for EEG Seizure Detection and Prediction

    Sep 29, 2026Hyunju Kim, Sheo Yon Jhin, Noseong Park +1Seizure DetectionElectroencephalography

    School of Computational Science and Engineering Georgia Institute of Technology Atlanta, GA, USA · School of Computing Korea Advanced Institute of Science and Technology Daejeon, Republic of Korea

  2. Sub-Model Short-Term Memory Convolutions for Keyword Spotting Systems on Device

    Sep 28, 2026Paweł Warlewski, Artur Czeczko, Artur Szumaczuk +2Keyword SpottingResource-Constrained Edge Devices

    Samsung R&D Institute Poland · Samsung AI Center Warsaw

  3. Neuralized Multi-Wavelet Decomposition for Time Series Classification and Forecasting

    Sep 24, 2026Xiaohan Jiang, Jingyuan Wang, Jiahao Ji +3Time-Series ClassificationMulti-Scale Convolution

    School of Computer Science and Engineering, Beihang University, Beijing, China · School of Computer Science and Engineering and the School of Economics and Management, Beihang University, Beijing, China · School of Computer Science and Engineering, Beihang University, Beijing, China, and are also with the MOE Engineering Research Center of Advanced Computer Application Technology, Beihang University, China +1

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

    Sep 15, 2026Zhang NengboOptical FlowTemporal Convolutional Networks

    School of Aerospace Engineering, Engineering Campus Universiti Sains Malaysia, 14300 Nibong Tebal, Pulau Pinang, Malaysia

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

    Sep 15, 2026Corentin Presvôts, Adrien MeynardWaveletsTemporal Convolutional Networks

    Phys-ENS · CNRS, ENS de Lyon, LPENSL, UMR 5672, Lyon, France

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

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

    College of Mathematics and Statistics, Chongqing University, China

  7. 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

    Department of Computer Science, Graduate School of Engineering, Nagoya Institute of Technology, Nagoya, 466-8555, Japan · International Research Center for Neurointelligence, The University of Tokyo, Tokyo, 113-0033, Japan. · Faculty of Information and Human Sciences, Kyoto Institute of Technology, Kyoto, 606-8585, Japan

  8. A Hybrid Framework of Vision Transformer and Gated Recurrent Unit for Detection of Mosquito Diseases

    Aug 12, 2026Danial Sharifrazi, Saadat Behzadi, Nouman Javed +3Accurate Dengue ForecastingTemporal Convolutional Networks

  9. LITEWAY: LIghtweight HAR via Temporal Efficient highWAY

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

    RPTU, DFKI Kaiserslautern, Germany

  10. 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 RecognitionChannel State Information

    Universidade Tecnol´ogica Federal do Paran´a (UTFPR), Programa de P´os-Graduac¸˜ao em Engenharia El´etrica e Inform´atica Industrial (CPGEI-CT), Av. Sete de Setembro, 3165, Curitiba, 80230-901, Brazil · INESC TEC, Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, Porto, 4200-465, Porto, Portugal

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

    Jul 31, 2026Mirza AkhiInternet Of ThingDeep Learning

    Data-Driven Computer Engineering (D2ICE) Research Centre Department of Electronic and Computer Engineering Faculty of Science and Engineering University of Limerick

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

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

    1IRISA, Universit´e de Rennes, INSA Rennes, France. · 2LETG, IRISA, Universit´e Rennes 2, 35043 Rennes, France.

  13. Inferring Missing Trajectory Data with Temporal Convolutional Networks

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

    Independent Researcher, Oxford, UK · CEREMADE, Université Paris Dauphine - PSL, CNRS, Paris, FRANCE

  14. 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 Coding

    Yale University

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

    Jul 23, 2026Simone Arreghini, Mirko Nava, Nicholas Carlotti +2Two-Dimensional Light Detection And RangingLocal Camera Pose

    Dalle Molle Institute for Artificial Intelligence (IDSIA), USI-SUPSI, Lugano, Switzerland

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

    Jul 23, 2026Christian Arzate Cruz, Stefanos Gkikas, Houshyar AsadiTemporal Convolutional NetworksEmotion Recognition

    Honda Research Institute Japan Wako City, Japan · Institute for Intelligent Systems Research and Innovations (IISRI) Deakin University Geelong, Australia

  17. Regime-Aware Physics-Guided Early Warning of Lithium-Ion Battery Thermal Runaway Using Thermo-Mechanical Signals

    Jul 21, 2026Syed Sajid Ullah, Muhammad Zunair Zamir, Salman KhanLithium-Ion BatteriesEarly Warning

  18. Spatiotemporal Facial Action Unit Detection using Twin Cycle Autoencoders for Driver Monitoring

    Jul 18, 2026Sai Sidharth DTemporal Convolutional NetworksFacial Expression Recognition

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

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

    Electrical Engg. Department, DHA Suffa University, Karachi, Pakistan · Salim Habib University, Karachi, Sindh, Pakistan · Intel Foundry Services, Intel, Tempe, Arizona, United States

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

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

    Sigma Nova Paris, France · Goethe University Frankfurt Frankfurt, Germany

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

    Jul 9, 2026Sumit Satishrao Shevtekar, Chandresh Kumar MauryaShort-Horizon ForecastingTemporal Convolutional Networks

  22. Domain Knowledge Based Temporal-Spatial Graph Convolution Network for ECG Recognition

    Jul 1, 2026Wenting Ma, Zhipeng Zhang, Xiaohang Yuan +6Temporal Convolutional NetworksTemporal Graph Neural Networks

    China Mobile Research Institute, Beijing, China · China Mobile GBA (Greater Bay Area) Innovation Institute, Guangzhou, China · Beijing Jiaotong University, Beijing, China +2

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

    Jun 26, 2026Mohammad Imtiaz Hasan, Abyad Enan, Jean Michel Tine +3Automated VehiclesTemporal Convolutional Networks

    Glenn Department of Civil Engineering, Clemson University, Clemson, 29634, South Carolina, USA

  24. 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 +5Arabic Natural Language ProcessingArabic

    School of Electronic Information, Wuhan University, Wuhan Hubei, 430072, China · School of Computing and Information Systems, University of Melbourne, Melbourne, Australia · Northwestern Polytechnical University +1

  25. StreamPPG: Low-Latency rPPG Estimation via Consistent Privileged Learning

    Jun 22, 2026Yiming Li, Yihan Yang, Yuguang Chu +4Remote PhotoplethysmographyPhysiological Signals

    ARXIV

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

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

    Department of Mathematics and Systems Engineering, Florida Institute of Technology, Melbourne, FL, 32901, USA

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

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

    Central South University of Forestry and Technology, School of Computer Science and Mathematics, Changsha, 410004, Hunan, P.R. China · Central South University, School of Computer Science and Engineering, Changsha, 410083, Hunan, P.R. China

  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

    School of Computing and Artificial Intelligence, Southwest Jiaotong University, Chengdu 611756, China · Eindhoven University of Technology, Eindhoven 5612 AZ, Netherlands

  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 ZhangPost-Disaster Damage AssessmentChange Detection

    School of Control Science and Engineering, Shandong University, Ji’nan 250061, China

  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

    Technical University of Munich Munich, Germany · The University of Queensland Brisbane, Australia

  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 MonitoringForecasting Backbone

    Department of Mechanical and Aerospace Engineering, University at Buffalo, Buffalo, NY, USA · Computational and Data-Enabled Sciences, University at Buffalo, Buffalo, NY, USA · University at Buffalo, Buffalo, NY, USA

  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 RecognitionChannel State Information

    Signal Processing, Artificial Intelligence and Vision Technologies (SAIVT) Research Group, School of Electrical Engineering and Robotics, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia

  34. Minimalist Visual Inertial Odometry

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

    Department of Information Engineering, University of Padua, Padua, Italy · Computer Science Department, Columbia University, New York, NY, USA

  35. Long-horizon prediction of three-dimensional wall-bounded turbulence with CTA-Swin-UNet and resolvent analysis

    May 18, 2026Bo Chen, Yitong Fan, Jie Yao +1Turbulent FlowsLong-Horizon Forecasting

    School of Aeronautics and Astronautics, Shanghai Jiao Tong University, Shanghai 200240, China · School of Interdisciplinary Science, Beijing Institute of Technology, Beijing 100081, China

  36. 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 +6Temporal Convolutional NetworksNeural Network

    Fraunhofer Institute for Integrated Circuits IIS, 90411 Nürnberg, Germany · Friedrich-Alexander-Universität Erlangen-Nürnberg, 91058 Erlangen, Germany

  37. Local Spatiotemporal Convolutional Network for Robust Gait Recognition

    May 14, 2026Xiaoyun Wang, Cunrong Li, Wu WangGait RecognitionTemporal Convolutional Networks

    School of Mechanical and Electrical Engineering, Osh State University

  38. Practical Wi-Fi-based Motion Recognition Under Variable Traffic Patterns

    May 8, 2026Guolin Yin, Junqing Zhang, Guanxiong Shen +1Human Activity RecognitionWireless Communications

    Centre for Wireless Innovation (CWI), School of Electronics, Electrical Engineering and Computer Science, Queen’s University Belfast, Belfast, BT3 9DT, U.K. · School of Computer Science and Informatics, University of Liverpool, Liverpool, L69 3DR, United Kingdom · School of Cyber Science and Engineering, Southeast University, Nanjing, 210096, China

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

    May 7, 2026Obed Irakoze, Prasenjit MitraSpecies IdentificationSpecies

    Department of Electrical & Computer Engineering Carnegie Mellon University Africa Kigali, Rwanda

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

    May 6, 2026Khaled Ahmed, Ghada OmarSubsurface ScatteringTemporal Convolutional Networks

    School of Computing, Southern Illinois University Carbondale, Carbondale, IL, 62901, USA · School of Mathematics and Statistics, Southern Illinois University Carbondale, Carbondale, IL, 62901, USA

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

    May 6, 2026Ivica Dimitrovski, Ivan Kitanovski, Danco Davcev +2Early WarningLeaf Disease Classification

    Faculty of Computer Science and Engineering University Ss Cyril and Methodius Skopje 1000, North Macedonia

  42. 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 BurelliTemporal Convolutional NetworksElectroencephalography

    IT University of Copenhagen Denmark

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

    May 4, 2026Florent Imbert, Tosin Adewumi, Hui HanUseful Life PredictionTemporal Convolutional Networks

    Machine Learning Group · Lulea University of Technology · Lulea, Sweden

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

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

    Department of Computing, Federal University of São Carlos (UFSCar), Sorocaba, 18052-780, Brazil · Center for Research on Biodiversity Dynamics and Climate Change and Department of Biodiversity, Bioscience Institute, São Paulo State University (UNESP), Rio Claro, 13506-900, Brazil · Wageningen University & Research (WUR), Wageningen, 6708PB, Netherlands

  45. GAFSV-Net: A Vision Framework for Online Signature Verification

    Apr 30, 2026Himanshu Singhal, Suresh SundaramOnline Signature VerificationSignatures

    Indian Institute of Technology Guwahati

  46. CWT-Enhanced Vibration Sensing With Time-Frequency Region Localization Using YOLO

    Sep 3, 2025Po-Heng Chou, Wei-Lung Mao, Ru-Ping Lin +2VibrationTime-Frequency

    Research Center for Information Technology Innovation (CITI), Academia Sinica (AS), Taipei 11529, Taiwan · Department of Electrical Engineering, National Yunlin University of Science and Technology (NYUST), Yunlin 64002, Taiwan

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

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

    Sea Mammal Research Unit, School of Biology, University of St. Andrews, KY16 9TH, St. Andrews, Scotland · Electrical and Electronic Engineering, University of Strathclyde, Montrose Street, Glasgow, G1 1XJ, Scotland · Electrical and Electronic Engineering, University of Strathclyde, George Street, Glasgow, G1 1XW, Scotland