Temporal Convolutional Networks

Also known as TCN

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3 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Neural Networks for Temporal Pattern Recognition and Dynamic Arm Gesture Speed Estimation for Robot Control

    Oct 8, 2026Milán Zsolt Bagladi, László GulyásRecurrent Neural NetworksRobotic Perception

    Department of Artificial Intelligence ELTE Eötvös Loránd University Budapest, Hungary

  2. A Leakage-Aware Multimodal Evaluation Framework for Early Intraoperative Acute Kidney Injury Prediction

    Sep 22, 2026Quang Minh Nguyen, Duc Minh Le, Ho Nhat Minh Nguyen +2Temporal Convolutional NetworksClinical Prediction

    National Economics University, Hanoi, Vietnam

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

    Sep 15, 2026Zhang NengboOptical FlowAerial Robotics

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

  4. EConv-TasNet: Efficient Conv-TasNet for Effective Speech Separation

    Sep 11, 2026Pei-Chun Chang, Chuan-Yi LiuEfficient Neural Network InferenceTemporal Convolutional Networks

    Novatek Microelectronics Corporation Hsinchu, Taiwan

  5. LITEWAY: LIghtweight HAR via Temporal Efficient highWAY

    Aug 10, 2026Dominique Nshimyimana, Vitor Fortes Rey, Mengxi Liu +2Efficient Neural Network InferenceHuman Activity Recognition

    RPTU, DFKI Kaiserslautern, Germany

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

    Jul 31, 2026Mirza AkhiNetwork Intrusion DetectionCybersecurity

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

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

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

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

  8. Inferring Missing Trajectory Data with Temporal Convolutional Networks

    Jul 27, 2026Ilinca Tiriblecea, Gabriel TuriniciTime Series ImputationTemporal Convolutional Networks

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

  9. ATCNet-CIAM for Multi-Session Motor Imagery EEG Signal Classification

    Jul 26, 2026Le Huu Son Hai, Nguyen Chi Hai, Truong Viet Vu +3MI ClassificationBrain-Computer Interfaces

    Faculty of Information Technology, Van Lang School of Technology, Van Lang University, Ho Chi Minh City 70000, Vietnam

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

    Jul 23, 2026Christian Arzate Cruz, Stefanos Gkikas, Houshyar AsadiEfficient Neural Network InferenceExplainable Artificial Intelligence

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

  11. 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 KhanTemporal Convolutional NetworksPhysics-Informed ML

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

    Jul 9, 2026Sumit Satishrao Shevtekar, Chandresh Kumar MauryaLong-Term Time Series ForecastingTime Series Forecasting

  13. Video-Text Temporal Localization via Multi-Scale Convolution and Dynamic Routing

    Jul 6, 2026Gengtian Shi, Jinze Yu, Chenhao Wu +5Temporal Video GroundingTemporal Convolutional Networks

    Graduate School of Fundamental Science and Engineering, Waseda University, Tokyo, Japan · Generative AI Innovation Center, Amazon Web Services, Japan · Amazon, Germany

  14. LSTM Variants for Chaotic Dynamical Systems: An Empirical Study on the Lorenz Attractor

    Jun 21, 2026Ruslan GokhmanTemporal Convolutional NetworksChaotic Dynamical Systems

    Yeshiva University

  15. Deep Temporal Modeling and Ensemble Fusion for Multimodal Emotion Recognition from Physiological Signals

    Jun 12, 2026Desta Haileselassie Hagos, Saurav Keshari Aryal, Patrick Ymele-Leki +2Temporal Convolutional NetworksDeep Ensembles

    Howard University Washington, DC, USA

  16. 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

    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

  17. TARNet: A Temporal-Aware Multi-Scale Architecture for Closed-Set Speaker Identification

    May 8, 2026Yassin Terraf, Youssef IraqiAudio Representation LearningTemporal Convolutional Networks

    College of Computing, University Mohammed VI Polytechnic, Benguerir, Morocco · CID Development, Rabat, Morocco

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

    May 6, 2026Khaled Ahmed, Ghada OmarTemporal Convolutional NetworksPhysics-Informed ML

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

  19. Time-series Meets Complex Motion Modeling: Robust and Computational-effective Motion Predictor for Multi-object Tracking

    May 1, 2026Nhat-Tan Do, Le-Huy Tu, Nhi Ngoc-Yen Nguyen +2Temporal Convolutional NetworksMulti-Object Tracking

    Faculty of Information Science and Engineering, University of Information Technology, Ho Chi Minh City, Vietnam. · Vietnam National University, Ho Chi Minh City, Vietnam.

  20. Detecting and measuring respiratory events in horses during exercise with a microphone: deep learning vs. standard signal processing

    Aug 4, 2025Jeanne I. M. Parmentier, Rhana M. Aarts, Elin Hernlund +2Temporal Convolutional NetworksSound Event Detection

    Utrecht University · University of Twente · Inertia Technology B.V +5

  21. Temporal Convolutional Autoencoder for Interference Mitigation in FMCW Radar Altimeters

    May 28, 2025Charles E. Thornton, Jamie Sloop, Samuel Brown +3AutoencodersTemporal Convolutional Networks

    Virginia Tech National Security Institute, Blacksburg, VA, USA · The Boeing Company, Tukwila, WA, USA

  22. Efficient Traffic State Prediction With Dynamic Joint Spatio-Temporal Relation Inference

    Apr 10, 2025Zhifeng Hao, Kai Hu, Juncai Zhang +2Temporal Convolutional NetworksDynamic Graph Learning

    School of Cyberspace Security, Hainan University, Haikou, China