Methods › General › Feedforward Networks › Highway Network
Highway Network
Introduced by Rupesh Kumar Srivastava et al. in Highway Networks
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
A Highway Network is an architecture designed to ease gradient-based training of very deep networks. They allow unimpeded information flow across several layers on "information highways". The architecture is characterized by the use of gating units which learn to regulate the flow of information through a network. Highway networks with hundreds of layers can be trained directly using stochastic gradient descent and with a variety of activation functions.
Papers archive 2025-07-28
30 shown of 91, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Coordinated Ramp Metering Control based on Scalable Nonlinear Traffic Dynamics Model Discovery in a Large Network 9 Mar 2025 · 0 repositories · arXiv:2503.06767
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Robust and Unbounded Length Generalization in Autoregressive Transformer-Based Text-to-Speech 29 Oct 2024 · 1 repository · arXiv:2410.22179
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Enhancing Kurdish Text-to-Speech with Native Corpus Training: A High-Quality WaveGlow Vocoder Approach 10 Sep 2024 · 0 repositories · arXiv:2409.13734
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Training Universal Vocoders with Feature Smoothing-Based Augmentation Methods for High-Quality TTS Systems 4 Sep 2024 · 0 repositories · arXiv:2409.02517
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Highway Networks for Improved Surface Reconstruction: The Role of Residuals and Weight Updates 11 Jul 2024 · 1 repository · arXiv:2407.08134
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Stable Weight Updating: A Key to Reliable PDE Solutions Using Deep Learning 10 Jul 2024 · 0 repositories · arXiv:2407.07375
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Modeling of spatially embedded networks via regional spatial graph convolutional networks 20 Jun 2024 · 1 repository
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Informed along the road: roadway capacity driven graph convolution network for network-wide traffic prediction 18 Jun 2024 · 0 repositories · arXiv:2406.13057
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Traffic Prediction considering Multiple Levels of Spatial-temporal Information: A Multi-scale Graph Wavelet-based Approach 18 Jun 2024 · 0 repositories · arXiv:2406.13038
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Leveraging the Interplay Between Syntactic and Acoustic Cues for Optimizing Korean TTS Pause Formation 3 Apr 2024 · 0 repositories · arXiv:2404.02592
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A Data-Driven Integrated Framework for Fast-Charging Facility Planning using Multi-Period Bi-Objective Optimization 21 Nov 2023 · 0 repositories · arXiv:2311.12700
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Reinforcement Learning with Model Predictive Control for Highway Ramp Metering 15 Nov 2023 · 1 repository · arXiv:2311.08820
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Distil the informative essence of loop detector data set: Is network-level traffic forecasting hungry for more data? 31 Oct 2023 · 1 repository · arXiv:2310.20366
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Power-Enhanced Residual Network for Function Approximation and Physics-Informed Inverse Problems 24 Oct 2023 · 1 repository · arXiv:2310.15690
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An overview of text-to-speech systems and media applications 22 Oct 2023 · 0 repositories · arXiv:2310.14301
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Energy-Based Models For Speech Synthesis 19 Oct 2023 · 0 repositories · arXiv:2310.12765
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Facilitating Battery Swapping Services for Freight Trucks with Spatial-Temporal Demand Prediction 1 Oct 2023 · 0 repositories · arXiv:2310.04440
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The DeepZen Speech Synthesis System for Blizzard Challenge 2023 30 Aug 2023 · 0 repositories · arXiv:2308.15945
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Machine learning for option pricing: an empirical investigation of network architectures 14 Jul 2023 · 0 repositories · arXiv:2307.07657
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Multilingual Text-to-Speech Synthesis for Turkic Languages Using Transliteration 25 May 2023 · 1 repository · arXiv:2305.15749
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A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers 16 Apr 2023 · 0 repositories · arXiv:2304.07842
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ArmanTTS single-speaker Persian dataset 7 Apr 2023 · 0 repositories · arXiv:2304.03585
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Investigation of Japanese PnG BERT language model in text-to-speech synthesis for pitch accent language 16 Dec 2022 · 0 repositories · arXiv:2212.08321
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Investigating Content-Aware Neural Text-To-Speech MOS Prediction Using Prosodic and Linguistic Features 1 Nov 2022 · 0 repositories · arXiv:2211.00342
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Cross-lingual Text-To-Speech with Flow-based Voice Conversion for Improved Pronunciation 31 Oct 2022 · 0 repositories · arXiv:2210.17264
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Towards Developing State-of-the-Art TTS Synthesisers for 13 Indian Languages with Signal Processing aided Alignments 31 Oct 2022 · 0 repositories · arXiv:2210.17153
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Efficiently Trained Low-Resource Mongolian Text-to-Speech System Based On FullConv-TTS 24 Oct 2022 · 0 repositories · arXiv:2211.01948
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Facial Landmark Predictions with Applications to Metaverse 29 Sep 2022 · 1 repository · arXiv:2209.14698
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Self-supervised learning for robust voice cloning 7 Apr 2022 · 0 repositories · arXiv:2204.03421
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Singing-Tacotron: Global duration control attention and dynamic filter for End-to-end singing voice synthesis 16 Feb 2022 · 0 repositories · arXiv:2202.07907
Tasks archive 2025-07-28
20 shown of 84 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections