Methods › Sequential › Recurrent Neural Networks › GRU
Gated Recurrent Unit
GRU
Introduced by Kyunghyun Cho et al. in Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
A Gated Recurrent Unit, or GRU, is a type of recurrent neural network. It is similar to an LSTM, but only has two gates - a reset gate and an update gate - and notably lacks an output gate. Fewer parameters means GRUs are generally easier/faster to train than their LSTM counterparts.
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Papers archive 2025-07-28
30 shown of 683, 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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Emotion Detection on User Front-Facing App Interfaces for Enhanced Schedule Optimization: A Machine Learning Approach 24 Jun 2025 · 0 repositories · arXiv:2506.19280
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A Study of Dynamic Stock Relationship Modeling and S&P500 Price Forecasting Based on Differential Graph Transformer 23 Jun 2025 · 0 repositories · arXiv:2506.18717
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The Reflexive Integrated Information Unit: A Differentiable Primitive for Artificial Consciousness 15 Jun 2025 · 1 repository · arXiv:2506.13825
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Design of intelligent proofreading system for English translation based on CNN and BERT 5 Jun 2025 · 0 repositories · arXiv:2506.04811
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Hyperbolic recurrent neural network as the first type of non-Euclidean neural quantum state ansatz 28 May 2025 · 1 repository · arXiv:2505.22083
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Localized Weather Prediction Using Kolmogorov-Arnold Network-Based Models and Deep RNNs 27 May 2025 · 1 repository · arXiv:2505.22686
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Unified Deep Learning Approach for Estimating the Metallicities of RR Lyrae Stars Using light curves from Gaia Data Release 3 27 May 2025 · 0 repositories · arXiv:2505.20947
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SETransformer: A Hybrid Attention-Based Architecture for Robust Human Activity Recognition 25 May 2025 · 0 repositories · arXiv:2505.19369
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Riverine Flood Prediction and Early Warning in Mountainous Regions using Artificial Intelligence 24 May 2025 · 0 repositories · arXiv:2505.18645
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Tube Loss based Deep Networks For Improving the Probabilistic Forecasting of Wind Speed 23 May 2025 · 0 repositories · arXiv:2505.18284
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RLBenchNet: The Right Network for the Right Reinforcement Learning Task 21 May 2025 · 1 repository · arXiv:2505.15040
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Multi-Label Stereo Matching for Transparent Scene Depth Estimation 20 May 2025 · 1 repository · arXiv:2505.14008
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CATS: Clustering-Aggregated and Time Series for Business Customer Purchase Intention Prediction 19 May 2025 · 0 repositories · arXiv:2505.13558
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FAS-LLM: Large Language Model-Based Channel Prediction for OTFS-Enabled Satellite-FAS Links 14 May 2025 · 0 repositories · arXiv:2505.09751
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Multilingual Machine Translation with Quantum Encoder Decoder Attention-based Convolutional Variational Circuits 14 May 2025 · 0 repositories · arXiv:2505.09407
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Joint Graph Convolution and Sequential Modeling for Scalable Network Traffic Estimation 12 May 2025 · 0 repositories · arXiv:2505.07674
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Online Learning-based Adaptive Beam Switching for 6G Networks: Enhancing Efficiency and Resilience 12 May 2025 · 1 repository · arXiv:2505.08032
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Physics-informed Multiple-Input Operators for efficient dynamic response prediction of structures 11 May 2025 · 0 repositories · arXiv:2505.07090
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Privacy-Preserving Transformers: SwiftKey's Differential Privacy Implementation 8 May 2025 · 0 repositories · arXiv:2505.05648
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Optimizing Mouse Dynamics for User Authentication by Machine Learning: Addressing Data Sufficiency, Accuracy-Practicality Trade-off, and Model Performance Challenges 30 Apr 2025 · 0 repositories · arXiv:2504.21415
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RAGAT-Mind: A Multi-Granular Modeling Approach for Rumor Detection Based on MindSpore 24 Apr 2025 · 0 repositories · arXiv:2504.17574
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Dual-Path Enhancements in Event-Based Eye Tracking: Augmented Robustness and Adaptive Temporal Modeling 14 Apr 2025 · 0 repositories · arXiv:2504.09960
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Ensemble-Enhanced Graph Autoencoder with GAT and Transformer-Based Encoders for Robust Fault Diagnosis 13 Apr 2025 · 0 repositories · arXiv:2504.09427
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Integrated GARCH-GRU in Financial Volatility Forecasting 13 Apr 2025 · 0 repositories · arXiv:2504.09380
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Intelligent DoS and DDoS Detection: A Hybrid GRU-NTM Approach to Network Security 10 Apr 2025 · 0 repositories · arXiv:2504.07478
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A new training approach for text classification in Mental Health: LatentGLoss 9 Apr 2025 · 1 repository · arXiv:2504.07245
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OmniEcon Nexus: Global Microeconomic Simulation Engine 7 Apr 2025 · 1 repository
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Hybrid Deep Learning Model to Estimate Cognitive Effort from fNIRS Signals in Educational Game Playing 3 Apr 2025 · 0 repositories · arXiv:2504.13883
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State-of-the-Art Translation of Text-to-Gloss using mBART : A case study of Bangla 3 Apr 2025 · 0 repositories · arXiv:2504.02293
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Hierarchical Local-Global Feature Learning for Few-shot Malicious Traffic Detection 1 Apr 2025 · 0 repositories · arXiv:2504.03742
Tasks archive 2025-07-28
20 shown of 472 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