Methods › Sequential › Recurrent Neural Networks › LSTM › Papers, page 13

Long Short-Term Memory

LSTM

Papers archive 2025-07-28

archive papers tagged: 5,448 · with a code link: 1,823 · where Syntology ran a sample: 335 (283 with a run with no instrument failure, 52 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (335 of 5,448 tagged: 283 with a run with no instrument failure, 52 where every run was a failure of Syntology's instrument)

Page 13 of 55: papers 1,201 to 1,300 of 5,448, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• Improved Bitcoin Price Prediction based on COVID-19 data
  25 Jan 2023 · 0 repositories · arXiv:2301.10840
• Prediction of COVID-19 by Its Variants using Multivariate Data-driven Deep Learning Models
  25 Jan 2023 · 0 repositories · arXiv:2301.10616
• Recursive deep learning framework for forecasting the decadal world economic outlook
  25 Jan 2023 · 1 repository · arXiv:2301.10874
• RobustPdM: Designing Robust Predictive Maintenance against Adversarial Attacks
  25 Jan 2023 · 0 repositories · arXiv:2301.10822
• Transfer Learning in Deep Learning Models for Building Load Forecasting: Case of Limited Data
  25 Jan 2023 · 2 repositories · arXiv:2301.10663
• Low-Resource Compositional Semantic Parsing with Concept Pretraining
  24 Jan 2023 · 0 repositories · arXiv:2301.09809
• An Optimal Control Strategy for Execution of Large Stock Orders Using LSTMs
  23 Jan 2023 · 0 repositories · arXiv:2301.09705
• Deep Learning Mental Health Dialogue System
  23 Jan 2023 · 0 repositories · arXiv:2301.09412
• StockEmotions: Discover Investor Emotions for Financial Sentiment Analysis and Multivariate Time Series
  23 Jan 2023 · 2 repositories · arXiv:2301.09279
• E³Pose: Energy-Efficient Edge-assisted Multi-camera System for Multi-human 3D Pose Estimation
  21 Jan 2023 · 0 repositories · arXiv:2301.09015
• Brain Model State Space Reconstruction Using an LSTM Neural Network
  20 Jan 2023 · 0 repositories · arXiv:2301.08391
• Self-Organization Towards 1/f Noise in Deep Neural Networks
  20 Jan 2023 · 1 repository · arXiv:2301.08530
• Semantic-aware Contrastive Learning for More Accurate Semantic Parsing
  19 Jan 2023 · 0 repositories · arXiv:2301.07919
• Distributed LSTM-Learning from Differentially Private Label Proportions
  15 Jan 2023 · 0 repositories · arXiv:2301.07101
• Day-Ahead PV Power Forecasting Based on MSTL-TFT
  14 Jan 2023 · 0 repositories · arXiv:2301.05911
• Evolve Path Tracer: Early Detection of Malicious Addresses in Cryptocurrency
  13 Jan 2023 · 0 repositories · arXiv:2301.05412
• LiteLSTM Architecture Based on Weights Sharing for Recurrent Neural Networks
  12 Jan 2023 · 0 repositories · arXiv:2301.04794
• Deteksi Depresi dan Kecemasan Pengguna Twitter Menggunakan Bidirectional LSTM
  11 Jan 2023 · 0 repositories · arXiv:2301.04521
• Analysis of Arrhythmia Classification on ECG Dataset
  10 Jan 2023 · 0 repositories · arXiv:2301.10174
• Machine Learning Algorithms for Depression Detection and Their Comparison
  9 Jan 2023 · 0 repositories · arXiv:2301.03222
• On the Susceptibility and Robustness of Time Series Models through Adversarial Attack and Defense
  9 Jan 2023 · 0 repositories · arXiv:2301.03703
• Machine Learning Applied to Peruvian Vegetables Imports
  8 Jan 2023 · 0 repositories · arXiv:2301.03587
• An Image captioning algorithm based on the Hybrid Deep Learning Technique (CNN+GRU)
  6 Jan 2023 · 0 repositories · arXiv:2301.02440
• Attention-LSTM for Multivariate Traffic State Prediction on Rural Roads
  6 Jan 2023 · 0 repositories · arXiv:2301.02731
• Automatic Sound Event Detection and Classification of Great Ape Calls Using Neural Networks
  5 Jan 2023 · 1 repository · arXiv:2301.02214
• Neural Network Adaptive Control with Long Short-Term Memory
  5 Jan 2023 · 0 repositories · arXiv:2301.02316
• Modeling the Central Supermassive Black Holes Mass of Quasars via LSTM Approach
  4 Jan 2023 · 0 repositories · arXiv:2301.01459
• SwinLSTM: Improving Spatiotemporal Prediction Accuracy using Swin Transformer and LSTM
  1 Jan 2023 · 1 repository
• Transformer in Transformer as Backbone for Deep Reinforcement Learning
  30 Dec 2022 · 1 repository · arXiv:2212.14538
• Sequence Generation with Label Augmentation for Relation Extraction
  29 Dec 2022 · 1 repository · arXiv:2212.14266
• Robust representations of oil wells' intervals via sparse attention mechanism
  29 Dec 2022 · 2 repositories · arXiv:2212.14246
• Predictive Precoder Design for OTFS-Enabled URLLC: A Deep Learning Approach
  28 Dec 2022 · 0 repositories · arXiv:2212.13651
• Singing Voice Synthesis Based on a Musical Note Position-Aware Attention Mechanism
  28 Dec 2022 · 0 repositories · arXiv:2212.13703
• AER: Auto-Encoder with Regression for Time Series Anomaly Detection
  27 Dec 2022 · 3 repositories · arXiv:2212.13558
• From Single-Visit to Multi-Visit Image-Based Models: Single-Visit Models are Enough to Predict Obstructive Hydronephrosis
  27 Dec 2022 · 1 repository · arXiv:2212.13535
• Simple Yet Surprisingly Effective Training Strategies for LSTMs in Sensor-Based Human Activity Recognition
  23 Dec 2022 · 0 repositories · arXiv:2212.13918
• Predictive Coding Based Multiscale Network with Encoder-Decoder LSTM for Video Prediction
  22 Dec 2022 · 1 repository · arXiv:2212.11642
• Automatic Emotion Modelling in Written Stories
  21 Dec 2022 · 1 repository · arXiv:2212.11382
• ImPaKT: A Dataset for Open-Schema Knowledge Base Construction
  21 Dec 2022 · 0 repositories · arXiv:2212.10770
• Lifelong Reinforcement Learning with Modulating Masks
  21 Dec 2022 · 4 repositories · arXiv:2212.11110
• Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks
  20 Dec 2022 · 0 repositories · arXiv:2212.11085
• RangeAugment: Efficient Online Augmentation with Range Learning
  20 Dec 2022 · 1 repository · arXiv:2212.10553
• Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media
  19 Dec 2022 · 0 repositories · arXiv:2212.09839
• Learning from Training Dynamics: Identifying Mislabeled Data Beyond Manually Designed Features
  19 Dec 2022 · 1 repository · arXiv:2212.09321
• (Psycho-)Linguistic Features Meet Transformer Models for Improved Explainable and Controllable Text Simplification
  19 Dec 2022 · 0 repositories · arXiv:2212.09848
• Deep learning applied to computational mechanics: A comprehensive review, state of the art, and the classics
  18 Dec 2022 · 0 repositories · arXiv:2212.08989
• Graph Neural Network based Child Activity Recognition
  18 Dec 2022 · 0 repositories · arXiv:2212.09013
• TCFimt: Temporal Counterfactual Forecasting from Individual Multiple Treatment Perspective
  17 Dec 2022 · 0 repositories · arXiv:2212.08890
• Short-term Prediction of Household Electricity Consumption Using Customized LSTM and GRU Models
  16 Dec 2022 · 0 repositories · arXiv:2212.08757
• Improving Fast-slow Encoder based Transducer with Streaming Deliberation
  15 Dec 2022 · 0 repositories · arXiv:2212.07650
• Real-time detection of abnormal driving behavior based on long short-term memory network and regression residuals
  14 Dec 2022 · 0 repositories
• Can recurrent neural networks learn process model structure?
  13 Dec 2022 · 1 repository · arXiv:2212.06430
• On Mini-Batch Training with Varying Length Time Series
  13 Dec 2022 · 1 repository · arXiv:2212.06536
• Implementing Deep Learning-Based Approaches for Article Summarization in Indian Languages
  12 Dec 2022 · 0 repositories · arXiv:2212.05702
• Phases, Modalities, Temporal and Spatial Locality: Domain Specific ML Prefetcher for Accelerating Graph Analytics
  10 Dec 2022 · 0 repositories · arXiv:2212.05250
• Time Series Analysis in American Stock Market Recovering in Post COVID-19 Pandemic Period
  10 Dec 2022 · 0 repositories · arXiv:2212.05369
• CKG: Dynamic Representation Based on Context and Knowledge Graph
  9 Dec 2022 · 0 repositories · arXiv:2212.04909
• Comparative Study of Sentiment Analysis for Multi-Sourced Social Media Platforms
  9 Dec 2022 · 0 repositories · arXiv:2212.04688
• Decomposing a Recurrent Neural Network into Modules for Enabling Reusability and Replacement
  9 Dec 2022 · 0 repositories · arXiv:2212.05970
• GreenEyes: An Air Quality Evaluating Model based on WaveNet
  8 Dec 2022 · 1 repository · arXiv:2212.04175
• Bi-LSTM Price Prediction based on Attention Mechanism
  7 Dec 2022 · 0 repositories · arXiv:2212.03443
• A Novel Deep Reinforcement Learning Based Automated Stock Trading System Using Cascaded LSTM Networks
  6 Dec 2022 · 0 repositories · arXiv:2212.02721
• KATSum: Knowledge-aware Abstractive Text Summarization
  6 Dec 2022 · 0 repositories · arXiv:2212.03371
• Learning the joint distribution of two sequences using little or no paired data
  6 Dec 2022 · 0 repositories · arXiv:2212.03232
• Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition with Hierarchical Tucker Tensor Decomposition
  5 Dec 2022 · 0 repositories · arXiv:2212.02046
• An LSTM model for Twitter Sentiment Analysis
  4 Dec 2022 · 0 repositories · arXiv:2212.01791
• A comprehensive study of cotton price fluctuations using multiple Econometric and LSTM neural network models
  3 Dec 2022 · 0 repositories · arXiv:2212.01584
• FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting
  2 Dec 2022 · 1 repository · arXiv:2212.01209
• Embedding generation for text classification of Brazilian Portuguese user reviews: from bag-of-words to transformers
  1 Dec 2022 · 0 repositories · arXiv:2212.00587
• Generalizing Math Word Problem Solvers via Solution Diversification
  1 Dec 2022 · 1 repository · arXiv:2212.00833
• PIZZA: A new benchmark for complex end-to-end task-oriented parsing
  1 Dec 2022 · 2 repositories · arXiv:2212.00265
• Exploring the Long-Term Generalization of Counting Behavior in RNNs
  29 Nov 2022 · 0 repositories · arXiv:2211.16429
• Outfit Generation and Recommendation -- An Experimental Study
  29 Nov 2022 · 0 repositories · arXiv:2211.16353
• Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality
  28 Nov 2022 · 1 repository · arXiv:2211.15578
• An Anomaly Detection Method for Satellites Using Monte Carlo Dropout
  27 Nov 2022 · 0 repositories · arXiv:2211.14938
• How Crucial is Transformer in Decision Transformer?
  26 Nov 2022 · 1 repository · arXiv:2211.14655
  Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 2 pointer-only (licence)
• Deep-Learning-based Vulnerability Detection in Binary Executables
  25 Nov 2022 · 0 repositories · arXiv:2212.01254
• AI Knows Which Words Will Appear in Next Year's Korean CSAT
  24 Nov 2022 · 1 repository · arXiv:2211.15426
• Device Directedness with Contextual Cues for Spoken Dialog Systems
  23 Nov 2022 · 0 repositories · arXiv:2211.13280
• Lempel-Ziv Networks
  23 Nov 2022 · 0 repositories · arXiv:2211.13250
• SEAT: Stable and Explainable Attention
  23 Nov 2022 · 0 repositories · arXiv:2211.13290
• Explainability of Traditional and Deep Learning Models on Longitudinal Healthcare Records
  22 Nov 2022 · 0 repositories · arXiv:2211.12002
• MGADN: A Multi-task Graph Anomaly Detection Network for Multivariate Time Series
  22 Nov 2022 · 0 repositories · arXiv:2211.12141
• LSTM based models stability in the context of Sentiment Analysis for social media
  21 Nov 2022 · 0 repositories · arXiv:2211.11246
• Entity-Assisted Language Models for Identifying Check-worthy Sentences
  19 Nov 2022 · 0 repositories · arXiv:2211.10678
• A Copy Mechanism for Handling Knowledge Base Elements in SPARQL Neural Machine Translation
  18 Nov 2022 · 1 repository · arXiv:2211.10271
• Intrusion Detection in Internet of Things using Convolutional Neural Networks
  18 Nov 2022 · 0 repositories · arXiv:2211.10062
• Step Counting with Attention-based LSTM
  18 Nov 2022 · 1 repository · arXiv:2211.13114
• Are we certain it's anomalous?
  16 Nov 2022 · 1 repository · arXiv:2211.09224
  Syntology official (archive's flag): 19 ran · 19 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 0 honoured, 0 violated, 19 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 24 harvested samples)
• Data-driven Real-time Short-term Prediction of Air Quality: Comparison of ES, ARIMA, and LSTM
  16 Nov 2022 · 0 repositories · arXiv:2211.09814
• Multi-Timescale Modeling of Human Behavior
  16 Nov 2022 · 0 repositories · arXiv:2211.09001
• Token Turing Machines
  16 Nov 2022 · 1 repository · arXiv:2211.09119
• A Benchmark and Dataset for Post-OCR text correction in Sanskrit
  15 Nov 2022 · 1 repository · arXiv:2211.07980
• Hierarchical Phrase-based Sequence-to-Sequence Learning
  15 Nov 2022 · 1 repository · arXiv:2211.07906
• An Interpretable Hybrid Predictive Model of COVID-19 Cases using Autoregressive Model and LSTM
  14 Nov 2022 · 1 repository · arXiv:2211.17014
• Hand gesture recognition using 802.11ad mmWave sensor in the mobile device
  14 Nov 2022 · 0 repositories · arXiv:2211.07090
• ML framework for global river flood predictions based on the Caravan dataset
  14 Nov 2022 · 0 repositories · arXiv:2212.00719
• VCI-LSTM: Vector Choquet Integral-based Long Short-Term Memory
  14 Nov 2022 · 0 repositories
• Sentence-Level Sign Language Recognition Framework
  13 Nov 2022 · 0 repositories · arXiv:2211.14447
• Efficient Domain Coverage for Vehicles with Second-Order Dynamics via Multi-Agent Reinforcement Learning
  11 Nov 2022 · 0 repositories · arXiv:2211.05952