Methods › Sequential › Recurrent Neural Networks › LSTM › Papers, page 3
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 3 of 55: papers 201 to 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.
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Load and Renewable Energy Forecasting Using Deep Learning for Grid Stability 23 Jan 2025 · 0 repositories · arXiv:2501.13412
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Multi-Level Attention and Contrastive Learning for Enhanced Text Classification with an Optimized Transformer 23 Jan 2025 · 0 repositories · arXiv:2501.13467
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Sparse identification of nonlinear dynamics and Koopman operators with Shallow Recurrent Decoder Networks 23 Jan 2025 · 1 repository · arXiv:2501.13329
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Development of an Inclusive Educational Platform Using Open Technologies and Machine Learning: A Case Study on Accessibility Enhancement 22 Jan 2025 · 0 repositories · arXiv:2503.15501
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EmoTech: A Multi-modal Speech Emotion Recognition Using Multi-source Low-level Information with Hybrid Recurrent Network 22 Jan 2025 · 0 repositories · arXiv:2501.12674
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Automatic selection of the best neural architecture for time series forecasting via multi-objective optimization and Pareto optimality conditions 21 Jan 2025 · 0 repositories · arXiv:2501.12215
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Synthetic Data Generation by Supervised Neural Gas Network for Physiological Emotion Recognition Data 19 Jan 2025 · 1 repository · arXiv:2501.16353
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Enhancing User Intent for Recommendation Systems via Large Language Models 18 Jan 2025 · 0 repositories · arXiv:2501.10871
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A recursive Bayesian neural network for constitutive modeling of sands under monotonic loading 17 Jan 2025 · 0 repositories · arXiv:2501.10088
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Attention based Bidirectional GRU hybrid model for inappropriate content detection in Urdu language 16 Jan 2025 · 0 repositories · arXiv:2501.09722
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Intra-day Solar and Power Forecast for Optimization of Intraday Market Participation 16 Jan 2025 · 0 repositories · arXiv:2501.09551
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Sentiment Analysis in Twitter Social Network Centered on Cryptocurrencies Using Machine Learning 16 Jan 2025 · 0 repositories · arXiv:2501.09777
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Understanding Mental Health Content on Social Media and Its Effect Towards Suicidal Ideation 16 Jan 2025 · 0 repositories · arXiv:2501.09309
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Induced Model Matching: Restricted Models Help Train Full-Featured Models 15 Jan 2025 · 3 repositories
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Integrating Cybersecurity in Predictive Cost-Benefit Power Scheduling: A DeepStack Model with Dynamic Defense Mechanism 15 Jan 2025 · 0 repositories · arXiv:2501.08916
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Aviation Safety Enhancement via NLP & Deep Learning: Classifying Flight Phases in ATSB Safety Reports 14 Jan 2025 · 0 repositories · arXiv:2501.07923
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Phase of Flight Classification in Aviation Safety using LSTM, GRU, and BiLSTM: A Case Study with ASN Dataset 14 Jan 2025 · 0 repositories · arXiv:2501.07925
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Spatio-Temporal Graph Convolutional Networks: Optimised Temporal Architecture 14 Jan 2025 · 0 repositories · arXiv:2501.10454
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Time series forecasting for multidimensional telemetry data using GAN and BiLSTM in a Digital Twin 14 Jan 2025 · 0 repositories · arXiv:2501.08464
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An Investigation into Seasonal Variations in Energy Forecasting for Student Residences 13 Jan 2025 · 0 repositories · arXiv:2501.07423
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Improving Pain Classification using Spatio-Temporal Deep Learning Approaches with Facial Expressions 12 Jan 2025 · 0 repositories · arXiv:2501.06787
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Kolmogorov-Arnold Recurrent Network for Short Term Load Forecasting Across Diverse Consumers 12 Jan 2025 · 0 repositories · arXiv:2501.06965
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Sequential Classification of Aviation Safety Occurrences with Natural Language Processing 11 Jan 2025 · 0 repositories · arXiv:2501.06490
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LLVD: LSTM-based Explicit Motion Modeling in Latent Space for Blind Video Denoising 10 Jan 2025 · 0 repositories · arXiv:2501.05744
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Load Forecasting for Households and Energy Communities: Are Deep Learning Models Worth the Effort? 9 Jan 2025 · 1 repository · arXiv:2501.05000
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A Diversity-Enhanced Knowledge Distillation Model for Practical Math Word Problem Solving 7 Jan 2025 · 1 repository · arXiv:2501.03670
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Context Aware Lemmatization and Morphological Tagging Method in Turkish 4 Jan 2025 · 0 repositories · arXiv:2501.02361
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Comparative Study of Deep Learning Architectures for Textual Damage Level Classification 3 Jan 2025 · 0 repositories · arXiv:2501.01694
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Classification of Operational Records in Aviation Using Deep Learning Approaches 2 Jan 2025 · 0 repositories · arXiv:2501.01222
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Disambiguation of Chinese Polyphones in an End-to-End Framework with Semantic Features Extracted by Pre-trained BERT 2 Jan 2025 · 0 repositories · arXiv:2501.01102
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Embedding-based Approaches to Hyperpartisan News Detection 2 Jan 2025 · 0 repositories · arXiv:2501.01370
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RealDiffFusionNet: Neural Controlled Differential Equation Informed Multi-Head Attention Fusion Networks for Disease Progression Modeling Using Real-World Data 2 Jan 2025 · 0 repositories · arXiv:2501.02025
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Risk forecasting using Long Short-Term Memory Mixture Density Networks 2 Jan 2025 · 1 repository · arXiv:2501.01278
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HMM-LSTM Fusion Model for Economic Forecasting 1 Jan 2025 · 1 repository · arXiv:2501.02002
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Spatial Temporal Attention based Target Vehicle Trajectory Prediction for Internet of Vehicles 1 Jan 2025 · 0 repositories · arXiv:2501.00890
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Advancing Parkinson's Disease Progression Prediction: Comparing Long Short-Term Memory Networks and Kolmogorov-Arnold Networks 30 Dec 2024 · 0 repositories · arXiv:2412.20744
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AfriHG: News headline generation for African Languages 28 Dec 2024 · 1 repository · arXiv:2412.20223Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 1 pointer-only (licence)
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Generative Pretrained Embedding and Hierarchical Irregular Time Series Representation for Daily Living Activity Recognition 27 Dec 2024 · 1 repository · arXiv:2412.19732
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Machine Learning for Sentiment Analysis of Imported Food in Trinidad and Tobago 27 Dec 2024 · 0 repositories · arXiv:2412.19781
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Seq2Seq Model-Based Chatbot with LSTM and Attention Mechanism for Enhanced User Interaction 27 Dec 2024 · 0 repositories · arXiv:2501.00049
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Injecting Bias into Text Classification Models using Backdoor Attacks 25 Dec 2024 · 0 repositories · arXiv:2412.18975
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Detection and Forecasting of Parkinson Disease Progression from Speech Signal Features Using MultiLayer Perceptron and LSTM 24 Dec 2024 · 0 repositories · arXiv:2412.18248
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Generalized Mean Absolute Directional Loss as a Solution to Overfitting and High Transaction Costs in Machine Learning Models Used in High-Frequency Algorithmic Investment Strategies 24 Dec 2024 · 0 repositories · arXiv:2412.18405
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DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak 23 Dec 2024 · 0 repositories · arXiv:2412.17522
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Three-Class Text Sentiment Analysis Based on LSTM 23 Dec 2024 · 0 repositories · arXiv:2412.17347
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Real-time Bangla Sign Language Translator 21 Dec 2024 · 1 repository · arXiv:2412.16497
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CNN-LSTM Hybrid Deep Learning Model for Remaining Useful Life Estimation 20 Dec 2024 · 0 repositories · arXiv:2412.15998
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Deep reinforcement learning with time-scale invariant memory 19 Dec 2024 · 1 repository · arXiv:2412.15292
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Exploring Machine Learning Engineering for Object Detection and Tracking by Unmanned Aerial Vehicle (UAV) 19 Dec 2024 · 0 repositories · arXiv:2412.15347
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Compositional Generalization Across Distributional Shifts with Sparse Tree Operations 18 Dec 2024 · 1 repository · arXiv:2412.14076
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Exploring Transformer-Augmented LSTM for Temporal and Spatial Feature Learning in Trajectory Prediction 18 Dec 2024 · 0 repositories · arXiv:2412.13419
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Hybrid CNN-LSTM based Indoor Pedestrian Localization with CSI Fingerprint Maps 18 Dec 2024 · 1 repository · arXiv:2412.13601
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Enhanced Momentum with Momentum Transformers 17 Dec 2024 · 0 repositories · arXiv:2412.12516
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LLMs are Also Effective Embedding Models: An In-depth Overview 17 Dec 2024 · 0 repositories · arXiv:2412.12591
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Machine Learning-Based Estimation Of Wave Direction For Unmanned Surface Vehicles 17 Dec 2024 · 0 repositories · arXiv:2412.16205
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Wind Speed Forecasting Based on Data Decomposition and Deep Learning Models: A Case Study of a Wind Farm in Saudi Arabia 17 Dec 2024 · 0 repositories · arXiv:2412.13356
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On the Role of Surrogates in Conformal Inference of Individual Causal Effects 16 Dec 2024 · 1 repository · arXiv:2412.12365
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A Staged Deep Learning Approach to Spatial Refinement in 3D Temporal Atmospheric Transport 14 Dec 2024 · 0 repositories · arXiv:2412.10945
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Robust Persian Digit Recognition in Noisy Environments Using Hybrid CNN-BiGRU Model 14 Dec 2024 · 0 repositories · arXiv:2412.10857
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Comparative Analysis of Mel-Frequency Cepstral Coefficients and Wavelet Based Audio Signal Processing for Emotion Detection and Mental Health Assessment in Spoken Speech 12 Dec 2024 · 0 repositories · arXiv:2412.10469
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Quantum Kernel-Based Long Short-term Memory for Climate Time-Series Forecasting 12 Dec 2024 · 0 repositories · arXiv:2412.08851
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Speech-Forensics: Towards Comprehensive Synthetic Speech Dataset Establishment and Analysis 12 Dec 2024 · 0 repositories · arXiv:2412.09032Syntology 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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Enhancing Cybersecurity in IoT Networks: A Deep Learning Approach to Anomaly Detection 11 Dec 2024 · 0 repositories · arXiv:2412.08301
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Parameter Estimation based Automatic Modulation Recognition for Radio Frequency Signal 11 Dec 2024 · 0 repositories · arXiv:2412.08251
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Digital Transformation in the Water Distribution System based on the Digital Twins Concept 9 Dec 2024 · 1 repository · arXiv:2412.06694
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Parkinson's Disease Diagnosis Through Deep Learning: A Novel LSTM-Based Approach for Freezing of Gait Detection 9 Dec 2024 · 0 repositories · arXiv:2412.06709
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Depression detection from Social Media Bangla Text Using Recurrent Neural Networks 8 Dec 2024 · 0 repositories · arXiv:2412.05861
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APS-LSTM: Exploiting Multi-Periodicity and Diverse Spatial Dependencies for Flood Forecasting 7 Dec 2024 · 1 repository · arXiv:2412.06835
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Constrained Control for Autonomous Spacecraft Rendezvous: Learning-Based Time Shift Governor 7 Dec 2024 · 0 repositories · arXiv:2412.05748
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UNet++ and LSTM combined approach for Breast Ultrasound Image Segmentation 7 Dec 2024 · 0 repositories · arXiv:2412.05585
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Machine Learning-Based mmWave MIMO Beam Tracking in V2I Scenarios: Algorithms and Datasets 6 Dec 2024 · 1 repository · arXiv:2412.05427
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Automated LaTeX Code Generation from Handwritten Math Expressions Using Vision Transformer 5 Dec 2024 · 0 repositories · arXiv:2412.03853
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Modeling Eye Gaze Velocity Trajectories using GANs with Spectral Loss for Enhanced Fidelity 5 Dec 2024 · 1 repository · arXiv:2412.04184
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Advanced Risk Prediction and Stability Assessment of Banks Using Time Series Transformer Models 4 Dec 2024 · 0 repositories · arXiv:2412.03606
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Modularized Neural Network Incorporating Physical Priors for Smart Building Control, Accuracy or Consistency? 4 Dec 2024 · 0 repositories · arXiv:2412.02943
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Towards the efficacy of federated prediction for epidemics on networks 3 Dec 2024 · 1 repository · arXiv:2412.02161
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VR Based Emotion Recognition Using Deep Multimodal Fusion With Biosignals Across Multiple Anatomical Domains 3 Dec 2024 · 0 repositories · arXiv:2412.02283
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FedPAW: Federated Learning with Personalized Aggregation Weights for Urban Vehicle Speed Prediction 2 Dec 2024 · 1 repository · arXiv:2412.01281
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MPBD-LSTM: A Predictive Model for Colorectal Liver Metastases Using Time Series Multi-phase Contrast-Enhanced CT Scans 2 Dec 2024 · 1 repository · arXiv:2412.01973
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Forecasting Foreign Exchange Market Prices Using Technical Indicators with Deep Learning and Attention Mechanism 29 Nov 2024 · 0 repositories · arXiv:2411.19763
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Multi-task CNN Behavioral Embedding Model For Transaction Fraud Detection 29 Nov 2024 · 0 repositories · arXiv:2411.19457
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NushuRescue: Revitalization of the Endangered Nushu Language with AI 29 Nov 2024 · 1 repository · arXiv:2412.00218
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Stock Price Prediction using Multi-Faceted Information based on Deep Recurrent Neural Networks 29 Nov 2024 · 0 repositories · arXiv:2411.19766
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EzSQL: An SQL intermediate representation for improving SQL-to-text Generation 28 Nov 2024 · 0 repositories · arXiv:2411.18923
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Predicting Extubation Failure in Intensive Care: The Development of a Novel, End-to-End Actionable and Interpretable Prediction System 27 Nov 2024 · 0 repositories · arXiv:2412.00105
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The Performance of the LSTM-based Code Generated by Large Language Models (LLMs) in Forecasting Time Series Data 27 Nov 2024 · 0 repositories · arXiv:2411.18731
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CatNet: Controlling the False Discovery Rate in LSTM with SHAP Feature Importance and Gaussian Mirrors 25 Nov 2024 · 0 repositories · arXiv:2411.16666
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FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning 25 Nov 2024 · 0 repositories · arXiv:2411.16277
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Machine Learning for the Digital Typhoon Dataset: Extensions to Multiple Basins and New Developments in Representations and Tasks 25 Nov 2024 · 1 repository · arXiv:2411.16421
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A Comparative Analysis of Transformer and LSTM Models for Detecting Suicidal Ideation on Reddit 23 Nov 2024 · 1 repository · arXiv:2411.15404
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Transparent but Powerful: Explainability, Accuracy, and Generalizability in ADHD Detection from Social Media Data 23 Nov 2024 · 0 repositories · arXiv:2411.15586
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A Deep Learning Approach to Predict the Fall [of Price] of Cryptocurrency Long Before its Actual Fall 20 Nov 2024 · 0 repositories · arXiv:2411.13615
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Probabilistic Dynamic Line Rating Forecasting with Line Graph Convolutional LSTM 20 Nov 2024 · 0 repositories · arXiv:2411.12963
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Quantum Kernel-Based Long Short-term Memory 20 Nov 2024 · 0 repositories · arXiv:2411.13225
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Bi-LSTM neural network for EEG-based error detection in musicians' performance 19 Nov 2024 · 0 repositories · arXiv:2411.12400
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High-Throughput Blind Co-Channel Interference Cancellation for Edge Devices Using Depthwise Separable Convolutions, Quantization, and Pruning 19 Nov 2024 · 0 repositories · arXiv:2411.12541
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Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues 19 Nov 2024 · 2 repositories · arXiv:2411.12537Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Real-Time Fitness Exercise Classification and Counting from Video Frames 18 Nov 2024 · 1 repository · arXiv:2411.11548
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FlowScope: Enhancing Decision Making by Time Series Forecasting based on Prediction Optimization using HybridFlow Forecast Framework 16 Nov 2024 · 0 repositories · arXiv:2411.10716
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Steam Turbine Anomaly Detection: An Unsupervised Learning Approach Using Enhanced Long Short-Term Memory Variational Autoencoder 16 Nov 2024 · 0 repositories · arXiv:2411.10765