Methods › Sequential › Recurrent Neural Networks › LSTM › Papers, page 49

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 49 of 55: papers 4,801 to 4,900 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.

• Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM
  1 Apr 2018 · 0 repositories
• DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer
  30 Mar 2018 · 0 repositories · arXiv:1803.11361
• Attention-based End-to-End Models for Small-Footprint Keyword Spotting
  29 Mar 2018 · 3 repositories · arXiv:1803.10916
• Structured Weight Matrices-Based Hardware Accelerators in Deep Neural Networks: FPGAs and ASICs
  28 Mar 2018 · 0 repositories · arXiv:1804.11239
• Building state-of-the-art distant speech recognition using the CHiME-4 challenge with a setup of speech enhancement baseline
  27 Mar 2018 · 0 repositories · arXiv:1803.10109
• Investigating Generative Adversarial Networks based Speech Dereverberation for Robust Speech Recognition
  27 Mar 2018 · 1 repository · arXiv:1803.10132
• Generating Talking Face Landmarks from Speech
  26 Mar 2018 · 0 repositories · arXiv:1803.09803
• Long short-term memory and learning-to-learn in networks of spiking neurons
  26 Mar 2018 · 2 repositories · arXiv:1803.09574
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Attention, Learn to Solve Routing Problems!
  22 Mar 2018 · 15 repositories · arXiv:1803.08475
  Syntology official (archive's flag): 3 ran · 27 ran (of which 0 constructed an object rather than computing a result; 20 with no instrument failure: 3 honoured, 0 violated, 17 with no contract checked; 7 where Syntology's instrument failed) · 13 unverified (of 40 harvested samples) · 5 pointer-only (licence)
• DYAN: A Dynamical Atoms-Based Network for Video Prediction
  20 Mar 2018 · 0 repositories · arXiv:1803.07201
• Learning Dynamic Memory Networks for Object Tracking
  20 Mar 2018 · 1 repository · arXiv:1803.07268
  Syntology official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 6 unverified (of 7 harvested samples)
• Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications
  20 Mar 2018 · 1 repository · arXiv:1803.07276
• Stacked Neural Networks for end-to-end ciliary motion analysis
  20 Mar 2018 · 0 repositories · arXiv:1803.07534
• Exploring the predictability of range-based volatility estimators using RNNs
  19 Mar 2018 · 0 repositories · arXiv:1803.07152
• Fast Neural Architecture Construction using EnvelopeNets
  18 Mar 2018 · 0 repositories · arXiv:1803.06744
• Forecasting Economics and Financial Time Series: ARIMA vs. LSTM
  16 Mar 2018 · 0 repositories · arXiv:1803.06386
• C-LSTM: Enabling Efficient LSTM using Structured Compression Techniques on FPGAs
  14 Mar 2018 · 0 repositories · arXiv:1803.06305
• Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN
  13 Mar 2018 · 11 repositories · arXiv:1803.04831
  Syntology community repositories only · 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) · 0 unverified (of 5 harvested samples) · 1 pointer-only (licence)
• Resource aware design of a deep convolutional-recurrent neural network for speech recognition through audio-visual sensor fusion
  13 Mar 2018 · 0 repositories · arXiv:1803.04840
• Entity-Aware Language Model as an Unsupervised Reranker
  12 Mar 2018 · 0 repositories · arXiv:1803.04291
• From Nodes to Networks: Evolving Recurrent Neural Networks
  12 Mar 2018 · 0 repositories · arXiv:1803.04439
• ARMDN: Associative and Recurrent Mixture Density Networks for eRetail Demand Forecasting
  10 Mar 2018 · 0 repositories · arXiv:1803.03800
• Language Identification of Bengali-English Code-Mixed data using Character & Phonetic based LSTM Models
  10 Mar 2018 · 0 repositories · arXiv:1803.03859
• Community Interaction and Conflict on the Web
  9 Mar 2018 · 0 repositories · arXiv:1803.03697
• Arbitrary Discrete Sequence Anomaly Detection with Zero Boundary LSTM
  6 Mar 2018 · 0 repositories · arXiv:1803.02395
• CliNER 2.0: Accessible and Accurate Clinical Concept Extraction
  6 Mar 2018 · 0 repositories · arXiv:1803.02245
• CAESAR: Context Awareness Enabled Summary-Attentive Reader
  4 Mar 2018 · 0 repositories · arXiv:1803.01335
• Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples
  3 Mar 2018 · 1 repository · arXiv:1803.01128
  Syntology official: harvested, nothing ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Learning Sparse Structured Ensembles with SG-MCMC and Network Pruning
  1 Mar 2018 · 0 repositories · arXiv:1803.00184
• Improving OCR Accuracy on Early Printed Books using Deep Convolutional Networks
  27 Feb 2018 · 1 repository · arXiv:1802.10033
• On Extended Long Short-term Memory and Dependent Bidirectional Recurrent Neural Network
  27 Feb 2018 · 1 repository · arXiv:1803.01686
• ReHAR: Robust and Efficient Human Activity Recognition
  27 Feb 2018 · 0 repositories · arXiv:1802.09745
• Deep Feed-forward Sequential Memory Networks for Speech Synthesis
  26 Feb 2018 · 0 repositories · arXiv:1802.09194
• Can Neural Networks Understand Logical Entailment?
  23 Feb 2018 · 0 repositories · arXiv:1802.08535
• Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions
  23 Feb 2018 · 1 repository · arXiv:1802.08504
• Deep learning algorithm for data-driven simulation of noisy dynamical system
  22 Feb 2018 · 0 repositories · arXiv:1802.08323
• High Order Recurrent Neural Networks for Acoustic Modelling
  22 Feb 2018 · 0 repositories · arXiv:1802.08314
• Video Person Re-identification by Temporal Residual Learning
  22 Feb 2018 · 0 repositories · arXiv:1802.07918
• Data-Driven Forecasting of High-Dimensional Chaotic Systems with Long Short-Term Memory Networks
  21 Feb 2018 · 0 repositories · arXiv:1802.07486
• A Generative Modeling Approach to Limited Channel ECG Classification
  18 Feb 2018 · 0 repositories · arXiv:1802.06458
• Sequence-to-Sequence Prediction of Vehicle Trajectory via LSTM Encoder-Decoder Architecture
  18 Feb 2018 · 0 repositories · arXiv:1802.06338
• A Machine Learning Approach for Virtual Flow Metering and Forecasting
  15 Feb 2018 · 1 repository · arXiv:1802.05698
• Cross-topic Argument Mining from Heterogeneous Sources Using Attention-based Neural Networks
  15 Feb 2018 · 0 repositories · arXiv:1802.05758
• Deep contextualized word representations
  15 Feb 2018 · 46 repositories · arXiv:1802.05365
  Syntology 30 ran (of which 12 constructed an object rather than computing a result; 24 with no instrument failure: 2 honoured, 0 violated, 22 with no contract checked; 6 where Syntology's instrument failed) · 28 unverified (of 58 harvested samples) · 25 pointer-only (licence)
• Deep Learning for Lip Reading using Audio-Visual Information for Urdu Language
  15 Feb 2018 · 0 repositories · arXiv:1802.05521
• DR-BiLSTM: Dependent Reading Bidirectional LSTM for Natural Language Inference
  15 Feb 2018 · 0 repositories · arXiv:1802.05577
• Deep Learning and Data Assimilation for Real-Time Production Prediction in Natural Gas Wells
  14 Feb 2018 · 0 repositories · arXiv:1802.05141
• Attention based Sentence Extraction from Scientific Articles using Pseudo-Labeled data
  13 Feb 2018 · 0 repositories · arXiv:1802.04675
• Identify Susceptible Locations in Medical Records via Adversarial Attacks on Deep Predictive Models
  13 Feb 2018 · 0 repositories · arXiv:1802.04822
• Deep Neural Networks for Bot Detection
  12 Feb 2018 · 2 repositories · arXiv:1802.04289
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• An LSTM Recurrent Network for Step Counting
  10 Feb 2018 · 0 repositories · arXiv:1802.03486
• Efficient Neural Architecture Search via Parameter Sharing
  9 Feb 2018 · 28 repositories · arXiv:1802.03268
  Syntology 18 ran (of which 10 constructed an object rather than computing a result; 12 with no instrument failure: 1 honoured, 0 violated, 11 with no contract checked; 6 where Syntology's instrument failed) · 20 unverified (of 38 harvested samples) · 25 pointer-only (licence)
• Multiple Target Tracking by Learning Feature Representation and Distance Metric Jointly
  9 Feb 2018 · 0 repositories · arXiv:1802.03252
• Recurrent Neural Network-Based Semantic Variational Autoencoder for Sequence-to-Sequence Learning
  9 Feb 2018 · 1 repository · arXiv:1802.03238
• Learning to score the figure skating sports videos
  8 Feb 2018 · 1 repository · arXiv:1802.02774
• DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction
  7 Feb 2018 · 0 repositories · arXiv:1802.02511
• Effective Quantization Approaches for Recurrent Neural Networks
  7 Feb 2018 · 0 repositories · arXiv:1802.02615
• Enhance word representation for out-of-vocabulary on Ubuntu dialogue corpus
  7 Feb 2018 · 1 repository · arXiv:1802.02614
• IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
  5 Feb 2018 · 24 repositories · arXiv:1802.01561
  Syntology community repositories only · 16 ran (of which 6 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 1 violated, 8 with no contract checked; 6 where Syntology's instrument failed) · 18 unverified (of 34 harvested samples) · 3 pointer-only (licence)
• Memory Fusion Network for Multi-view Sequential Learning
  3 Feb 2018 · 2 repositories · arXiv:1802.00927
• Multimodal Sentiment Analysis with Word-Level Fusion and Reinforcement Learning
  3 Feb 2018 · 2 repositories · arXiv:1802.00924
• Deep-Temporal LSTM for Daily Living Action Recognition
  1 Feb 2018 · 0 repositories · arXiv:1802.00421
• Nested LSTMs
  31 Jan 2018 · 1 repository · arXiv:1801.10308
• One-class Collective Anomaly Detection based on Long Short-Term Memory Recurrent Neural Networks
  31 Jan 2018 · 0 repositories · arXiv:1802.00324
• Exploration on Generating Traditional Chinese Medicine Prescription from Symptoms with an End-to-End method
  27 Jan 2018 · 0 repositories · arXiv:1801.09030
• DeepWriting: Making Digital Ink Editable via Deep Generative Modeling
  25 Jan 2018 · 1 repository · arXiv:1801.08379
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Hybrid Gradient Boosting Trees and Neural Networks for Forecasting Operating Room Data
  23 Jan 2018 · 0 repositories · arXiv:1801.07384
• Revisiting Video Saliency: A Large-scale Benchmark and a New Model
  23 Jan 2018 · 1 repository · arXiv:1801.07424
• Handwriting Trajectory Recovery using End-to-End Deep Encoder-Decoder Network
  22 Jan 2018 · 0 repositories · arXiv:1801.07211
• Universal Language Model Fine-tuning for Text Classification
  18 Jan 2018 · 66 repositories · arXiv:1801.06146
  Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 3 pointer-only (licence)
• Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs
  16 Jan 2018 · 4 repositories · arXiv:1801.05453
  Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Approximate FPGA-based LSTMs under Computation Time Constraints
  7 Jan 2018 · 0 repositories · arXiv:1801.02190
• Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction
  7 Jan 2018 · 1 repository · arXiv:1801.02143
• Gated Recurrent Networks for Seizure Detection
  3 Jan 2018 · 0 repositories · arXiv:1801.02471
• Exploring Architectures, Data and Units For Streaming End-to-End Speech Recognition with RNN-Transducer
  2 Jan 2018 · 0 repositories · arXiv:1801.00841
• A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs
  1 Jan 2018 · 2 repositories
• AMLA: an AutoML frAmework for Neural Network Design
  1 Jan 2018 · 0 repositories
• Benefits of Depth for Long-Term Memory of Recurrent Networks
  1 Jan 2018 · 0 repositories
• Estimation of cross-lingual news similarities using text-mining methods
  1 Jan 2018 · 0 repositories
• Faster Discovery of Neural Architectures by Searching for Paths in a Large Model
  1 Jan 2018 · 0 repositories
• Gating out sensory noise in a spike-based Long Short-Term Memory network
  1 Jan 2018 · 0 repositories
• HybridNet: A Hybrid Neural Architecture to Speed-up Autoregressive Models
  1 Jan 2018 · 0 repositories
• Long-term Forecasting using Tensor-Train RNNs
  1 Jan 2018 · 0 repositories
• MaskGAN: Better Text Generation via Filling in the _______
  1 Jan 2018 · 0 repositories
• Policy Gradient For Multidimensional Action Spaces: Action Sampling and Entropy Bonus
  1 Jan 2018 · 0 repositories
• Script Identification in Natural Scene Image and Video Frame using Attention based Convolutional-LSTM Network
  1 Jan 2018 · 1 repository · arXiv:1801.00470
• Sequence Transfer Learning for Neural Decoding
  1 Jan 2018 · 0 repositories
• Training RNNs as Fast as CNNs
  1 Jan 2018 · 2 repositories
• Siamese LSTM based Fiber Structural Similarity Network (FS2Net) for Rotation Invariant Brain Tractography Segmentation
  28 Dec 2017 · 0 repositories · arXiv:1712.09792
• Audio to Body Dynamics
  19 Dec 2017 · 1 repository · arXiv:1712.09382
• Discovery of Shifting Patterns in Sequence Classification
  19 Dec 2017 · 0 repositories · arXiv:1712.07203
• LSTM Pose Machines
  18 Dec 2017 · 1 repository · arXiv:1712.06316
• Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions
  16 Dec 2017 · 33 repositories · arXiv:1712.05884
  Syntology 7 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 2 pointer-only (licence)
• Learning Compact Recurrent Neural Networks with Block-Term Tensor Decomposition
  14 Dec 2017 · 0 repositories · arXiv:1712.05134
• Temporal Stability in Predictive Process Monitoring
  12 Dec 2017 · 1 repository · arXiv:1712.04165
• Unsupervised Feature Learning for Audio Analysis
  11 Dec 2017 · 0 repositories · arXiv:1712.03835
• Peephole: Predicting Network Performance Before Training
  9 Dec 2017 · 1 repository · arXiv:1712.03351
• Characterizing the hyper-parameter space of LSTM language models for mixed context applications
  8 Dec 2017 · 0 repositories · arXiv:1712.03199
• Hungarian Layer: Logics Empowered Neural Architecture
  7 Dec 2017 · 0 repositories · arXiv:1712.02555
• Discourse-Aware Rumour Stance Classification in Social Media Using Sequential Classifiers
  6 Dec 2017 · 0 repositories · arXiv:1712.02223