Methods › Sequential › Recurrent Neural Networks › LSTM › Papers, page 32
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 32 of 55: papers 3,101 to 3,200 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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ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring 1 May 2020 · 1 repository
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SciREX: A Challenge Dataset for Document-Level Information Extraction 1 May 2020 · 1 repository · arXiv:2005.00512Syntology official (archive's flag): 2 ran · 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) · 0 unverified (of 2 harvested samples)
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Text Categorization for Conflict Event Annotation 1 May 2020 · 0 repositories
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UNIOR NLP at MWSA Task - GlobaLex 2020: Siamese LSTM with Attention for Word Sense Alignment 1 May 2020 · 0 repositories
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Which Model Should We Use for a Real-World Conversational Dialogue System? a Cross-Language Relevance Model or a Deep Neural Net? 1 May 2020 · 0 repositories
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Attribution Analysis of Grammatical Dependencies in LSTMs 30 Apr 2020 · 0 repositories · arXiv:2005.00062
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Context based Text-generation using LSTM networks 30 Apr 2020 · 0 repositories · arXiv:2005.00048
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Enriched Pre-trained Transformers for Joint Slot Filling and Intent Detection 30 Apr 2020 · 0 repositories · arXiv:2004.14848
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Feedback U-net for Cell Image Segmentation 30 Apr 2020 · 0 repositories · arXiv:2004.14581
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Interpretable Entity Representations through Large-Scale Typing 30 Apr 2020 · 0 repositories · arXiv:2005.00147
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The role of context in neural pitch accent detection in English 30 Apr 2020 · 0 repositories · arXiv:2004.14846
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Asking without Telling: Exploring Latent Ontologies in Contextual Representations 29 Apr 2020 · 0 repositories · arXiv:2004.14513
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Do Neural Language Models Show Preferences for Syntactic Formalisms? 29 Apr 2020 · 0 repositories · arXiv:2004.14096
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Mining Message Flows using Recurrent Neural Networks for System-on-Chip Designs 29 Apr 2020 · 0 repositories · arXiv:2005.01574
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Teaching Cameras to Feel: Estimating Tactile Physical Properties of Surfaces From Images 29 Apr 2020 · 1 repository · arXiv:2004.14487
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Towards Transparent and Explainable Attention Models 29 Apr 2020 · 2 repositories · arXiv:2004.14243Syntology 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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis 28 Apr 2020 · 1 repository · arXiv:2004.13816
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SCELMo: Source Code Embeddings from Language Models 28 Apr 2020 · 0 repositories · arXiv:2004.13214
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Word Interdependence Exposes How LSTMs Compose Representations 27 Apr 2020 · 0 repositories · arXiv:2004.13195
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AutoHR: A Strong End-to-end Baseline for Remote Heart Rate Measurement with Neural Searching 26 Apr 2020 · 0 repositories · arXiv:2004.12292
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Semi-Supervised Neural System for Tagging, Parsing and Lematization 26 Apr 2020 · 1 repository · arXiv:2004.12450
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Deep Multimodal Neural Architecture Search 25 Apr 2020 · 1 repository · arXiv:2004.12070
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Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach 24 Apr 2020 · 0 repositories · arXiv:2004.11695
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Learning the grammar of drug prescription: recurrent neural network grammars for medication information extraction in clinical texts 24 Apr 2020 · 0 repositories · arXiv:2004.11622
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Stage-Wise Neural Architecture Search 23 Apr 2020 · 2 repositories · arXiv:2004.11178
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Supervised Contrastive Learning 23 Apr 2020 · 26 repositories · arXiv:2004.11362Syntology community repositories only · 17 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 2 honoured, 0 violated, 12 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (of 23 harvested samples) · 5 pointer-only (licence)
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Using GAN to Enhance the Accuracy of Indoor Human Activity Recognition 23 Apr 2020 · 0 repositories · arXiv:2004.11228
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Learning to Classify Intents and Slot Labels Given a Handful of Examples 22 Apr 2020 · 0 repositories · arXiv:2004.10793
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Pattern-based Long Short-term Memory for Mid-term Electrical Load Forecasting 22 Apr 2020 · 0 repositories · arXiv:2004.11834
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Discrete Variational Attention Models for Language Generation 21 Apr 2020 · 0 repositories · arXiv:2004.09764
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Forecasting directional movements of stock prices for intraday trading using LSTM and random forests 21 Apr 2020 · 3 repositories · arXiv:2004.10178
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Music Generation with Temporal Structure Augmentation 21 Apr 2020 · 0 repositories · arXiv:2004.10246
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ParkPredict: Motion and Intent Prediction of Vehicles in Parking Lots 21 Apr 2020 · 0 repositories · arXiv:2004.10293
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Referring Image Segmentation by Generative Adversarial Learning 20 Apr 2020 · 0 repositories
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MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG signal Classification 19 Apr 2020 · 0 repositories · arXiv:2004.08914
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Multi-level Binarized LSTM in EEG Classification for Wearable Devices 19 Apr 2020 · 0 repositories · arXiv:2004.11206
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ResNeSt: Split-Attention Networks 19 Apr 2020 · 36 repositories · arXiv:2004.08955Syntology official (archive's flag): 5 ran · 28 ran (of which 0 constructed an object rather than computing a result; 25 with no instrument failure: 0 honoured, 0 violated, 25 with no contract checked; 3 where Syntology's instrument failed) · 20 unverified (of 48 harvested samples) · 23 pointer-only (licence)
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When Residual Learning Meets Dense Aggregation: Rethinking the Aggregation of Deep Neural Networks 19 Apr 2020 · 0 repositories · arXiv:2004.08796
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A Formal Hierarchy of RNN Architectures 18 Apr 2020 · 0 repositories · arXiv:2004.08500
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Towards Non-I.I.D. and Invisible Data with FedNAS: Federated Deep Learning via Neural Architecture Search 18 Apr 2020 · 1 repository · arXiv:2004.08546
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Organ at Risk Segmentation for Head and Neck Cancer using Stratified Learning and Neural Architecture Search 17 Apr 2020 · 0 repositories · arXiv:2004.08426
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Geometry-Aware Gradient Algorithms for Neural Architecture Search 16 Apr 2020 · 1 repository · arXiv:2004.07802Syntology official (archive's flag): 3 ran · 12 ran (of which 9 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 15 harvested samples) · 5 pointer-only (licence)
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Greenhouse Gas Emission Prediction on Road Network using Deep Sequence Learning 16 Apr 2020 · 0 repositories · arXiv:2004.08286
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Investigating Efficient Learning and Compositionality in Generative LSTM Networks 16 Apr 2020 · 0 repositories · arXiv:2004.07754
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Kvistur 2.0: a BiLSTM Compound Splitter for Icelandic 16 Apr 2020 · 1 repository · arXiv:2004.07776
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Joint User Pairing and Association for Multicell NOMA: A Pointer Network-based Approach 15 Apr 2020 · 0 repositories · arXiv:2004.07395
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Mosaic Super-resolution via Sequential Feature Pyramid Networks 15 Apr 2020 · 0 repositories · arXiv:2004.06853
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Sentiment Analysis of Yelp Reviews: A Comparison of Techniques and Models 15 Apr 2020 · 1 repository · arXiv:2004.13851
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Code Completion using Neural Attention and Byte Pair Encoding 14 Apr 2020 · 0 repositories · arXiv:2004.06343
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Res-CR-Net, a residual network with a novel architecture optimized for the semantic segmentation of microscopy images 14 Apr 2020 · 1 repository · arXiv:2004.08246
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A Divide-and-Conquer Approach to the Summarization of Long Documents 13 Apr 2020 · 1 repository · arXiv:2004.06190
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Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples 13 Apr 2020 · 0 repositories · arXiv:2004.05887
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Bit-Parallel Vector Composability for Neural Acceleration 11 Apr 2020 · 0 repositories · arXiv:2004.05333
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DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus 11 Apr 2020 · 1 repository · arXiv:2004.05328
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Improving Disfluency Detection by Self-Training a Self-Attentive Model 11 Apr 2020 · 0 repositories · arXiv:2004.05323
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Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification 11 Apr 2020 · 0 repositories · arXiv:2004.05399
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On Error Correction Neural Networks for Economic Forecasting 11 Apr 2020 · 0 repositories · arXiv:2004.05277
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ModuleNet: Knowledge-inherited Neural Architecture Search 10 Apr 2020 · 0 repositories · arXiv:2004.05020
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Overestimation of Syntactic Representationin Neural Language Models 10 Apr 2020 · 0 repositories · arXiv:2004.05067
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Anomaly Detection for Time Series Using VAE-LSTM Hybrid Model 9 Apr 2020 · 2 repositories
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Dependency-Based Neural Representations for Classifying Lines of Programs 8 Apr 2020 · 0 repositories · arXiv:2004.10166
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DialBERT: A Hierarchical Pre-Trained Model for Conversation Disentanglement 8 Apr 2020 · 1 repository · arXiv:2004.03760
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Multi-components System for Automatic Arabic Diacritization 8 Apr 2020 · 1 repository
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Neural Networks Model for Travel Time Prediction Based on ODTravel Time Matrix 8 Apr 2020 · 0 repositories · arXiv:2004.04030
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A Neural Architecture Search based Framework for Liquid State Machine Design 7 Apr 2020 · 0 repositories · arXiv:2004.07864
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g2pM: A Neural Grapheme-to-Phoneme Conversion Package for Mandarin Chinese Based on a New Open Benchmark Dataset 7 Apr 2020 · 1 repository · arXiv:2004.03136
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Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem 7 Apr 2020 · 1 repository · arXiv:2004.13781Syntology official (archive's flag): 4 ran · 4 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; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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Real-time Classification from Short Event-Camera Streams using Input-filtering Neural ODEs 7 Apr 2020 · 0 repositories · arXiv:2004.03156
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SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement 7 Apr 2020 · 0 repositories · arXiv:2004.03512
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Towards Non-task-specific Distillation of BERT via Sentence Representation Approximation 7 Apr 2020 · 0 repositories · arXiv:2004.03097
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Joint Embedding of Words and Category Labels for Hierarchical Multi-label Text Classification 6 Apr 2020 · 0 repositories · arXiv:2004.02555
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Forecast Network-Wide Traffic States for Multiple Steps Ahead: A Deep Learning Approach Considering Dynamic Non-Local Spatial Correlation and Non-Stationary Temporal Dependency 6 Apr 2020 · 1 repository · arXiv:2004.02391
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LaNet: Real-time Lane Identification by Learning Road SurfaceCharacteristics from Accelerometer Data 6 Apr 2020 · 0 repositories · arXiv:2004.02822
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Locality Sensitive Hashing-based Sequence Alignment Using Deep Bidirectional LSTM Models 5 Apr 2020 · 0 repositories · arXiv:2004.02094
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A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NAS 4 Apr 2020 · 1 repository · arXiv:2004.01899Syntology official (archive's flag): 2 ran · 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) · 0 unverified (of 2 harvested samples)
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Pre-training for Abstractive Document Summarization by Reinstating Source Text 4 Apr 2020 · 0 repositories · arXiv:2004.01853
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Benchmarking Deep Spiking Neural Networks on Neuromorphic Hardware 3 Apr 2020 · 1 repository · arXiv:2004.01656
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TSception: A Deep Learning Framework for Emotion Detection Using EEG 2 Apr 2020 · 1 repository · arXiv:2004.02965
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High-Performance Long-Term Tracking with Meta-Updater 1 Apr 2020 · 2 repositories · arXiv:2004.00305
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Deep learning for Stock Market Prediction 31 Mar 2020 · 0 repositories · arXiv:2004.01497
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Financial Market Trend Forecasting and Performance Analysis Using LSTM 31 Mar 2020 · 0 repositories · arXiv:2004.01502
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MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning 31 Mar 2020 · 1 repository · arXiv:2003.14058Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 13 harvested samples) · 2 pointer-only (licence)
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Real-Time Semantic Segmentation via Auto Depth, Downsampling Joint Decision and Feature Aggregation 31 Mar 2020 · 0 repositories · arXiv:2003.14226
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UniformAugment: A Search-free Probabilistic Data Augmentation Approach 31 Mar 2020 · 1 repository · arXiv:2003.14348
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DHP: Differentiable Meta Pruning via HyperNetworks 30 Mar 2020 · 2 repositories · arXiv:2003.13683Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Difference Attention Based Error Correction LSTM Model for Time Series Prediction 30 Mar 2020 · 0 repositories · arXiv:2003.13616
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TResNet: High Performance GPU-Dedicated Architecture 30 Mar 2020 · 3 repositories · arXiv:2003.13630
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A Hybrid Residual Dilated LSTM end Exponential Smoothing Model for Mid-Term Electric Load Forecasting 29 Mar 2020 · 0 repositories · arXiv:2004.00508
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CAKES: Channel-wise Automatic KErnel Shrinking for Efficient 3D Networks 28 Mar 2020 · 1 repository · arXiv:2003.12798
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DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search 27 Mar 2020 · 0 repositories · arXiv:2003.12563
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MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation 27 Mar 2020 · 1 repository · arXiv:2003.12238
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Using LSTM to Translate French to Senegalese Local Languages: Wolof as a Case Study 27 Mar 2020 · 0 repositories · arXiv:2004.13840
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Are Labels Necessary for Neural Architecture Search? 26 Mar 2020 · 2 repositories · arXiv:2003.12056Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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A multivariate water quality parameter prediction model using recurrent neural network 25 Mar 2020 · 0 repositories · arXiv:2003.11492
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ASFD: Automatic and Scalable Face Detector 25 Mar 2020 · 0 repositories · arXiv:2003.11228
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Circumventing Outliers of AutoAugment with Knowledge Distillation 25 Mar 2020 · 1 repository · arXiv:2003.11342
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SCATTER: Selective Context Attentional Scene Text Recognizer 25 Mar 2020 · 2 repositories · arXiv:2003.11288
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Felix: Flexible Text Editing Through Tagging and Insertion 24 Mar 2020 · 3 repositories · arXiv:2003.10687Syntology community repositories only · 3 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 5 harvested samples) · 1 pointer-only (licence)
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Investigating Software Usage in the Social Sciences: A Knowledge Graph Approach 24 Mar 2020 · 0 repositories · arXiv:2003.10715
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Model-based Asynchronous Hyperparameter and Neural Architecture Search 24 Mar 2020 · 3 repositories · arXiv:2003.10865Syntology 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) · 0 unverified (of 1 harvested sample)