Methods › Sequential › Recurrent Neural Networks › LSTM › Papers, page 25
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 25 of 55: papers 2,401 to 2,500 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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Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for localized surface temperature forecasting in an urban environment 4 Feb 2021 · 0 repositories · arXiv:2102.02892
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DEFT: Detection Embeddings for Tracking 3 Feb 2021 · 1 repository · arXiv:2102.02267
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Top-down Discourse Parsing via Sequence Labelling 3 Feb 2021 · 1 repository · arXiv:2102.02080
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Deep Online Fused Video Stabilization 2 Feb 2021 · 1 repository · arXiv:2102.01279
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Many Hands Make Light Work: Using Essay Traits to Automatically Score Essays 1 Feb 2021 · 1 repository · arXiv:2102.00781
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Text-to-hashtag Generation using Seq2seq Learning 1 Feb 2021 · 1 repository · arXiv:2102.00904
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Contextualized Rewriting for Text Summarization 31 Jan 2021 · 2 repositories · arXiv:2102.00385
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[Re] Reproducibility study - Does enforcing diversity in hidden states of LSTM-Attention models improve transparency? 31 Jan 2021 · 1 repository
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[Re] Reproducing Learning to Deceive With Attention-Based Explanations 31 Jan 2021 · 1 repository
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Deep Reinforcement Learning-Based Product Recommender for Online Advertising 30 Jan 2021 · 0 repositories · arXiv:2102.00333
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ICodeNet -- A Hierarchical Neural Network Approach for Source Code Author Identification 30 Jan 2021 · 0 repositories · arXiv:2102.00230
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ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models 30 Jan 2021 · 0 repositories · arXiv:2102.00238
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Triple M: A Practical Text-to-speech Synthesis System With Multi-guidance Attention And Multi-band Multi-time LPCNet 30 Jan 2021 · 0 repositories · arXiv:2102.00247
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An Analysis Of Protected Health Information Leakage In Deep-Learning Based De-Identification Algorithms 28 Jan 2021 · 0 repositories · arXiv:2101.12099
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Deep learning via LSTM models for COVID-19 infection forecasting in India 28 Jan 2021 · 1 repository · arXiv:2101.11881
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Enhancing Sequence-to-Sequence Neural Lemmatization with External Resources 28 Jan 2021 · 1 repository · arXiv:2101.12056
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LSTM-SAKT: LSTM-Encoded SAKT-like Transformer for Knowledge Tracing 28 Jan 2021 · 0 repositories · arXiv:2102.00845
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An Empirical Study of Cross-Lingual Transferability in Generative Dialogue State Tracker 27 Jan 2021 · 1 repository · arXiv:2101.11360
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FGNET-RH: Fine-Grained Named Entity Typing via Refinement in Hyperbolic Space 27 Jan 2021 · 0 repositories · arXiv:2101.11212
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Coloring the Black Box: What Synesthesia Tells Us about Character Embeddings 26 Jan 2021 · 0 repositories · arXiv:2101.10565
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Deep Video Inpainting Detection 26 Jan 2021 · 0 repositories · arXiv:2101.11080
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A Hybrid Approach to Measure Semantic Relatedness in Biomedical Concepts 25 Jan 2021 · 0 repositories · arXiv:2101.10196
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Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models 24 Jan 2021 · 1 repository · arXiv:2101.09688
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Short-term daily precipitation forecasting with seasonally-integrated autoencoder 23 Jan 2021 · 1 repository · arXiv:2101.09509
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Artificial intelligence prediction of stock prices using social media 22 Jan 2021 · 0 repositories · arXiv:2101.08986
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BERT Transformer model for Detecting Arabic GPT2 Auto-Generated Tweets 22 Jan 2021 · 0 repositories · arXiv:2101.09345
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Distilling Large Language Models into Tiny and Effective Students using pQRNN 21 Jan 2021 · 0 repositories · arXiv:2101.08890
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Robust Reinforcement Learning on State Observations with Learned Optimal Adversary 21 Jan 2021 · 2 repositories · arXiv:2101.08452Syntology community repositories only · 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) · 5 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Classification of Pedagogical content using conventional machine learning and deep learning model 18 Jan 2021 · 0 repositories · arXiv:2101.07321
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Coarse Temporal Attention Network (CTA-Net) for Driver's Activity Recognition 17 Jan 2021 · 0 repositories · arXiv:2101.06636
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Dynamical prediction of two meteorological factors using the deep neural network and the long short term memory (1) 16 Jan 2021 · 0 repositories · arXiv:2101.09356
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A Ternary Bi-Directional LSTM Classification for Brain Activation Pattern Recognition Using fNIRS 14 Jan 2021 · 0 repositories · arXiv:2101.05892
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A Recurrent Neural Network Approach to Roll Estimation for Needle Steering 13 Jan 2021 · 0 repositories · arXiv:2101.04856
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Day-ahead electricity price prediction applying hybrid models of LSTM-based deep learning methods and feature selection algorithms under consideration of market coupling 13 Jan 2021 · 0 repositories · arXiv:2101.05249
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Experimental Evaluation of Deep Learning models for Marathi Text Classification 13 Jan 2021 · 0 repositories · arXiv:2101.04899
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LaDiff ULMFiT: A Layer Differentiated training approach for ULMFiT 13 Jan 2021 · 1 repository · arXiv:2101.04965
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MC-LSTM: Mass-Conserving LSTM 13 Jan 2021 · 2 repositories · arXiv:2101.05186
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Continental-scale streamflow modeling of basins with reservoirs: towards a coherent deep-learning-based strategy 12 Jan 2021 · 1 repository · arXiv:2101.04423
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Event-Driven Source Traffic Prediction in Machine-Type Communications Using LSTM Networks 12 Jan 2021 · 0 repositories · arXiv:2101.04365
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Neural Contract Element Extraction Revisited: Letters from Sesame Street 12 Jan 2021 · 0 repositories · arXiv:2101.04355
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BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer 11 Jan 2021 · 0 repositories · arXiv:2101.04158
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Evaluation of Deep Learning Models for Hostility Detection in Hindi Text 11 Jan 2021 · 0 repositories · arXiv:2101.04144
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Individual Mobility Prediction: An Interpretable Activity-based Hidden Markov Approach 11 Jan 2021 · 0 repositories · arXiv:2101.03996
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The Slodderwetenschap (Sloppy Science) of Stochastic Parrots -- A Plea for Science to NOT take the Route Advocated by Gebru and Bender 11 Jan 2021 · 0 repositories · arXiv:2101.10098
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Combating Hostility: Covid-19 Fake News and Hostile Post Detection in Social Media 9 Jan 2021 · 1 repository · arXiv:2101.03291
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Deep Reinforcement Learning with Function Properties in Mean Reversion Strategies 9 Jan 2021 · 1 repository · arXiv:2101.03418
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Learning Better Sentence Representation with Syntax Information 9 Jan 2021 · 0 repositories · arXiv:2101.03343
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Deep Learning Assisted Calibrated Beam Training for Millimeter-Wave Communication Systems 8 Jan 2021 · 1 repository · arXiv:2101.05206
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Federated Intelligence for Active Queue Management in Inter-Domain Congestion 8 Jan 2021 · 1 repository
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Forecasting Commodity Prices Using Long Short-Term Memory Neural Networks 8 Jan 2021 · 0 repositories · arXiv:2101.03087
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Machine learning classification of non-Markovian noise disturbing quantum dynamics 8 Jan 2021 · 1 repository · arXiv:2101.03221
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BRDS: An FPGA-based LSTM Accelerator with Row-Balanced Dual-Ratio Sparsification 7 Jan 2021 · 0 repositories · arXiv:2101.02667
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Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models 6 Jan 2021 · 0 repositories · arXiv:2101.02305
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The Interplay of Demographic Variables and Social Distancing Scores in Deep Prediction of U.S. COVID-19 Cases 6 Jan 2021 · 0 repositories · arXiv:2101.02113
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Adversarially trained LSTMs on reduced order models of urban air pollution simulations 5 Jan 2021 · 0 repositories · arXiv:2101.01568
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State-of-the-Art Review of Machine Learning Applications in Constitutive Modeling of Soils 5 Jan 2021 · 0 repositories
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Coreference Resolution: Are the eliminated spans totally worthless? 4 Jan 2021 · 0 repositories · arXiv:2101.00737
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Deep Learning for Latent Events Forecasting in Twitter Aided Caching Networks 4 Jan 2021 · 0 repositories · arXiv:2101.01149
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Recoding latent sentence representations -- Dynamic gradient-based activation modification in RNNs 3 Jan 2021 · 1 repository · arXiv:2101.00674
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Detecting Singleton Spams in Reviews via Learning Deep Anomalous Temporal Aspect-Sentiment Patterns 2 Jan 2021 · 1 repository
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Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting 2 Jan 2021 · 1 repository · arXiv:2101.00416
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Bayesian Neural Networks with Variance Propagation for Uncertainty Evaluation 1 Jan 2021 · 0 repositories
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Bidirectional Variational Inference for Non-Autoregressive Text-to-Speech 1 Jan 2021 · 1 repository
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Bringing Events Into Video Deblurring With Non-Consecutively Blurry Frames 1 Jan 2021 · 1 repository
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Context-Aware Scene Graph Generation With Seq2Seq Transformers 1 Jan 2021 · 1 repository
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Factorizing Declarative and Procedural Knowledge in Structured, Dynamical Environments 1 Jan 2021 · 0 repositories
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Faster and Smarter AutoAugment: Augmentation Policy Search Based on Dynamic Data-Clustering 1 Jan 2021 · 0 repositories
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Feedforward Legendre Memory Unit 1 Jan 2021 · 0 repositories
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Intent Classification and Slot Filling for Privacy Policies 1 Jan 2021 · 1 repository · arXiv:2101.00123
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Memory-Augmented Dynamic Neural Relational Inference 1 Jan 2021 · 0 repositories
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More Side Information, Better Pruning: Shared-Label Classification as a Case Study 1 Jan 2021 · 0 repositories
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NOSE Augment: Fast and Effective Data Augmentation Without Searching 1 Jan 2021 · 0 repositories
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Parameterization of Hypercomplex Multiplications 1 Jan 2021 · 0 repositories
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Post-Training Weighted Quantization of Neural Networks for Language Models 1 Jan 2021 · 0 repositories
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Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images With Artificial Neural Networks 1 Jan 2021 · 0 repositories
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Code Generation from Natural Language with Less Prior and More Monolingual Data 1 Jan 2021 · 1 repository · arXiv:2101.00259
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WordsWorth Scores for Attacking CNNs and LSTMs for Text Classification 1 Jan 2021 · 0 repositories
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FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation 31 Dec 2020 · 0 repositories · arXiv:2012.15482
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Presenting a Dataset for Collaborator Recommending Systems in Academic Social Network: a Case Study on ReseachGate 29 Dec 2020 · 0 repositories · arXiv:2101.01141
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Code Summarization with Structure-induced Transformer 29 Dec 2020 · 1 repository · arXiv:2012.14710
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How to Train Your Differentiable Filter 28 Dec 2020 · 1 repository · arXiv:2012.14313
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MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining 27 Dec 2020 · 1 repository · arXiv:2012.13978
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Neural document expansion for ad-hoc information retrieval 27 Dec 2020 · 0 repositories · arXiv:2012.14005
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Assessment of the Relative Importance of different hyper-parameters of LSTM for an IDS 26 Dec 2020 · 0 repositories · arXiv:2012.14427
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Predicting Organizational Cybersecurity Risk: A Deep Learning Approach 26 Dec 2020 · 0 repositories · arXiv:2012.14425
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An LSTM-Aided Hybrid Random Access Scheme for 6G Machine Type Communication Networks 25 Dec 2020 · 0 repositories · arXiv:2012.13537
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Pain Assessment based on fNIRS using Bidirectional LSTMs 24 Dec 2020 · 0 repositories · arXiv:2012.13231
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BKT-LSTM: Efficient Student Modeling for knowledge tracing and student performance prediction 22 Dec 2020 · 0 repositories · arXiv:2012.12218
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Domain Adaptation of NMT models for English-Hindi Machine Translation Task at AdapMT ICON 2020 22 Dec 2020 · 0 repositories · arXiv:2012.12112
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Improved Biomedical Word Embeddings in the Transformer Era 22 Dec 2020 · 1 repository · arXiv:2012.11808
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TechTexC: Classification of Technical Texts using Convolution and Bidirectional Long Short Term Memory Network 21 Dec 2020 · 0 repositories · arXiv:2012.11420
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DCCRGAN: Deep Complex Convolution Recurrent Generator Adversarial Network for Speech Enhancement 19 Dec 2020 · 0 repositories · arXiv:2012.10732
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Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery 17 Dec 2020 · 0 repositories · arXiv:2012.09654
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Efficient CNN-LSTM based Image Captioning using Neural Network Compression 17 Dec 2020 · 1 repository · arXiv:2012.09708
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Sensitive Data Detection with High-Throughput Neural Network Models for Financial Institutions 17 Dec 2020 · 1 repository · arXiv:2012.09597
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LSTM-based Space Occupancy Prediction towards Efficient Building Energy Management 15 Dec 2020 · 0 repositories · arXiv:2012.08114
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Contrastive Learning with Adversarial Perturbations for Conditional Text Generation 14 Dec 2020 · 1 repository · arXiv:2012.07280Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Discriminative Pre-training for Low Resource Title Compression in Conversational Grocery 13 Dec 2020 · 0 repositories · arXiv:2012.06943
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Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation 13 Dec 2020 · 5 repositories · arXiv:2012.07177Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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SPARTA: Speaker Profiling for ARabic TAlk 13 Dec 2020 · 0 repositories · arXiv:2012.07073