Methods › General › Activation Functions › ReLU › Papers, page 58
ReLU
Papers archive 2025-07-28
archive papers tagged: 10,350 · with a code link: 4,256 · where Syntology ran a sample: 1,079 (909 with a run with no instrument failure, 170 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (1,079 of 10,350 tagged: 909 with a run with no instrument failure, 170 where every run was a failure of Syntology's instrument)
Page 58 of 104: papers 5,701 to 5,800 of 10,350, 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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Boosting Gradient for White-Box Adversarial Attacks 21 Oct 2020 · 0 repositories · arXiv:2010.10712
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Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis 21 Oct 2020 · 1 repository · arXiv:2010.10681
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An Investigation of the Relation Between Grapheme Embeddings and Pronunciation for Tacotron-based Systems 21 Oct 2020 · 0 repositories · arXiv:2010.10694
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Learning Speaker Embedding from Text-to-Speech 21 Oct 2020 · 1 repository · arXiv:2010.11221
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Transferable Graph Optimizers for ML Compilers 21 Oct 2020 · 0 repositories · arXiv:2010.12438
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Exploring Overcomplete Representations for Single Image Deraining using CNNs 20 Oct 2020 · 1 repository · arXiv:2010.10661
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Micro CT Image-Assisted Cross Modality Super-Resolution of Clinical CT Images Utilizing Synthesized Training Dataset 20 Oct 2020 · 0 repositories · arXiv:2010.10207
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Smooth activations and reproducibility in deep networks 20 Oct 2020 · 4 repositories · arXiv:2010.09931Syntology 3 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; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Stronger, Faster and More Explainable: A Graph Convolutional Baseline for Skeleton-based Action Recognition 20 Oct 2020 · 1 repository · arXiv:2010.09978
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The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy 20 Oct 2020 · 2 repositories · arXiv:2010.09969
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Tongji University Undergraduate Team for the VoxCeleb Speaker Recognition Challenge2020 20 Oct 2020 · 0 repositories · arXiv:2010.10145
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Brain Atlas Guided Attention U-Net for White Matter Hyperintensity Segmentation 19 Oct 2020 · 1 repository · arXiv:2010.09586
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MimicNorm: Weight Mean and Last BN Layer Mimic the Dynamic of Batch Normalization 19 Oct 2020 · 1 repository · arXiv:2010.09278
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Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent 19 Oct 2020 · 1 repository · arXiv:2010.09697Syntology official (archive's flag): 6 ran · 6 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; 5 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Robustness-aware 2-bit quantization with real-time performance for neural network 19 Oct 2020 · 0 repositories · arXiv:2010.11271
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Disguising Personal Identity Information in EEG Signals 18 Oct 2020 · 1 repository · arXiv:2010.08915
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Minimizing Labeling Effort for Tree Skeleton Segmentation using an Automated Iterative Training Methodology 16 Oct 2020 · 0 repositories · arXiv:2010.08296
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For self-supervised learning, Rationality implies generalization, provably 16 Oct 2020 · 2 repositories · arXiv:2010.08508
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Latent Vector Recovery of Audio GANs 16 Oct 2020 · 0 repositories · arXiv:2010.08534
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New Ideas and Trends in Deep Multimodal Content Understanding: A Review 16 Oct 2020 · 0 repositories · arXiv:2010.08189
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Quantile regression with deep ReLU Networks: Estimators and minimax rates 16 Oct 2020 · 1 repository · arXiv:2010.08236
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A Comparative Study on Efficiencies of Variants of Convolutional Neural Networks based on Image Classification Task 15 Oct 2020 · 1 repository
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AI-based BMI Inference from Facial Images: An Application to Weight Monitoring 15 Oct 2020 · 0 repositories · arXiv:2010.07442
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Depth-Width Trade-offs for Neural Networks via Topological Entropy 15 Oct 2020 · 0 repositories · arXiv:2010.07587
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HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network 15 Oct 2020 · 2 repositories · arXiv:2010.07621
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LiteDepthwiseNet: An Extreme Lightweight Network for Hyperspectral Image Classification 15 Oct 2020 · 0 repositories · arXiv:2010.07726
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QReLU and m-QReLU: Two novel quantum activation functions to aid medical diagnostics 15 Oct 2020 · 1 repository · arXiv:2010.08031
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A Learning Approach to Robot-Agnostic Force-Guided High Precision Assembly 15 Oct 2020 · 0 repositories · arXiv:2010.08052
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Review and Comparison of Commonly Used Activation Functions for Deep Neural Networks 15 Oct 2020 · 0 repositories · arXiv:2010.09458
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Why Layer-Wise Learning is Hard to Scale-up and a Possible Solution via Accelerated Downsampling 15 Oct 2020 · 0 repositories · arXiv:2010.08038
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COVID-CT-Mask-Net: Prediction of COVID-19 from CT Scans Using Regional Features 14 Oct 2020 · 1 repository
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DA-Transformer: Distance-aware Transformer 14 Oct 2020 · 0 repositories · arXiv:2010.06925
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Do End-to-end Stereo Algorithms Under-utilize Information? 14 Oct 2020 · 1 repository · arXiv:2010.07350
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Effects of the Nonlinearity in Activation Functions on the Performance of Deep Learning Models 14 Oct 2020 · 1 repository · arXiv:2010.07359
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Fast meningioma segmentation in T1-weighted MRI volumes using a lightweight 3D deep learning architecture 14 Oct 2020 · 1 repository · arXiv:2010.07002
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Memformer: A Memory-Augmented Transformer for Sequence Modeling 14 Oct 2020 · 0 repositories · arXiv:2010.06891
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Self-Supervised Ranking for Representation Learning 14 Oct 2020 · 0 repositories · arXiv:2010.07258
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Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning 14 Oct 2020 · 0 repositories · arXiv:2010.06879
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Viewmaker Networks: Learning Views for Unsupervised Representation Learning 14 Oct 2020 · 1 repository · arXiv:2010.07432Syntology 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) · 2 unverified (of 4 harvested samples)
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Checkerboard-Artifact-Free Image-Enhancement Network Considering Local and Global Features 13 Oct 2020 · 0 repositories · arXiv:2010.12347
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Land Cover Semantic Segmentation Using ResUNet 13 Oct 2020 · 0 repositories · arXiv:2010.06285
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Automatic Quantification of Settlement Damage using Deep Learning of Satellite Images 12 Oct 2020 · 0 repositories · arXiv:2010.05512
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CC-Loss: Channel Correlation Loss For Image Classification 12 Oct 2020 · 0 repositories · arXiv:2010.05469
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Conditioning Trick for Training Stable GANs 12 Oct 2020 · 0 repositories · arXiv:2010.05844
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Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers 12 Oct 2020 · 0 repositories · arXiv:2010.05495
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Reconstruction of Quantitative Susceptibility Maps from Phase of Susceptibility Weighted Imaging with Cross-Connected Ψ-Net 12 Oct 2020 · 0 repositories · arXiv:2010.05395
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TGA: Two-level Group Attention for Assembly State Detection 12 Oct 2020 · 0 repositories
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SMYRF: Efficient Attention using Asymmetric Clustering 11 Oct 2020 · 1 repository · arXiv:2010.05315Syntology official: no sample here; runs from other or unrecorded repositories · 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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An Empirical Study on Detecting COVID-19 in Chest X-ray Images Using Deep Learning Based Methods 10 Oct 2020 · 0 repositories · arXiv:2010.04936
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Improve the Robustness and Accuracy of Deep Neural Network with L_(2,∞) Normalization 10 Oct 2020 · 0 repositories · arXiv:2010.04912
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Adaptive Aggregation Networks for Class-Incremental Learning 10 Oct 2020 · 2 repositories · arXiv:2010.05063Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 2 pointer-only (licence)
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Regularizing Neural Networks via Adversarial Model Perturbation 10 Oct 2020 · 1 repository · arXiv:2010.04925Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples)
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Attaining Real-Time Super-Resolution for Microscopic Images Using GAN 9 Oct 2020 · 1 repository · arXiv:2010.04634
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Baseline System of Voice Conversion Challenge 2020 with Cyclic Variational Autoencoder and Parallel WaveGAN 9 Oct 2020 · 1 repository · arXiv:2010.04429
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Deep RL With Information Constrained Policies: Generalization in Continuous Control 9 Oct 2020 · 0 repositories · arXiv:2010.04646
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Explaining Clinical Decision Support Systems in Medical Imaging using Cycle-Consistent Activation Maximization 9 Oct 2020 · 0 repositories · arXiv:2010.05759
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Hindsight Experience Replay with Kronecker Product Approximate Curvature 9 Oct 2020 · 0 repositories · arXiv:2010.06142
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Once Quantization-Aware Training: High Performance Extremely Low-bit Architecture Search 9 Oct 2020 · 1 repository · arXiv:2010.04354
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Bone Feature Segmentation in Ultrasound Spine Image with Robustness to Speckle and Regular Occlusion Noise 8 Oct 2020 · 0 repositories · arXiv:2010.03740
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Deep SVBRDF Estimation on Real Materials 8 Oct 2020 · 0 repositories · arXiv:2010.04143
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Energy-based Out-of-distribution Detection 8 Oct 2020 · 6 repositories · arXiv:2010.03759Syntology official (archive's flag): 1 ran · 3 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; 2 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples)
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Fast Fourier Transformation for Optimizing Convolutional Neural Networks in Object Recognition 8 Oct 2020 · 0 repositories · arXiv:2010.04257
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Improve Adversarial Robustness via Weight Penalization on Classification Layer 8 Oct 2020 · 0 repositories · arXiv:2010.03844
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IRX-1D: A Simple Deep Learning Architecture for Remote Sensing Classifications 8 Oct 2020 · 0 repositories · arXiv:2010.03902
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Non-Attentive Tacotron: Robust and Controllable Neural TTS Synthesis Including Unsupervised Duration Modeling 8 Oct 2020 · 6 repositories · arXiv:2010.04301Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
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R-MnasNet: Reduced MnasNet for Computer Vision 8 Oct 2020 · 0 repositories
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Recurrent convolutional neural network for the surrogate modeling of subsurface flow simulation 8 Oct 2020 · 0 repositories · arXiv:2010.07747
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Evaluating the Clinical Realism of Synthetic Chest X-Rays Generated Using Progressively Growing GANs 7 Oct 2020 · 1 repository · arXiv:2010.03975
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Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News 7 Oct 2020 · 2 repositories · arXiv:2010.03159Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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A Data Set and a Convolutional Model for Iconography Classification in Paintings 6 Oct 2020 · 1 repository · arXiv:2010.11697
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An Infinite-Feature Extension for Bayesian ReLU Nets That Fixes Their Asymptotic Overconfidence 6 Oct 2020 · 0 repositories · arXiv:2010.02709
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LOGAN: Local Group Bias Detection by Clustering 6 Oct 2020 · 1 repository · arXiv:2010.02867
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MH-COVIDNet: Diagnosis of COVID-19 using Deep Neural Networks and Meta-heuristic-based Feature Selection on X-ray Images 6 Oct 2020 · 1 repository
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Parallax Motion Effect Generation Through Instance Segmentation And Depth Estimation 6 Oct 2020 · 0 repositories · arXiv:2010.02680
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Rotate to Attend: Convolutional Triplet Attention Module 6 Oct 2020 · 5 repositories · arXiv:2010.03045
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D3Net: Densely connected multidilated DenseNet for music source separation 5 Oct 2020 · 1 repository · arXiv:2010.01733
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DCT-SNN: Using DCT to Distribute Spatial Information over Time for Learning Low-Latency Spiking Neural Networks 5 Oct 2020 · 1 repository · arXiv:2010.01795Syntology 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) · 1 pointer-only (licence)
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Image Translation for Medical Image Generation -- Ischemic Stroke Lesions 5 Oct 2020 · 1 repository · arXiv:2010.02745
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Joint Pruning & Quantization for Extremely Sparse Neural Networks 5 Oct 2020 · 0 repositories · arXiv:2010.01892
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KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation 4 Oct 2020 · 1 repository · arXiv:2010.01663
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LEGAN: Disentangled Manipulation of Directional Lighting and Facial Expressions by Leveraging Human Perceptual Judgements 4 Oct 2020 · 1 repository · arXiv:2010.01464
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A Modular Analysis of Provable Acceleration via Polyak's Momentum: Training a Wide ReLU Network and a Deep Linear Network 4 Oct 2020 · 0 repositories · arXiv:2010.01618
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End-to-End Training of CNN Ensembles for Person Re-Identification 3 Oct 2020 · 0 repositories · arXiv:2010.01342
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Improving Network Slimming with Nonconvex Regularization 3 Oct 2020 · 1 repository · arXiv:2010.01242Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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UCP: Uniform Channel Pruning for Deep Convolutional Neural Networks Compression and Acceleration 3 Oct 2020 · 0 repositories · arXiv:2010.01251
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Global Adaptive Filtering Layer for Computer Vision 2 Oct 2020 · 0 repositories · arXiv:2010.01177
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Data-Driven Certification of Neural Networks with Random Input Noise 2 Oct 2020 · 0 repositories · arXiv:2010.01171
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Deep Learning for Earth Image Segmentation based on Imperfect Polyline Labels with Annotation Errors 2 Oct 2020 · 0 repositories · arXiv:2010.00757
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Dynamic Graph: Learning Instance-aware Connectivity for Neural Networks 2 Oct 2020 · 0 repositories · arXiv:2010.01097
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A deep learning framework for Text-independent Writer Identification 1 Oct 2020 · 1 repository
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Automatic Deep Learning System for COVID-19 Infection Quantification in chest CT 1 Oct 2020 · 0 repositories · arXiv:2010.01982
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Combining ResNet and Transformer for Chinese Grammatical Error Diagnosis 1 Oct 2020 · 0 repositories
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Lane Change For System-Driven Vehicles Using Dynamic Information 1 Oct 2020 · 0 repositories
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Pix2Prof: fast extraction of sequential information from galaxy imagery via a deep natural language 'captioning' model 1 Oct 2020 · 1 repository · arXiv:2010.00622
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Tabular GANs for uneven distribution 1 Oct 2020 · 1 repository · arXiv:2010.00638
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Understanding Self-supervised Learning with Dual Deep Networks 1 Oct 2020 · 2 repositories · arXiv:2010.00578Syntology 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) · 1 pointer-only (licence)
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A law of robustness for two-layers neural networks 30 Sep 2020 · 0 repositories · arXiv:2009.14444
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CardioGAN: Attentive Generative Adversarial Network with Dual Discriminators for Synthesis of ECG from PPG 30 Sep 2020 · 2 repositories · arXiv:2010.00104
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Deep Equals Shallow for ReLU Networks in Kernel Regimes 30 Sep 2020 · 1 repository · arXiv:2009.14397
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DEEPMIR: A DEEP neural network for differential detection of cerebral Microbleeds and IRon deposits in MRI 30 Sep 2020 · 0 repositories · arXiv:2010.00148