Methods › General › Activation Functions › ReLU › Papers, page 98

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 98 of 104: papers 9,701 to 9,800 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.

• Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells
  21 Feb 2018 · 2 repositories · arXiv:1802.07465
• Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation
  20 Feb 2018 · 12 repositories · arXiv:1802.06955
  Syntology 5 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; 5 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 5 pointer-only (licence)
• Automated soft tissue lesion detection and segmentation in digital mammography using a u-net deep learning network
  19 Feb 2018 · 0 repositories · arXiv:1802.06865
• Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network for Real-time Embedded Object Detection
  19 Feb 2018 · 1 repository · arXiv:1802.06488
• Efficient Sparse-Winograd Convolutional Neural Networks
  18 Feb 2018 · 1 repository · arXiv:1802.06367
• Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet
  17 Feb 2018 · 1 repository · arXiv:1802.06205
• Spectral Normalization for Generative Adversarial Networks
  16 Feb 2018 · 38 repositories · arXiv:1802.05957
  Syntology official: no sample here; runs from other or unrecorded repositories · 25 ran (of which 9 constructed an object rather than computing a result; 21 with no instrument failure: 0 honoured, 1 violated, 20 with no contract checked; 4 where Syntology's instrument failed) · 6 unverified (of 31 harvested samples) · 15 pointer-only (licence)
• cGANs with Projection Discriminator
  15 Feb 2018 · 12 repositories · arXiv:1802.05637
  Syntology official (archive's flag): 2 ran · 9 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 2 violated, 1 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 6 pointer-only (licence)
• GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms
  14 Feb 2018 · 1 repository · arXiv:1802.05054
  Syntology official (archive's flag): 2 ran · 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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Deep Neural Networks Learn Non-Smooth Functions Effectively
  13 Feb 2018 · 0 repositories · arXiv:1802.04474
• Adversarial Audio Synthesis
  12 Feb 2018 · 22 repositories · arXiv:1802.04208
  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) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Tempered Adversarial Networks
  12 Feb 2018 · 0 repositories · arXiv:1802.04374
• FD-MobileNet: Improved MobileNet with a Fast Downsampling Strategy
  11 Feb 2018 · 3 repositories · arXiv:1802.03750
• 𝒢-SGD: Optimizing ReLU Neural Networks in its Positively Scale-Invariant Space
  11 Feb 2018 · 0 repositories · arXiv:1802.03713
• Sample Efficient Deep Reinforcement Learning for Dialogue Systems with Large Action Spaces
  11 Feb 2018 · 0 repositories · arXiv:1802.03753
• Hydra: an Ensemble of Convolutional Neural Networks for Geospatial Land Classification
  10 Feb 2018 · 1 repository · arXiv:1802.03518
• Invertible Autoencoder for domain adaptation
  10 Feb 2018 · 0 repositories · arXiv:1802.06869
• On the Universal Approximability and Complexity Bounds of Quantized ReLU Neural Networks
  10 Feb 2018 · 0 repositories · arXiv:1802.03646
• Optimal approximation of continuous functions by very deep ReLU networks
  10 Feb 2018 · 0 repositories · arXiv:1802.03620
• Small nonlinearities in activation functions create bad local minima in neural networks
  10 Feb 2018 · 0 repositories · arXiv:1802.03487
• Bitewing Radiography Semantic Segmentation Base on Conditional Generative Adversarial Nets
  7 Feb 2018 · 0 repositories · arXiv:1802.02571
• Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
  7 Feb 2018 · 78 repositories · arXiv:1802.02611
  Syntology community repositories only · 44 ran (of which 17 constructed an object rather than computing a result; 28 with no instrument failure: 2 honoured, 0 violated, 26 with no contract checked; 16 where Syntology's instrument failed) · 28 unverified (of 72 harvested samples) · 40 pointer-only (licence)
• Going Deeper in Spiking Neural Networks: VGG and Residual Architectures
  7 Feb 2018 · 1 repository · arXiv:1802.02627
• ShakeDrop Regularization for Deep Residual Learning
  7 Feb 2018 · 5 repositories · arXiv:1802.02375
  Syntology official: no sample here; runs from other or unrecorded repositories · 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)
• Universal Deep Neural Network Compression
  7 Feb 2018 · 0 repositories · arXiv:1802.02271
• Mixed Link Networks
  6 Feb 2018 · 1 repository · arXiv:1802.01808
• A Multiresolution Convolutional Neural Network with Partial Label Training for Annotating Reflectance Confocal Microscopy Images of Skin
  5 Feb 2018 · 0 repositories · arXiv:1802.02213
• 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)
• To understand deep learning we need to understand kernel learning
  5 Feb 2018 · 0 repositories · arXiv:1802.01396
• Mixed Precision Training of Convolutional Neural Networks using Integer Operations
  3 Feb 2018 · 0 repositories · arXiv:1802.00930
• A Convolutional Neural Network Smartphone App for Real-Time Voice Activity Detection
  1 Feb 2018 · 1 repository
• Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach
  31 Jan 2018 · 1 repository · arXiv:1801.10578
• Pretraining Deep Actor-Critic Reinforcement Learning Algorithms With Expert Demonstrations
  31 Jan 2018 · 0 repositories · arXiv:1801.10459
• Hierarchical Spatial Transformer Network
  29 Jan 2018 · 0 repositories · arXiv:1801.09467
• Learning Combinations of Activation Functions
  29 Jan 2018 · 0 repositories · arXiv:1801.09403
• Shift-Net: Image Inpainting via Deep Feature Rearrangement
  29 Jan 2018 · 2 repositories · arXiv:1801.09392
• Scalable Mutual Information Estimation using Dependence Graphs
  27 Jan 2018 · 1 repository · arXiv:1801.09125
• Classification of sparsely labeled spatio-temporal data through semi-supervised adversarial learning
  26 Jan 2018 · 0 repositories · arXiv:1801.08712
• Flexible Deep Neural Network Processing
  23 Jan 2018 · 0 repositories · arXiv:1801.07353
• Numerical Coordinate Regression with Convolutional Neural Networks
  23 Jan 2018 · 2 repositories · arXiv:1801.07372
• Stacked Filters Stationary Flow For Hardware-Oriented Acceleration Of Deep Convolutional Neural Networks
  23 Jan 2018 · 1 repository · arXiv:1801.07459
• E-swish: Adjusting Activations to Different Network Depths
  22 Jan 2018 · 1 repository · arXiv:1801.07145
• Staff line Removal using Generative Adversarial Networks
  22 Jan 2018 · 0 repositories · arXiv:1801.07141
• EffNet: An Efficient Structure for Convolutional Neural Networks
  19 Jan 2018 · 3 repositories · arXiv:1801.06434
• FastNet
  17 Jan 2018 · 1 repository · arXiv:1802.02186
• TernausNet: U-Net with VGG11 Encoder Pre-Trained on ImageNet for Image Segmentation
  17 Jan 2018 · 13 repositories · arXiv:1801.05746
  Syntology official (archive's flag): 1 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)
• StressedNets: Efficient Feature Representations via Stress-induced Evolutionary Synthesis of Deep Neural Networks
  16 Jan 2018 · 0 repositories · arXiv:1801.05387
• Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift
  16 Jan 2018 · 5 repositories · arXiv:1801.05134
• Unsupervised Cipher Cracking Using Discrete GANs
  15 Jan 2018 · 1 repository · arXiv:1801.04883
• Multivariate LSTM-FCNs for Time Series Classification
  14 Jan 2018 · 7 repositories · arXiv:1801.04503
  Syntology official (archive's flag): 2 ran · 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) · 2 pointer-only (licence)
• MobileNetV2: Inverted Residuals and Linear Bottlenecks
  13 Jan 2018 · 159 repositories · arXiv:1801.04381
  Syntology 85 ran (of which 40 constructed an object rather than computing a result; 65 with no instrument failure: 8 honoured, 0 violated, 57 with no contract checked; 20 where Syntology's instrument failed) · 26 unverified (of 111 harvested samples) · 64 pointer-only (licence)
• Application of a semantic segmentation convolutional neural network for accurate automatic detection and mapping of solar photovoltaic arrays in aerial imagery
  11 Jan 2018 · 0 repositories · arXiv:1801.04018
• The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
  11 Jan 2018 · 24 repositories · arXiv:1801.03924
  Syntology 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)
• Which Neural Net Architectures Give Rise To Exploding and Vanishing Gradients?
  11 Jan 2018 · 0 repositories · arXiv:1801.03744
• Data Augmentation by Pairing Samples for Images Classification
  9 Jan 2018 · 0 repositories · arXiv:1801.02929
• Moments in Time Dataset: one million videos for event understanding
  9 Jan 2018 · 4 repositories · arXiv:1801.03150
• Identity-preserving Face Recovery from Portraits
  8 Jan 2018 · 0 repositories · arXiv:1801.02279
• Anatomical Data Augmentation For CNN based Pixel-wise Classification
  7 Jan 2018 · 0 repositories · arXiv:1801.02261
• Improving utility of brain tumor confocal laser endomicroscopy: objective value assessment and diagnostic frame detection with convolutional neural networks
  6 Jan 2018 · 0 repositories · arXiv:1801.02101
• Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
  4 Jan 2018 · 86 repositories · arXiv:1801.01290
  Syntology community repositories only · 91 ran (of which 61 constructed an object rather than computing a result; 73 with no instrument failure: 3 honoured, 1 violated, 69 with no contract checked; 18 where Syntology's instrument failed) · 57 unverified (of 148 harvested samples) · 66 pointer-only (licence)
• Implementation of Deep Convolutional Neural Network in Multi-class Categorical Image Classification
  3 Jan 2018 · 0 repositories · arXiv:1801.01397
• Panoptic Segmentation
  3 Jan 2018 · 9 repositories · arXiv:1801.00868
• Dilated Convolutional Neural Networks for Time Series Forecasting
  2 Jan 2018 · 1 repository
• A comparison of second-order methods for deep convolutional neural networks
  1 Jan 2018 · 0 repositories
• A Spectral Approach to Generalization and Optimization in Neural Networks
  1 Jan 2018 · 0 repositories
• A Tensor Analysis on Dense Connectivity via Convolutional Arithmetic Circuits
  1 Jan 2018 · 0 repositories
• Better Generalization by Efficient Trust Region Method
  1 Jan 2018 · 0 repositories
• Critical Points of Linear Neural Networks: Analytical Forms and Landscape Properties
  1 Jan 2018 · 0 repositories
• Deep Mean Field Theory: Layerwise Variance and Width Variation as Methods to Control Gradient Explosion
  1 Jan 2018 · 0 repositories
• Enhancing Batch Normalized Convolutional Networks using Displaced Rectifier Linear Units: A Systematic Comparative Study
  1 Jan 2018 · 0 repositories
• Gradients explode - Deep Networks are shallow - ResNet explained
  1 Jan 2018 · 0 repositories
• Large Batch Training of Convolutional Networks with Layer-wise Adaptive Rate Scaling
  1 Jan 2018 · 0 repositories
• Lung Tumor Location and Identification with AlexNet and a Custom CNN
  1 Jan 2018 · 0 repositories
• Model Specialization for Inference Via End-to-End Distillation, Pruning, and Cascades
  1 Jan 2018 · 0 repositories
• No Spurious Local Minima in a Two Hidden Unit ReLU Network
  1 Jan 2018 · 0 repositories
• On the Generalization Effects of DenseNet Model Structures
  1 Jan 2018 · 0 repositories
• On the Information Bottleneck Theory of Deep Learning
  1 Jan 2018 · 1 repository
• ShakeDrop regularization
  1 Jan 2018 · 0 repositories
• Sparse-Complementary Convolution for Efficient Model Utilization on CNNs
  1 Jan 2018 · 0 repositories
• Tensor Contraction & Regression Networks
  1 Jan 2018 · 0 repositories
• The Information-Autoencoding Family: A Lagrangian Perspective on Latent Variable Generative Modeling
  1 Jan 2018 · 0 repositories
• The loss surface and expressivity of deep convolutional neural networks
  1 Jan 2018 · 0 repositories
• Variational Network Quantization
  1 Jan 2018 · 0 repositories
• Viterbi-based Pruning for Sparse Matrix with Fixed and High Index Compression Ratio
  1 Jan 2018 · 0 repositories
• The Multilinear Structure of ReLU Networks
  29 Dec 2017 · 0 repositories · arXiv:1712.10132
• Handwritten Bangla Character Recognition Using The State-of-Art Deep Convolutional Neural Networks
  28 Dec 2017 · 1 repository · arXiv:1712.09872
• Rapid Adaptation with Conditionally Shifted Neurons
  28 Dec 2017 · 0 repositories · arXiv:1712.09926
• Learning to Run with Actor-Critic Ensemble
  25 Dec 2017 · 2 repositories · arXiv:1712.08987
• Mean Field Residual Networks: On the Edge of Chaos
  24 Dec 2017 · 0 repositories · arXiv:1712.08969
• Beyond saliency: understanding convolutional neural networks from saliency prediction on layer-wise relevance propagation
  22 Dec 2017 · 2 repositories · arXiv:1712.08268
• Towards dense object tracking in a 2D honeybee hive
  22 Dec 2017 · 2 repositories · arXiv:1712.08324
• How Well Can Generative Adversarial Networks Learn Densities: A Nonparametric View
  21 Dec 2017 · 0 repositories · arXiv:1712.08244
• Reachable Set Computation and Safety Verification for Neural Networks with ReLU Activations
  21 Dec 2017 · 0 repositories · arXiv:1712.08163
• Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth
  20 Dec 2017 · 1 repository · arXiv:1712.07695
• Improving Generalization Performance by Switching from Adam to SGD
  20 Dec 2017 · 6 repositories · arXiv:1712.07628
• Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural Networks
  20 Dec 2017 · 2 repositories · arXiv:1712.07493
• ComboGAN: Unrestrained Scalability for Image Domain Translation
  19 Dec 2017 · 1 repository · arXiv:1712.06909
• On the Effectiveness of Least Squares Generative Adversarial Networks
  18 Dec 2017 · 3 repositories · arXiv:1712.06391
  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: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• When Not to Classify: Anomaly Detection of Attacks (ADA) on DNN Classifiers at Test Time
  18 Dec 2017 · 0 repositories · arXiv:1712.06646
• Attenuation correction for brain PET imaging using deep neural network based on dixon and ZTE MR images
  17 Dec 2017 · 0 repositories · arXiv:1712.06203