Methods › General › Activation Functions › ReLU › Papers, page 103

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 103 of 104: papers 10,201 to 10,300 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.

• Human pose estimation via Convolutional Part Heatmap Regression
  6 Sep 2016 · 1 repository · arXiv:1609.01743
• PVANET: Deep but Lightweight Neural Networks for Real-time Object Detection
  29 Aug 2016 · 2 repositories · arXiv:1608.08021
• Densely Connected Convolutional Networks
  25 Aug 2016 · 146 repositories · arXiv:1608.06993
  Syntology community repositories only · 48 ran (of which 0 constructed an object rather than computing a result; 32 with no instrument failure: 1 honoured, 0 violated, 31 with no contract checked; 16 where Syntology's instrument failed) · 23 unverified (of 71 harvested samples) · 8 pointer-only (licence)
• Lets keep it simple, Using simple architectures to outperform deeper and more complex architectures
  22 Aug 2016 · 9 repositories · arXiv:1608.06037
  Syntology community repositories only · 11 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; 3 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples)
• How Image Degradations Affect Deep CNN-based Face Recognition?
  18 Aug 2016 · 0 repositories · arXiv:1608.05246
• Dynamic Network Surgery for Efficient DNNs
  16 Aug 2016 · 3 repositories · arXiv:1608.04493
• Design of Efficient Convolutional Layers using Single Intra-channel Convolution, Topological Subdivisioning and Spatial "Bottleneck" Structure
  15 Aug 2016 · 1 repository · arXiv:1608.04337
• Learning Structured Sparsity in Deep Neural Networks
  12 Aug 2016 · 3 repositories · arXiv:1608.03665
  Syntology community repositories only · 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) · 11 unverified (of 14 harvested samples)
• Deep vs. shallow networks : An approximation theory perspective
  10 Aug 2016 · 0 repositories · arXiv:1608.03287
• Faster CNNs with Direct Sparse Convolutions and Guided Pruning
  4 Aug 2016 · 1 repository · arXiv:1608.01409
• CUHK & ETHZ & SIAT Submission to ActivityNet Challenge 2016
  2 Aug 2016 · 1 repository · arXiv:1608.00797
• 25 years of CNNs: Can we compare to human abstraction capabilities?
  28 Jul 2016 · 0 repositories · arXiv:1607.08366
• Approximation by Combinations of ReLU and Squared ReLU Ridge Functions with ℓ¹ and ℓ⁰ Controls
  26 Jul 2016 · 0 repositories · arXiv:1607.07819
• Improved Deep Learning of Object Category using Pose Information
  20 Jul 2016 · 0 repositories · arXiv:1607.05836
• Learning to Recognize Objects by Retaining other Factors of Variation
  20 Jul 2016 · 0 repositories · arXiv:1607.05851
• Collaborative Layer-wise Discriminative Learning in Deep Neural Networks
  19 Jul 2016 · 0 repositories · arXiv:1607.05440
• Bag of Attributes for Video Event Retrieval
  18 Jul 2016 · 0 repositories · arXiv:1607.05208
• DSD: Dense-Sparse-Dense Training for Deep Neural Networks
  15 Jul 2016 · 2 repositories · arXiv:1607.04381
• Intra-layer Nonuniform Quantization for Deep Convolutional Neural Network
  10 Jul 2016 · 0 repositories · arXiv:1607.02720
• NIST: An Image Classification Network to Image Semantic Retrieval
  2 Jul 2016 · 0 repositories · arXiv:1607.00464
• Actor-critic versus direct policy search: a comparison based on sample complexity
  29 Jun 2016 · 1 repository · arXiv:1606.09152
• Gaussian Error Linear Units (GELUs)
  27 Jun 2016 · 8 repositories · arXiv:1606.08415
  Syntology official (archive's flag): 5 ran · 7 ran (of which 1 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples)
• 3D U-Net: Learning Dense Volumetric Segmentation from Sparse Annotation
  21 Jun 2016 · 27 repositories · arXiv:1606.06650
  Syntology 59 ran (of which 18 constructed an object rather than computing a result; 42 with no instrument failure: 4 honoured, 0 violated, 38 with no contract checked; 17 where Syntology's instrument failed) · 17 unverified (of 76 harvested samples) · 20 pointer-only (licence)
• DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients
  20 Jun 2016 · 13 repositories · arXiv:1606.06160
  Syntology community repositories only · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 13 harvested samples) · 1 pointer-only (licence)
• cltorch: a Hardware-Agnostic Backend for the Torch Deep Neural Network Library, Based on OpenCL
  15 Jun 2016 · 0 repositories · arXiv:1606.04884
• InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets
  12 Jun 2016 · 38 repositories · arXiv:1606.03657
  Syntology 5 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; 4 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
• Training Recurrent Answering Units with Joint Loss Minimization for VQA
  12 Jun 2016 · 0 repositories · arXiv:1606.03647
• Systematic evaluation of CNN advances on the ImageNet
  7 Jun 2016 · 1 repository · arXiv:1606.02228
• Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding
  6 Jun 2016 · 10 repositories · arXiv:1606.01847
• DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
  2 Jun 2016 · 47 repositories · arXiv:1606.00915
  Syntology 43 ran (of which 12 constructed an object rather than computing a result; 39 with no instrument failure: 1 honoured, 0 violated, 38 with no contract checked; 4 where Syntology's instrument failed) · 20 unverified (of 63 harvested samples) · 18 pointer-only (licence)
• Adversarial Feature Learning
  31 May 2016 · 10 repositories · arXiv:1605.09782
  Syntology 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)
• Hierarchical Question-Image Co-Attention for Visual Question Answering
  31 May 2016 · 9 repositories · arXiv:1606.00061
  Syntology community repositories only · 4 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; 1 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Going Deeper for Multilingual Visual Sentiment Detection
  30 May 2016 · 0 repositories · arXiv:1605.09211
• Parametric Exponential Linear Unit for Deep Convolutional Neural Networks
  30 May 2016 · 0 repositories · arXiv:1605.09332
• Density estimation using Real NVP
  27 May 2016 · 35 repositories · arXiv:1605.08803
  Syntology 48 ran (of which 26 constructed an object rather than computing a result; 38 with no instrument failure: 2 honoured, 0 violated, 36 with no contract checked; 10 where Syntology's instrument failed) · 22 unverified (of 70 harvested samples) · 33 pointer-only (licence)
• Theano-MPI: a Theano-based Distributed Training Framework
  26 May 2016 · 1 repository · arXiv:1605.08325
• EventNet Version 1.1 Technical Report
  24 May 2016 · 0 repositories · arXiv:1605.07289
• FractalNet: Ultra-Deep Neural Networks without Residuals
  24 May 2016 · 4 repositories · arXiv:1605.07648
  Syntology 4 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; 4 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• Self Paced Deep Learning for Weakly Supervised Object Detection
  24 May 2016 · 1 repository · arXiv:1605.07651
• Path-Normalized Optimization of Recurrent Neural Networks with ReLU Activations
  23 May 2016 · 0 repositories · arXiv:1605.07154
• Wide Residual Networks
  23 May 2016 · 72 repositories · arXiv:1605.07146
  Syntology official (archive's flag): 3 ran · 66 ran (of which 31 constructed an object rather than computing a result; 48 with no instrument failure: 0 honoured, 0 violated, 48 with no contract checked; 18 where Syntology's instrument failed) · 30 unverified (of 96 harvested samples) · 50 pointer-only (licence)
• Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups
  20 May 2016 · 0 repositories · arXiv:1605.06489
• Fully Convolutional Networks for Semantic Segmentation
  20 May 2016 · 37 repositories · arXiv:1605.06211
• R-FCN: Object Detection via Region-based Fully Convolutional Networks
  20 May 2016 · 48 repositories · arXiv:1605.06409
  Syntology community repositories only · 7 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; 1 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples) · 1 pointer-only (licence)
• Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks
  20 May 2016 · 2 repositories · arXiv:1605.06402
• Swapout: Learning an ensemble of deep architectures
  20 May 2016 · 0 repositories · arXiv:1605.06465
• DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model
  10 May 2016 · 16 repositories · arXiv:1605.03170
• Adversarial Diversity and Hard Positive Generation
  5 May 2016 · 0 repositories · arXiv:1605.01775
• Refining Architectures of Deep Convolutional Neural Networks
  22 Apr 2016 · 0 repositories · arXiv:1604.06832
• Deep Saliency with Encoded Low level Distance Map and High Level Features
  19 Apr 2016 · 2 repositories · arXiv:1604.05495
• Deep Residual Networks with Exponential Linear Unit
  14 Apr 2016 · 1 repository · arXiv:1604.04112
• Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual Cortex
  13 Apr 2016 · 4 repositories · arXiv:1604.03640
• Hardware-oriented Approximation of Convolutional Neural Networks
  11 Apr 2016 · 1 repository · arXiv:1604.03168
• T-CNN: Tubelets with Convolutional Neural Networks for Object Detection from Videos
  9 Apr 2016 · 1 repository · arXiv:1604.02532
  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) · 0 unverified (of 1 harvested sample)
• Norm-preserving Orthogonal Permutation Linear Unit Activation Functions (OPLU)
  8 Apr 2016 · 0 repositories · arXiv:1604.02313
• A MultiPath Network for Object Detection
  7 Apr 2016 · 1 repository · arXiv:1604.02135
• Multi-Bias Non-linear Activation in Deep Neural Networks
  3 Apr 2016 · 0 repositories · arXiv:1604.00676
• Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles
  30 Mar 2016 · 9 repositories · arXiv:1603.09246
  Syntology 10 ran (of which 6 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 7 pointer-only (licence)
• Instance-sensitive Fully Convolutional Networks
  29 Mar 2016 · 0 repositories · arXiv:1603.08678
• Learning to Refine Object Segments
  29 Mar 2016 · 2 repositories · arXiv:1603.08695
• Resnet in Resnet: Generalizing Residual Architectures
  25 Mar 2016 · 1 repository · arXiv:1603.08029
• Stacked Hourglass Networks for Human Pose Estimation
  22 Mar 2016 · 46 repositories · arXiv:1603.06937
  Syntology 24 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 0 honoured, 0 violated, 22 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 25 harvested samples) · 1 pointer-only (licence)
• Accelerating Deep Neural Network Training with Inconsistent Stochastic Gradient Descent
  17 Mar 2016 · 0 repositories · arXiv:1603.05544
• Identity Mappings in Deep Residual Networks
  16 Mar 2016 · 54 repositories · arXiv:1603.05027
  Syntology community repositories only · 14 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 1 honoured, 0 violated, 11 with no contract checked; 2 where Syntology's instrument failed) · 11 unverified (of 25 harvested samples) · 2 pointer-only (licence)
• Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units
  16 Mar 2016 · 2 repositories · arXiv:1603.05201
• XNOR-Net: ImageNet Classification Using Binary Convolutional Neural Networks
  16 Mar 2016 · 20 repositories · arXiv:1603.05279
  Syntology 16 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 7 where Syntology's instrument failed) · 2 unverified (of 18 harvested samples) · 3 pointer-only (licence)
• HyperFace: A Deep Multi-task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition
  3 Mar 2016 · 2 repositories · arXiv:1603.01249
• vDNN: Virtualized Deep Neural Networks for Scalable, Memory-Efficient Neural Network Design
  25 Feb 2016 · 4 repositories · arXiv:1602.08124
• SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size
  24 Feb 2016 · 59 repositories · arXiv:1602.07360
  Syntology community repositories only · 4 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; 4 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 2 pointer-only (licence)
• Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
  23 Feb 2016 · 87 repositories · arXiv:1602.07261
  Syntology 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)
• Revise Saturated Activation Functions
  18 Feb 2016 · 0 repositories · arXiv:1602.05980
• Benefits of depth in neural networks
  14 Feb 2016 · 0 repositories · arXiv:1602.04485
• EIE: Efficient Inference Engine on Compressed Deep Neural Network
  4 Feb 2016 · 4 repositories · arXiv:1602.01528
  Syntology 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) · 1 unverified (of 3 harvested samples)
• Hybrid CNN and Dictionary-Based Models for Scene Recognition and Domain Adaptation
  29 Jan 2016 · 0 repositories · arXiv:1601.07977
• Factors in Finetuning Deep Model for object detection
  20 Jan 2016 · 0 repositories · arXiv:1601.05150
• Deep Learning with S-shaped Rectified Linear Activation Units
  22 Dec 2015 · 1 repository · arXiv:1512.07030
• Poseidon: A System Architecture for Efficient GPU-based Deep Learning on Multiple Machines
  19 Dec 2015 · 0 repositories · arXiv:1512.06216
• Learning Games and Rademacher Observations Losses
  16 Dec 2015 · 0 repositories · arXiv:1512.05244
• On Deep Representation Learning from Noisy Web Images
  15 Dec 2015 · 0 repositories · arXiv:1512.04785
• Deep Residual Learning for Image Recognition
  10 Dec 2015 · 484 repositories · arXiv:1512.03385
  Syntology official: no sample here; runs from other or unrecorded repositories · 254 ran (of which 108 constructed an object rather than computing a result; 166 with no instrument failure: 3 honoured, 1 violated, 162 with no contract checked; 88 where Syntology's instrument failed) · 123 unverified (of 377 harvested samples) · 193 pointer-only (licence)
• SSD: Single Shot MultiBox Detector
  8 Dec 2015 · 221 repositories · arXiv:1512.02325
  Syntology community repositories only · 93 ran (of which 0 constructed an object rather than computing a result; 79 with no instrument failure: 3 honoured, 1 violated, 75 with no contract checked; 14 where Syntology's instrument failed) · 38 unverified (of 131 harvested samples) · 9 pointer-only (licence)
• Deep Neural Decision Forests
  1 Dec 2015 · 0 repositories
• Learning both Weights and Connections for Efficient Neural Network
  1 Dec 2015 · 0 repositories
• Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)
  23 Nov 2015 · 16 repositories · arXiv:1511.07289
  Syntology 5 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 2 pointer-only (licence)
• Gradual DropIn of Layers to Train Very Deep Neural Networks
  22 Nov 2015 · 0 repositories · arXiv:1511.06951
• Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications
  20 Nov 2015 · 7 repositories · arXiv:1511.06530
  Syntology 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) · 7 unverified (of 9 harvested samples) · 9 pointer-only (licence)
• All you need is a good init
  19 Nov 2015 · 11 repositories · arXiv:1511.06422
  Syntology official: harvested, nothing ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified (of 19 harvested samples) · 2 pointer-only (licence)
• Convolutional neural networks with low-rank regularization
  19 Nov 2015 · 2 repositories · arXiv:1511.06067
  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) · 1 pointer-only (licence)
• Deep Metric Learning via Lifted Structured Feature Embedding
  19 Nov 2015 · 3 repositories · arXiv:1511.06452
• Delving Deeper into Convolutional Networks for Learning Video Representations
  19 Nov 2015 · 6 repositories · arXiv:1511.06432
• Robust Convolutional Neural Networks under Adversarial Noise
  19 Nov 2015 · 0 repositories · arXiv:1511.06306
• Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
  19 Nov 2015 · 258 repositories · arXiv:1511.06434
  Syntology 128 ran (of which 61 constructed an object rather than computing a result; 111 with no instrument failure: 3 honoured, 0 violated, 108 with no contract checked; 17 where Syntology's instrument failed) · 91 unverified (of 219 harvested samples) · 111 pointer-only (licence)
• ACDC: A Structured Efficient Linear Layer
  18 Nov 2015 · 2 repositories · arXiv:1511.05946
  Syntology community repositories only · 2 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; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Expressiveness of Rectifier Networks
  18 Nov 2015 · 0 repositories · arXiv:1511.05678
• Why are deep nets reversible: A simple theory, with implications for training
  18 Nov 2015 · 0 repositories · arXiv:1511.05653
• Learning Neural Network Architectures using Backpropagation
  17 Nov 2015 · 0 repositories · arXiv:1511.05497
• Learning to Assign Orientations to Feature Points
  13 Nov 2015 · 0 repositories · arXiv:1511.04273
• On the Quality of the Initial Basin in Overspecified Neural Networks
  13 Nov 2015 · 0 repositories · arXiv:1511.04210
• Basic Level Categorization Facilitates Visual Object Recognition
  12 Nov 2015 · 0 repositories · arXiv:1511.04103
• Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding
  9 Nov 2015 · 21 repositories · arXiv:1511.02680
  Syntology 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) · 12 unverified (of 18 harvested samples)