Methods › General › Activation Functions › ReLU › Papers, page 92

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 92 of 104: papers 9,101 to 9,200 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.

• Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches
  8 Nov 2018 · 0 repositories · arXiv:1811.03447
• Statistical Characteristics of Deep Representations: An Empirical Investigation
  8 Nov 2018 · 0 repositories · arXiv:1811.03666
• ColorUNet: A convolutional classification approach to colorization
  7 Nov 2018 · 0 repositories · arXiv:1811.03120
• How Well Generative Adversarial Networks Learn Distributions
  7 Nov 2018 · 0 repositories · arXiv:1811.03179
• ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search
  6 Nov 2018 · 1 repository · arXiv:1811.02696
• Deep feature transfer between localization and segmentation tasks
  6 Nov 2018 · 0 repositories · arXiv:1811.02539
• Molecular Transformer - A Model for Uncertainty-Calibrated Chemical Reaction Prediction
  6 Nov 2018 · 1 repository · arXiv:1811.02633
• Student's t-Generative Adversarial Networks
  6 Nov 2018 · 0 repositories · arXiv:1811.02132
• A Unified Framework of DNN Weight Pruning and Weight Clustering/Quantization Using ADMM
  5 Nov 2018 · 0 repositories · arXiv:1811.01907
• Mesh-TensorFlow: Deep Learning for Supercomputers
  5 Nov 2018 · 1 repository · arXiv:1811.02084
• Simple, Distributed, and Accelerated Probabilistic Programming
  5 Nov 2018 · 1 repository · arXiv:1811.02091
• RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans
  4 Nov 2018 · 1 repository · arXiv:1811.01328
• DUNet: A deformable network for retinal vessel segmentation
  3 Nov 2018 · 0 repositories · arXiv:1811.01206
• Efficient Neural Network Robustness Certification with General Activation Functions
  2 Nov 2018 · 16 repositories · arXiv:1811.00866
  Syntology community repositories only · 33 ran (of which 0 constructed an object rather than computing a result; 31 with no instrument failure: 2 honoured, 0 violated, 29 with no contract checked; 2 where Syntology's instrument failed) · 10 unverified (of 43 harvested samples) · 3 pointer-only (licence)
• Invertible Residual Networks
  2 Nov 2018 · 5 repositories · arXiv:1811.00995
  Syntology 9 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 7 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 3 pointer-only (licence)
• Ischemic Stroke Lesion Segmentation in CT Perfusion Scans using Pyramid Pooling and Focal Loss
  2 Nov 2018 · 0 repositories · arXiv:1811.01085
• Show, Attend and Read: A Simple and Strong Baseline for Irregular Text Recognition
  2 Nov 2018 · 8 repositories · arXiv:1811.00751
  Syntology 7 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; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
• An Analysis of Encoder Representations in Transformer-Based Machine Translation
  1 Nov 2018 · 0 repositories
• Argumentative Link Prediction using Residual Networks and Multi-Objective Learning
  1 Nov 2018 · 1 repository
• Bi-GANs-ST for Perceptual Image Super-resolution
  1 Nov 2018 · 0 repositories · arXiv:1811.00367
• Critical initialisation for deep signal propagation in noisy rectifier neural networks
  1 Nov 2018 · 1 repository · arXiv:1811.00293
• Dilated DenseNets for Relational Reasoning
  1 Nov 2018 · 0 repositories · arXiv:1811.00410
• Extracting Syntactic Trees from Transformer Encoder Self-Attentions
  1 Nov 2018 · 0 repositories
• Hybrid Self-Attention Network for Machine Translation
  1 Nov 2018 · 0 repositories · arXiv:1811.00253
• Accelerating SGD with momentum for over-parameterized learning
  31 Oct 2018 · 1 repository · arXiv:1810.13395
• Convolutional Self-Attention Network
  31 Oct 2018 · 0 repositories · arXiv:1810.13320
• Formal Verification of Neural Network Controlled Autonomous Systems
  31 Oct 2018 · 0 repositories · arXiv:1810.13072
• Performance assessment of the deep learning technologies in grading glaucoma severity
  31 Oct 2018 · 0 repositories · arXiv:1810.13376
• SplineNets: Continuous Neural Decision Graphs
  31 Oct 2018 · 0 repositories · arXiv:1810.13118
• Structure Learning of Deep Neural Networks with Q-Learning
  31 Oct 2018 · 0 repositories · arXiv:1810.13155
• The Effect of Learning Strategy versus Inherent Architecture Properties on the Ability of Convolutional Neural Networks to Develop Transformation Invariance
  31 Oct 2018 · 0 repositories · arXiv:1810.13128
• Weakly Supervised Grammatical Error Correction using Iterative Decoding
  31 Oct 2018 · 0 repositories · arXiv:1811.01710
• A Hybrid Frequency-domain/Image-domain Deep Network for Magnetic Resonance Image Reconstruction
  30 Oct 2018 · 1 repository · arXiv:1810.12473
• A mixed signal architecture for convolutional neural networks
  30 Oct 2018 · 0 repositories · arXiv:1811.02636
• Generative Adversarial Networks for Unpaired Voice Transformation on Impaired Speech
  30 Oct 2018 · 2 repositories · arXiv:1810.12656
• Piecewise Strong Convexity of Neural Networks
  30 Oct 2018 · 0 repositories · arXiv:1810.12805
• Investigation of enhanced Tacotron text-to-speech synthesis systems with self-attention for pitch accent language
  29 Oct 2018 · 1 repository · arXiv:1810.11960
• On the Convergence Rate of Training Recurrent Neural Networks
  29 Oct 2018 · 0 repositories · arXiv:1810.12065
• Parallel Attention Mechanisms in Neural Machine Translation
  29 Oct 2018 · 0 repositories · arXiv:1810.12427
• Rademacher Complexity for Adversarially Robust Generalization
  29 Oct 2018 · 1 repository · arXiv:1810.11914
• Recurrent Transformer Networks for Semantic Correspondence
  29 Oct 2018 · 1 repository · arXiv:1810.12155
• Automatically Evolving CNN Architectures Based on Blocks
  28 Oct 2018 · 0 repositories · arXiv:1810.11875
• LPCNet: Improving Neural Speech Synthesis Through Linear Prediction
  28 Oct 2018 · 2 repositories · arXiv:1810.11846
• A Miniaturized Semantic Segmentation Method for Remote Sensing Image
  27 Oct 2018 · 1 repository · arXiv:1810.11603
• Building Footprint Generation Using Improved Generative Adversarial Networks
  26 Oct 2018 · 0 repositories · arXiv:1810.11224
• Size-Noise Tradeoffs in Generative Networks
  26 Oct 2018 · 0 repositories · arXiv:1810.11158
• Spectrogram-channels u-net: a source separation model viewing each channel as the spectrogram of each source
  26 Oct 2018 · 1 repository · arXiv:1810.11520
• Uniform Convergence of Gradients for Non-Convex Learning and Optimization
  25 Oct 2018 · 0 repositories · arXiv:1810.11059
• Mask Propagation Network for Video Object Segmentation
  24 Oct 2018 · 0 repositories · arXiv:1810.10289
• Variational Semi-supervised Aspect-term Sentiment Analysis via Transformer
  24 Oct 2018 · 0 repositories · arXiv:1810.10437
• Spatiotemporal CNNs for Pornography Detection in Videos
  24 Oct 2018 · 1 repository · arXiv:1810.10519
• Hierarchical Approaches for Reinforcement Learning in Parameterized Action Space
  23 Oct 2018 · 0 repositories · arXiv:1810.09656
• Baseline Detection in Historical Documents using Convolutional U-Nets
  22 Oct 2018 · 0 repositories · arXiv:1810.09343
• Can We Gain More from Orthogonality Regularizations in Training Deep CNNs?
  22 Oct 2018 · 1 repository · arXiv:1810.09102
• From Hard to Soft: Understanding Deep Network Nonlinearities via Vector Quantization and Statistical Inference
  22 Oct 2018 · 0 repositories · arXiv:1810.09274
• Single Image Haze Removal using a Generative Adversarial Network
  22 Oct 2018 · 2 repositories · arXiv:1810.09479
• Dermatologist Level Dermoscopy Skin Cancer Classification Using Different Deep Learning Convolutional Neural Networks Algorithms
  21 Oct 2018 · 0 repositories · arXiv:1810.10348
• Left Ventricle Segmentation via Optical-Flow-Net from Short-axis Cine MRI: Preserving the Temporal Coherence of Cardiac Motion
  20 Oct 2018 · 0 repositories · arXiv:1810.08753
• On Extensions of CLEVER: A Neural Network Robustness Evaluation Algorithm
  19 Oct 2018 · 1 repository · arXiv:1810.08640
• A Novel Focal Tversky loss function with improved Attention U-Net for lesion segmentation
  18 Oct 2018 · 6 repositories · arXiv:1810.07842
• Adaptivity of deep ReLU network for learning in Besov and mixed smooth Besov spaces: optimal rate and curse of dimensionality
  18 Oct 2018 · 0 repositories · arXiv:1810.08033
• Deep Learning Methods for Reynolds-Averaged Navier-Stokes Simulations of Airfoil Flows
  18 Oct 2018 · 2 repositories · arXiv:1810.08217
  Syntology community repositories only · 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)
• Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training
  18 Oct 2018 · 1 repository · arXiv:1810.07911
  Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Implicit Dual-domain Convolutional Network for Robust Color Image Compression Artifact Reduction
  18 Oct 2018 · 0 repositories · arXiv:1810.08042
• MRI Reconstruction via Cascaded Channel-wise Attention Network
  18 Oct 2018 · 1 repository · arXiv:1810.08229
• An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation
  17 Oct 2018 · 0 repositories · arXiv:1810.07595
• Small ReLU networks are powerful memorizers: a tight analysis of memorization capacity
  17 Oct 2018 · 0 repositories · arXiv:1810.07770
• LadderNet: Multi-path networks based on U-Net for medical image segmentation
  17 Oct 2018 · 3 repositories · arXiv:1810.07810
• Provable Robustness of ReLU networks via Maximization of Linear Regions
  17 Oct 2018 · 2 repositories · arXiv:1810.07481
• A Comparison of 1-D and 2-D Deep Convolutional Neural Networks in ECG Classification
  16 Oct 2018 · 1 repository · arXiv:1810.07088
• Bottleneck Supervised U-Net for Pixel-wise Liver and Tumor Segmentation
  16 Oct 2018 · 0 repositories · arXiv:1810.10331
• Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities
  16 Oct 2018 · 0 repositories · arXiv:1810.07003
• Metropolis-Hastings view on variational inference and adversarial training
  16 Oct 2018 · 0 repositories · arXiv:1810.07151
• Refacing: reconstructing anonymized facial features using GANs
  15 Oct 2018 · 1 repository · arXiv:1810.06455
• Virtualization of tissue staining in digital pathology using an unsupervised deep learning approach
  15 Oct 2018 · 0 repositories · arXiv:1810.06415
• Fine-Grained Classification of Cervical Cells Using Morphological and Appearance Based Convolutional Neural Networks
  14 Oct 2018 · 0 repositories · arXiv:1810.06058
• Regularization Matters: Generalization and Optimization of Neural Nets v.s. their Induced Kernel
  12 Oct 2018 · 0 repositories · arXiv:1810.05369
• U-Net: Machine Reading Comprehension with Unanswerable Questions
  12 Oct 2018 · 1 repository · arXiv:1810.06638
• A Novel Domain Adaptation Framework for Medical Image Segmentation
  11 Oct 2018 · 0 repositories · arXiv:1810.05732
• Deep Bi-Dense Networks for Image Super-Resolution
  11 Oct 2018 · 1 repository · arXiv:1810.04873
• Taming the Cross Entropy Loss
  11 Oct 2018 · 0 repositories · arXiv:1810.05075
• On the Approximation Properties of Random ReLU Features
  10 Oct 2018 · 1 repository · arXiv:1810.04374
  Syntology official (archive's flag): 9 ran · 9 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; 1 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples)
• Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space
  10 Oct 2018 · 5 repositories · arXiv:1810.06394
  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) · 1 unverified (of 3 harvested samples)
• Comparison of U-net-based Convolutional Neural Networks for Liver Segmentation in CT
  9 Oct 2018 · 0 repositories · arXiv:1810.04017
• Rate Distortion For Model Compression: From Theory To Practice
  9 Oct 2018 · 0 repositories · arXiv:1810.06401
• Bootstrapped CNNs for Building Segmentation on RGB-D Aerial Imagery
  8 Oct 2018 · 0 repositories · arXiv:1810.03570
• Improving the Transformer Translation Model with Document-Level Context
  8 Oct 2018 · 3 repositories · arXiv:1810.03581
  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) · 11 unverified (of 12 harvested samples)
• Rethinking Breiman's Dilemma in Neural Networks: Phase Transitions of Margin Dynamics
  8 Oct 2018 · 1 repository · arXiv:1810.03389
• Why do Larger Models Generalize Better? A Theoretical Perspective via the XOR Problem
  6 Oct 2018 · 0 repositories · arXiv:1810.03037
• Generating Diffusion MRI scalar maps from T1 weighted images using generative adversarial networks
  5 Oct 2018 · 1 repository · arXiv:1810.02683
• Weakly Supervised Object Detection in Artworks
  5 Oct 2018 · 2 repositories · arXiv:1810.02569
• Improving the Segmentation of Anatomical Structures in Chest Radiographs using U-Net with an ImageNet Pre-trained Encoder
  4 Oct 2018 · 0 repositories · arXiv:1810.02113
• Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan?
  3 Oct 2018 · 0 repositories · arXiv:1810.01621
• Optimization Algorithm Inspired Deep Neural Network Structure Design
  3 Oct 2018 · 0 repositories · arXiv:1810.01638
• Weighted Sigmoid Gate Unit for an Activation Function of Deep Neural Network
  3 Oct 2018 · 0 repositories · arXiv:1810.01829
• CINIC-10 is not ImageNet or CIFAR-10
  2 Oct 2018 · 2 repositories · arXiv:1810.03505
• Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks
  2 Oct 2018 · 4 repositories · arXiv:1810.03982
• GINN: Geometric Illustration of Neural Networks
  2 Oct 2018 · 1 repository · arXiv:1810.01860
• Implicit Self-Regularization in Deep Neural Networks: Evidence from Random Matrix Theory and Implications for Learning
  2 Oct 2018 · 3 repositories · arXiv:1810.01075
• LIT: Block-wise Intermediate Representation Training for Model Compression
  2 Oct 2018 · 0 repositories · arXiv:1810.01937