Methods › General › Activation Functions › ReLU › Papers, page 89
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 89 of 104: papers 8,801 to 8,900 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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Towards Robust ResNet: A Small Step but A Giant Leap 28 Feb 2019 · 0 repositories · arXiv:1902.10887
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ANODE: Unconditionally Accurate Memory-Efficient Gradients for Neural ODEs 27 Feb 2019 · 5 repositories · arXiv:1902.10298Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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Generative Collaborative Networks for Single Image Super-Resolution 27 Feb 2019 · 1 repository · arXiv:1902.10467
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Insights into LSTM Fully Convolutional Networks for Time Series Classification 27 Feb 2019 · 4 repositories · arXiv:1902.10756
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Modulated binary cliquenet 27 Feb 2019 · 0 repositories · arXiv:1902.10460
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Harmonic Unpaired Image-to-image Translation 26 Feb 2019 · 0 repositories · arXiv:1902.09727
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Nonlinear Approximation via Compositions 26 Feb 2019 · 0 repositories · arXiv:1902.10170
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Bengali Handwritten Character Classification using Transfer Learning on Deep Convolutional Neural Network 25 Feb 2019 · 1 repository · arXiv:1902.11133
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Star-Transformer 25 Feb 2019 · 2 repositories · arXiv:1902.09113Syntology official: harvested for another paper · 0 ran · 1 unverified (of 1 harvested sample)
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TBNet:Pulmonary Tuberculosis Diagnosing System using Deep Neural Networks 24 Feb 2019 · 0 repositories · arXiv:1902.08897
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U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instrument 24 Feb 2019 · 1 repository · arXiv:1902.08994
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A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks 23 Feb 2019 · 5 repositories · arXiv:1902.08722
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Deep CNN-based Speech Balloon Detection and Segmentation for Comic Books 21 Feb 2019 · 2 repositories · arXiv:1902.08137
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Error bounds for approximations with deep ReLU neural networks in W^(s,p) norms 21 Feb 2019 · 0 repositories · arXiv:1902.07896
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Jointly Sparse Convolutional Neural Networks in Dual Spatial-Winograd Domains 21 Feb 2019 · 0 repositories · arXiv:1902.08192
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DNNVM : End-to-End Compiler Leveraging Heterogeneous Optimizations on FPGA-based CNN Accelerators 20 Feb 2019 · 1 repository · arXiv:1902.07463
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Fast Neural Network Verification via Shadow Prices 19 Feb 2019 · 0 repositories · arXiv:1902.07247
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Automatic Segmentation of Pulmonary Lobes Using a Progressive Dense V-Network 18 Feb 2019 · 0 repositories · arXiv:1902.06362
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PointIT: A Fast Tracking Framework Based on 3D Instance Segmentation 18 Feb 2019 · 0 repositories · arXiv:1902.06379
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SC-FEGAN: Face Editing Generative Adversarial Network with User's Sketch and Color 18 Feb 2019 · 4 repositories · arXiv:1902.06838
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Speeding up convolutional networks pruning with coarse ranking 18 Feb 2019 · 0 repositories · arXiv:1902.06385
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A semi-supervised deep residual network for mode detection in Wi-Fi signals 17 Feb 2019 · 0 repositories · arXiv:1902.06284
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Exploring Stereovision-Based 3-D Scene Reconstruction for Augmented Reality 17 Feb 2019 · 0 repositories · arXiv:1902.06255
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Online PCB Defect Detector On A New PCB Defect Dataset 17 Feb 2019 · 1 repository · arXiv:1902.06197
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DC-AL GAN: Pseudoprogression and True Tumor Progression of Glioblastoma Multiform Image Classification Based on DCGAN and AlexNet 16 Feb 2019 · 0 repositories · arXiv:1902.06085
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RES-SE-NET: Boosting Performance of Resnets by Enhancing Bridge-connections 16 Feb 2019 · 5 repositories · arXiv:1902.06066
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Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement 15 Feb 2019 · 0 repositories · arXiv:1902.05770
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3D Graph Embedding Learning with a Structure-aware Loss Function for Point Cloud Semantic Instance Segmentation 14 Feb 2019 · 0 repositories · arXiv:1902.05247
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CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity 14 Feb 2019 · 5 repositories · arXiv:1902.05605
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Improving Catheter Segmentation & Localization in 3D Cardiac Ultrasound Using Direction-Fused FCN 14 Feb 2019 · 0 repositories · arXiv:1902.05582
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MultiGrain: a unified image embedding for classes and instances 14 Feb 2019 · 3 repositories · arXiv:1902.05509Syntology 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) · 0 unverified (of 4 harvested samples)
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How do infinite width bounded norm networks look in function space? 13 Feb 2019 · 0 repositories · arXiv:1902.05040
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Sample Variance Decay in Randomly Initialized ReLU Networks 13 Feb 2019 · 0 repositories · arXiv:1902.04942
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Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps 13 Feb 2019 · 2 repositories · arXiv:1902.04893
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Extended 2D Consensus Hippocampus Segmentation 12 Feb 2019 · 3 repositories · arXiv:1902.04487
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To Ensemble or Not Ensemble: When does End-To-End Training Fail? 12 Feb 2019 · 1 repository · arXiv:1902.04422
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Machine Reading Comprehension for Answer Re-Ranking in Customer Support Chatbots 12 Feb 2019 · 0 repositories · arXiv:1902.04574
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MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation 11 Feb 2019 · 6 repositories · arXiv:1902.04049Syntology official (archive's flag): 6 ran · 7 ran (of which 0 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) · 0 unverified (of 7 harvested samples)
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Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation 11 Feb 2019 · 1 repository · arXiv:1902.04099
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Improved Knowledge Distillation via Teacher Assistant 9 Feb 2019 · 3 repositories · arXiv:1902.03393Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Improving Deep Image Clustering With Spatial Transformer Layers 9 Feb 2019 · 0 repositories · arXiv:1902.05401
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Sinogram interpolation for sparse-view micro-CT with deep learning neural network 9 Feb 2019 · 0 repositories · arXiv:1902.03362
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FocusNet: An attention-based Fully Convolutional Network for Medical Image Segmentation 8 Feb 2019 · 1 repository · arXiv:1902.03091
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Insertion Transformer: Flexible Sequence Generation via Insertion Operations 8 Feb 2019 · 0 repositories · arXiv:1902.03249
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Software-Defined FPGA Accelerator Design for Mobile Deep Learning Applications 8 Feb 2019 · 0 repositories · arXiv:1902.03192
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Reversible GANs for Memory-efficient Image-to-Image Translation 7 Feb 2019 · 3 repositories · arXiv:1902.02729
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On the CVP for the root lattices via folding with deep ReLU neural networks 6 Feb 2019 · 0 repositories · arXiv:1902.05146
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AlphaStar: An Evolutionary Computation Perspective 5 Feb 2019 · 0 repositories · arXiv:1902.01724
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Deep Convolutional Generative Adversarial Networks Based Flame Detection in Video 5 Feb 2019 · 0 repositories · arXiv:1902.01824
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Generalization Error Bounds of Gradient Descent for Learning Over-parameterized Deep ReLU Networks 4 Feb 2019 · 0 repositories · arXiv:1902.01384
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Dual Path Multi-Scale Fusion Networks with Attention for Crowd Counting 4 Feb 2019 · 2 repositories · arXiv:1902.01115
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End-to-End Single Image Fog Removal using Enhanced Cycle Consistent Adversarial Networks 4 Feb 2019 · 0 repositories · arXiv:1902.01374
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Insertion-based Decoding with automatically Inferred Generation Order 4 Feb 2019 · 0 repositories · arXiv:1902.01370
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MICIK: MIning Cross-Layer Inherent Similarity Knowledge for Deep Model Compression 3 Feb 2019 · 0 repositories · arXiv:1902.00918
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Automatic Lesion Boundary Segmentation in Dermoscopic Images with Ensemble Deep Learning Methods 2 Feb 2019 · 0 repositories · arXiv:1902.00809
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Complexity, Statistical Risk, and Metric Entropy of Deep Nets Using Total Path Variation 2 Feb 2019 · 0 repositories · arXiv:1902.00800
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Parameter-Efficient Transfer Learning for NLP 2 Feb 2019 · 17 repositories · arXiv:1902.00751Syntology official: harvested, nothing ran · 14 ran (of which 3 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 8 unverified (of 22 harvested samples) · 3 pointer-only (licence)
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A New Family of Neural Networks Provably Resistant to Adversarial Attacks 1 Feb 2019 · 1 repository · arXiv:1902.01208
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ColorNet: Investigating the importance of color spaces for image classification 1 Feb 2019 · 1 repository · arXiv:1902.00267
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Comparison of Patch-Based Conditional Generative Adversarial Neural Net Models with Emphasis on Model Robustness for Use in Head and Neck Cases for MR-Only planning 1 Feb 2019 · 0 repositories · arXiv:1902.00536
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Efficient Hybrid Network Architectures for Extremely Quantized Neural Networks Enabling Intelligence at the Edge 1 Feb 2019 · 0 repositories · arXiv:1902.00460
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Learnable Embedding Space for Efficient Neural Architecture Compression 1 Feb 2019 · 2 repositories · arXiv:1902.00383Syntology community repositories only · 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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Projection-Based 2.5D U-net Architecture for Fast Volumetric Segmentation 1 Feb 2019 · 0 repositories · arXiv:1902.00347
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Robustness Certificates Against Adversarial Examples for ReLU Networks 1 Feb 2019 · 0 repositories · arXiv:1902.01235
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Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation 1 Feb 2019 · 1 repository · arXiv:1902.00407
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Adding Interpretable Attention to Neural Translation Models Improves Word Alignment 31 Jan 2019 · 1 repository · arXiv:1901.11359
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Multi-Task Deep Neural Networks for Natural Language Understanding 31 Jan 2019 · 7 repositories · arXiv:1901.11504Syntology community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 1 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 13 harvested samples) · 4 pointer-only (licence)
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The Second Conversational Intelligence Challenge (ConvAI2) 31 Jan 2019 · 2 repositories · arXiv:1902.00098
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The Evolved Transformer 30 Jan 2019 · 3 repositories · arXiv:1901.11117
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A Push-Pull Layer Improves Robustness of Convolutional Neural Networks 29 Jan 2019 · 0 repositories · arXiv:1901.10208
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Generative Adversarial Networks for geometric surfaces prediction in injection molding 29 Jan 2019 · 0 repositories · arXiv:1901.10178
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Mask-RCNN and U-net Ensembled for Nuclei Segmentation 29 Jan 2019 · 1 repository · arXiv:1901.10170
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Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks 29 Jan 2019 · 5 repositories · arXiv:1901.10323
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Activation Adaptation in Neural Networks 28 Jan 2019 · 0 repositories · arXiv:1901.09849
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CoCoNet: A Collaborative Convolutional Network 28 Jan 2019 · 0 repositories · arXiv:1901.09886
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Heartbeat Anomaly Detection using Adversarial Oversampling 28 Jan 2019 · 1 repository · arXiv:1901.09972
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Learning to Clean: A GAN Perspective 28 Jan 2019 · 0 repositories · arXiv:1901.11382
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Reward Shaping via Meta-Learning 27 Jan 2019 · 0 repositories · arXiv:1901.09330
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TUNet: Incorporating segmentation maps to improve classification 27 Jan 2019 · 0 repositories · arXiv:1901.11379
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ACNN: a Full Resolution DCNN for Medical Image Segmentation 26 Jan 2019 · 1 repository · arXiv:1901.09203
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Deep Convolutional Encoder-Decoders with Aggregated Multi-Resolution Skip Connections for Skin Lesion Segmentation 26 Jan 2019 · 0 repositories · arXiv:1901.09197
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DeepSZ: A Novel Framework to Compress Deep Neural Networks by Using Error-Bounded Lossy Compression 26 Jan 2019 · 1 repository · arXiv:1901.09124
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Progressive Image Deraining Networks: A Better and Simpler Baseline 26 Jan 2019 · 4 repositories · arXiv:1901.09221Syntology community repositories only · 9 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; 0 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 1 pointer-only (licence)
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Complexity of Linear Regions in Deep Networks 25 Jan 2019 · 0 repositories · arXiv:1901.09021
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Equivariant Transformer Networks 25 Jan 2019 · 3 repositories · arXiv:1901.11399Syntology official (archive's flag): 4 ran · 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) · 1 unverified (of 5 harvested samples)
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Joint shape learning and segmentation for medical images using a minimalistic deep network 25 Jan 2019 · 0 repositories · arXiv:1901.08824
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Revisiting Self-Supervised Visual Representation Learning 25 Jan 2019 · 6 repositories · arXiv:1901.09005Syntology official (archive's flag): 5 ran · 9 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; 0 where Syntology's instrument failed) · 6 unverified (of 15 harvested samples) · 7 pointer-only (licence)
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When Can Neural Networks Learn Connected Decision Regions? 25 Jan 2019 · 0 repositories · arXiv:1901.08710
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Fine-Grained Analysis of Optimization and Generalization for Overparameterized Two-Layer Neural Networks 24 Jan 2019 · 0 repositories · arXiv:1901.08584
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Boosting Standard Classification Architectures Through a Ranking Regularizer 24 Jan 2019 · 1 repository · arXiv:1901.08616
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Traditional and Heavy-Tailed Self Regularization in Neural Network Models 24 Jan 2019 · 2 repositories · arXiv:1901.08276Syntology 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) · 4 unverified (of 7 harvested samples)
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Using CycleGANs for effectively reducing image variability across OCT devices and improving retinal fluid segmentation 24 Jan 2019 · 0 repositories · arXiv:1901.08379
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A deep Convolutional Neural Network for topology optimization with strong generalization ability 23 Jan 2019 · 0 repositories · arXiv:1901.07761
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Bottom-up Object Detection by Grouping Extreme and Center Points 23 Jan 2019 · 2 repositories · arXiv:1901.08043Syntology 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) · 4 unverified (of 5 harvested samples)
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Self-Attentive Model for Headline Generation 23 Jan 2019 · 0 repositories · arXiv:1901.07786
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Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning 23 Jan 2019 · 1 repository · arXiv:1901.07827
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TransferTransfo: A Transfer Learning Approach for Neural Network Based Conversational Agents 23 Jan 2019 · 23 repositories · arXiv:1901.08149Syntology 18 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 7 where Syntology's instrument failed) · 8 unverified (of 26 harvested samples) · 7 pointer-only (licence)
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U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for photoreceptor layer segmentation in pathological OCT scans 23 Jan 2019 · 0 repositories · arXiv:1901.07929
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Hybrid Task Cascade for Instance Segmentation 22 Jan 2019 · 5 repositories · arXiv:1901.07518Syntology community repositories only · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples)
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Linearized Multi-Sampling for Differentiable Image Transformation 22 Jan 2019 · 1 repository · arXiv:1901.07124