Methods › General › Activation Functions › ReLU › Papers, page 81
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 81 of 104: papers 8,001 to 8,100 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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Maximizing Mutual Information for Tacotron 30 Aug 2019 · 2 repositories · arXiv:1909.01145
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Pre-training A Neural Language Model Improves The Sample Efficiency of an Emergency Room Classification Model 30 Aug 2019 · 0 repositories · arXiv:1909.01136
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Revisiting CycleGAN for semi-supervised segmentation 30 Aug 2019 · 1 repository · arXiv:1908.11569
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Transformer Dissection: A Unified Understanding of Transformer's Attention via the Lens of Kernel 30 Aug 2019 · 1 repository · arXiv:1908.11775
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Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention 29 Aug 2019 · 1 repository · arXiv:1908.11365
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On the rate of convergence of fully connected very deep neural network regression estimates 29 Aug 2019 · 0 repositories · arXiv:1908.11133
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Probing Representations Learned by Multimodal Recurrent and Transformer Models 29 Aug 2019 · 0 repositories · arXiv:1908.11125
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Regularized Context Gates on Transformer for Machine Translation 29 Aug 2019 · 0 repositories · arXiv:1908.11020
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Temporal Consistency Objectives Regularize the Learning of Disentangled Representations 29 Aug 2019 · 1 repository · arXiv:1908.11330
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A Coarse-to-Fine Multi-stream Hybrid Deraining Network for Single Image Deraining 28 Aug 2019 · 0 repositories · arXiv:1908.10521
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ApproxNet: Content and Contention-Aware Video Analytics System for Embedded Clients 28 Aug 2019 · 0 repositories · arXiv:1909.02068
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Inception-inspired LSTM for Next-frame Video Prediction 28 Aug 2019 · 2 repositories · arXiv:1909.05622
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Information-Theoretic Lower Bounds for Compressive Sensing with Generative Models 28 Aug 2019 · 0 repositories · arXiv:1908.10744
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Solving Math Word Problems with Double-Decoder Transformer 28 Aug 2019 · 0 repositories · arXiv:1908.10924
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HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation 27 Aug 2019 · 19 repositories · arXiv:1908.10357Syntology official (archive's flag): 2 ran · 17 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 4 where Syntology's instrument failed) · 10 unverified (of 27 harvested samples) · 2 pointer-only (licence)
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Bridging the Gap for Tokenizer-Free Language Models 27 Aug 2019 · 0 repositories · arXiv:1908.10322
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Domain-Agnostic Learning with Anatomy-Consistent Embedding for Cross-Modality Liver Segmentation 27 Aug 2019 · 0 repositories · arXiv:1908.10489
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Multiresolution Transformer Networks: Recurrence is Not Essential for Modeling Hierarchical Structure 27 Aug 2019 · 0 repositories · arXiv:1908.10408
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On NMT Search Errors and Model Errors: Cat Got Your Tongue? 27 Aug 2019 · 0 repositories · arXiv:1908.10090
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Synthetic patches, real images: screening for centrosome aberrations in EM images of human cancer cells 27 Aug 2019 · 1 repository · arXiv:1908.10109
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Temporal Reasoning Graph for Activity Recognition 27 Aug 2019 · 0 repositories · arXiv:1908.09995
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Confidence Regularized Self-Training 26 Aug 2019 · 2 repositories · arXiv:1908.09822Syntology 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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Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach 26 Aug 2019 · 1 repository · arXiv:1908.09547
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Cross-modality Knowledge Transfer for Prostate Segmentation from CT Scans 26 Aug 2019 · 0 repositories · arXiv:1908.10208
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CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry 26 Aug 2019 · 0 repositories · arXiv:1908.09414
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Dimension independent bounds for general shallow networks 26 Aug 2019 · 0 repositories · arXiv:1908.09880
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End-to-End Conditional GAN-based Architectures for Image Colourisation 26 Aug 2019 · 1 repository · arXiv:1908.09873
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Gated Convolutional Networks with Hybrid Connectivity for Image Classification 26 Aug 2019 · 1 repository · arXiv:1908.09699Syntology official (archive's flag): 3 ran · 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) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Learning Disentangled Representations via Independent Subspaces 26 Aug 2019 · 0 repositories · arXiv:1908.08989
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See More Than Once -- Kernel-Sharing Atrous Convolution for Semantic Segmentation 26 Aug 2019 · 0 repositories · arXiv:1908.09443
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SliderGAN: Synthesizing Expressive Face Images by Sliding 3D Blendshape Parameters 26 Aug 2019 · 0 repositories · arXiv:1908.09638
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Theoretical Issues in Deep Networks: Approximation, Optimization and Generalization 25 Aug 2019 · 0 repositories · arXiv:1908.09375
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Transforming Delete, Retrieve, Generate Approach for Controlled Text Style Transfer 25 Aug 2019 · 1 repository · arXiv:1908.09368
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Plexus Convolutional Neural Network (PlexusNet): A novel neural network architecture for histologic image analysis 24 Aug 2019 · 0 repositories · arXiv:1908.09067
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Deep Learning Based Chatbot Models 23 Aug 2019 · 1 repository · arXiv:1908.08835
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Image based cellular contractile force evaluation with small-world network inspired CNN: SW-UNet 23 Aug 2019 · 0 repositories · arXiv:1908.08631
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Mish: A Self Regularized Non-Monotonic Activation Function 23 Aug 2019 · 9 repositories · arXiv:1908.08681Syntology official (archive's flag): 6 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) · 3 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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Neural data-to-text generation: A comparison between pipeline and end-to-end architectures 23 Aug 2019 · 1 repository · arXiv:1908.09022
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No Fear of the Dark: Image Retrieval under Varying Illumination Conditions 23 Aug 2019 · 1 repository · arXiv:1908.08999Syntology 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) · 6 unverified (of 7 harvested samples)
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Shadow Removal via Shadow Image Decomposition 23 Aug 2019 · 3 repositories · arXiv:1908.08628Syntology official: harvested, nothing 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) · 3 unverified (of 11 harvested samples) · 2 pointer-only (licence)
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Training Optimus Prime, M.D.: Generating Medical Certification Items by Fine-Tuning OpenAI's gpt2 Transformer Model 23 Aug 2019 · 0 repositories · arXiv:1908.08594
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Denoising based Sequence-to-Sequence Pre-training for Text Generation 22 Aug 2019 · 0 repositories · arXiv:1908.08206
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Feedbackward Decoding for Semantic Segmentation 22 Aug 2019 · 0 repositories · arXiv:1908.08584
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Text Summarization with Pretrained Encoders 22 Aug 2019 · 19 repositories · arXiv:1908.08345Syntology community repositories only · 13 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 1 violated, 11 with no contract checked; 1 where Syntology's instrument failed) · 8 unverified (of 21 harvested samples) · 5 pointer-only (licence)
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Compositionality decomposed: how do neural networks generalise? 22 Aug 2019 · 1 repository · arXiv:1908.08351Syntology official (archive's flag): 6 ran · 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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VL-BERT: Pre-training of Generic Visual-Linguistic Representations 22 Aug 2019 · 3 repositories · arXiv:1908.08530Syntology 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)
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Improving Neural Machine Translation with Pre-trained Representation 21 Aug 2019 · 0 repositories · arXiv:1908.07688
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InstaBoost: Boosting Instance Segmentation via Probability Map Guided Copy-Pasting 21 Aug 2019 · 3 repositories · arXiv:1908.07801
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Lung segmentation on chest x-ray images in patients with severe abnormal findings using deep learning 21 Aug 2019 · 0 repositories · arXiv:1908.07704
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U-Net Training with Instance-Layer Normalization 21 Aug 2019 · 0 repositories · arXiv:1908.08466
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Action recognition with spatial-temporal discriminative filter banks 20 Aug 2019 · 0 repositories · arXiv:1908.07625
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Deep High-Resolution Representation Learning for Visual Recognition 20 Aug 2019 · 42 repositories · arXiv:1908.07919Syntology 21 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 0 honoured, 1 violated, 18 with no contract checked; 2 where Syntology's instrument failed) · 13 unverified (of 34 harvested samples) · 21 pointer-only (licence)
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LXMERT: Learning Cross-Modality Encoder Representations from Transformers 20 Aug 2019 · 9 repositories · arXiv:1908.07490Syntology community repositories only · 4 ran (of which 4 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) · 11 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 15 harvested samples) · 3 pointer-only (licence)
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Pix2Pose: Pixel-Wise Coordinate Regression of Objects for 6D Pose Estimation 20 Aug 2019 · 3 repositories · arXiv:1908.07433Syntology 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) · 4 unverified (of 8 harvested samples)
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Data Consistent Artifact Reduction for Limited Angle Tomography with Deep Learning Prior 19 Aug 2019 · 0 repositories · arXiv:1908.06792
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Deep Active Lesion Segmentation 19 Aug 2019 · 1 repository · arXiv:1908.06933
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Encoder-Agnostic Adaptation for Conditional Language Generation 19 Aug 2019 · 1 repository · arXiv:1908.06938
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PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment 18 Aug 2019 · 5 repositories · arXiv:1908.06391
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Computing Linear Restrictions of Neural Networks 17 Aug 2019 · 2 repositories · arXiv:1908.06214
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EigenRank by Committee: A Data Subset Selection and Failure Prediction paradigm for Robust Deep Learning based Medical Image Segmentation 17 Aug 2019 · 0 repositories · arXiv:1908.06337
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Hard but Robust, Easy but Sensitive: How Encoder and Decoder Perform in Neural Machine Translation 17 Aug 2019 · 0 repositories · arXiv:1908.06259
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A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems 16 Aug 2019 · 0 repositories · arXiv:1908.05823
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Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks 16 Aug 2019 · 0 repositories · arXiv:1908.05867
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Effect of Activation Functions on the Training of Overparametrized Neural Nets 16 Aug 2019 · 0 repositories · arXiv:1908.05660
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Iterative Update and Unified Representation for Multi-Agent Reinforcement Learning 16 Aug 2019 · 0 repositories · arXiv:1908.06758
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The Transference Architecture for Automatic Post-Editing 16 Aug 2019 · 0 repositories · arXiv:1908.06151
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Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training 16 Aug 2019 · 0 repositories · arXiv:1908.06066
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Accelerated CNN Training Through Gradient Approximation 15 Aug 2019 · 0 repositories · arXiv:1908.05460
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Temporal Collaborative Ranking Via Personalized Transformer 15 Aug 2019 · 3 repositories · arXiv:1908.05435
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Towards Making the Most of BERT in Neural Machine Translation 15 Aug 2019 · 2 repositories · arXiv:1908.05672
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Transformer-based Automatic Post-Editing with a Context-Aware Encoding Approach for Multi-Source Inputs 15 Aug 2019 · 0 repositories · arXiv:1908.05679
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Adabot: Fault-Tolerant Java Decompiler 14 Aug 2019 · 0 repositories · arXiv:1908.06748
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Automatic detection and diagnosis of sacroiliitis in CT scans as incidental findings 14 Aug 2019 · 0 repositories · arXiv:1908.05663
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Mask Mining for Improved Liver Lesion Segmentation 14 Aug 2019 · 0 repositories · arXiv:1908.05062
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Robust One-Bit Recovery via ReLU Generative Networks: Near-Optimal Statistical Rate and Global Landscape Analysis 14 Aug 2019 · 0 repositories · arXiv:1908.05368
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SG-Net: Syntax-Guided Machine Reading Comprehension 14 Aug 2019 · 1 repository · arXiv:1908.05147
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An Effective Domain Adaptive Post-Training Method for BERT in Response Selection 13 Aug 2019 · 1 repository · arXiv:1908.04812
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Frame-to-Frame Aggregation of Active Regions in Web Videos for Weakly Supervised Semantic Segmentation 13 Aug 2019 · 0 repositories · arXiv:1908.04501
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Matrix Nets: A New Deep Architecture for Object Detection 13 Aug 2019 · 2 repositories · arXiv:1908.04646
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Automated Brain Tumour Segmentation Using Deep Fully Residual Convolutional Neural Networks 12 Aug 2019 · 0 repositories · arXiv:1908.04250
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Jointly Aligning Millions of Images with Deep Penalised Reconstruction Congealing 12 Aug 2019 · 0 repositories · arXiv:1908.04130
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LIP: Local Importance-based Pooling 12 Aug 2019 · 1 repository · arXiv:1908.04156
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On Identifiability in Transformers 12 Aug 2019 · 0 repositories · arXiv:1908.04211
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Efficient Structurally-Strengthened Generative Adversarial Network for MRI Reconstruction 11 Aug 2019 · 0 repositories · arXiv:1908.03858
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TAPER: Time-Aware Patient EHR Representation 11 Aug 2019 · 2 repositories · arXiv:1908.03971Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples)
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Dense Transformer Networks for Brain Electron Microscopy Image Segmentation 10 Aug 2019 · 0 repositories
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Natural-Logarithm-Rectified Activation Function in Convolutional Neural Networks 10 Aug 2019 · 0 repositories · arXiv:1908.03682
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Semi-Supervised Multi-Task Learning With Chest X-Ray Images 10 Aug 2019 · 0 repositories · arXiv:1908.03693
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Bayesian Inference for Large Scale Image Classification 9 Aug 2019 · 0 repositories · arXiv:1908.03491
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Hyper Vision Net: Kidney Tumor Segmentation Using Coordinate Convolutional Layer and Attention Unit 9 Aug 2019 · 0 repositories · arXiv:1908.03339
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Multi Scale Supervised 3D U-Net for Kidney and Tumor Segmentation 9 Aug 2019 · 0 repositories · arXiv:1908.03204
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UdS Submission for the WMT 19 Automatic Post-Editing Task 9 Aug 2019 · 0 repositories · arXiv:1908.03402
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VisualBERT: A Simple and Performant Baseline for Vision and Language 9 Aug 2019 · 10 repositories · arXiv:1908.03557Syntology 4 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples) · 6 pointer-only (licence)
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Incremental Reinforcement Learning --- a New Continuous Reinforcement Learning Frame Based on Stochastic Differential Equation methods 8 Aug 2019 · 0 repositories · arXiv:1908.02974
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Fast and Accurate Capitalization and Punctuation for Automatic Speech Recognition Using Transformer and Chunk Merging 7 Aug 2019 · 0 repositories · arXiv:1908.02404
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Fine-Tuning Models Comparisons on Garbage Classification for Recyclability 7 Aug 2019 · 0 repositories · arXiv:1908.04393
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STM: SpatioTemporal and Motion Encoding for Action Recognition 7 Aug 2019 · 0 repositories · arXiv:1908.02486
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Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization 6 Aug 2019 · 0 repositories · arXiv:1908.02170
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An attempt at beating the 3D U-Net 6 Aug 2019 · 1 repository · arXiv:1908.02182
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ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks 6 Aug 2019 · 11 repositories · arXiv:1908.02265Syntology 10 ran (of which 6 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 24 unverified (of 34 harvested samples) · 34 pointer-only (licence)