Methods › Computer Vision › Image Data Augmentation › CutMix › Papers, page 2
CutMix
Papers archive 2025-07-28
archive papers tagged: 208 · with a code link: 85 · where Syntology ran a sample: 18 (15 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (18 of 208 tagged: 15 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)
Page 2 of 3: papers 101 to 200 of 208, 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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Brain-Aware Replacements for Supervised Contrastive Learning in Detection of Alzheimer's Disease 11 Jul 2022 · 1 repository · arXiv:2207.04574
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Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning 1 Jul 2022 · 0 repositories · arXiv:2207.00234
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Mixed Sample Augmentation for Online Distillation 24 Jun 2022 · 0 repositories · arXiv:2206.12370
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VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix 17 Jun 2022 · 0 repositories · arXiv:2206.08919
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Automatic Detection of Rice Disease in Images of Various Leaf Sizes 15 Jun 2022 · 0 repositories · arXiv:2206.07344
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Evaluating object detector ensembles for improving the robustness of artifact detection in endoscopic video streams 15 Jun 2022 · 0 repositories · arXiv:2206.07580
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Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure 13 Jun 2022 · 1 repository · arXiv:2206.06219Syntology 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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Generalized Supervised Contrastive Learning 1 Jun 2022 · 0 repositories · arXiv:2206.00384
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Research on Smoking Behavior Detection System Based on Deep Learning 1 Jun 2022 · 0 repositories
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Challenges and Opportunities in Information Manipulation Detection: An Examination of Wartime Russian Media 24 May 2022 · 0 repositories · arXiv:2205.12382
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CNNs Avoid Curse of Dimensionality by Learning on Patches 22 May 2022 · 0 repositories · arXiv:2205.10760
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Object Detection in Indian Food Platters using Transfer Learning with YOLOv4 10 May 2022 · 0 repositories · arXiv:2205.04841
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Introspective Deep Metric Learning for Image Retrieval 9 May 2022 · 2 repositories · arXiv:2205.04449
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Birds' Eye View: Measuring Behavior and Posture of Chickens as a Metric for Their Well-Being 29 Apr 2022 · 0 repositories · arXiv:2205.00069
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A benchmark dataset for deep learning-based airplane detection: HRPlanes 22 Apr 2022 · 1 repository · arXiv:2204.10959
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Deep Learning based Automatic Detection of Dicentric Chromosome 17 Apr 2022 · 0 repositories · arXiv:2204.08029
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WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma 13 Apr 2022 · 0 repositories · arXiv:2204.06455
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Translation Consistent Semi-supervised Segmentation for 3D Medical Images 28 Mar 2022 · 2 repositories · arXiv:2203.14523Syntology official (archive's flag): 8 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) · 1 unverified (of 9 harvested samples)
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A Novel Transparency Strategy-based Data Augmentation Approach for BI-RADS Classification of Mammograms 20 Mar 2022 · 0 repositories · arXiv:2203.10609
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Analysis and Adaptation of YOLOv4 for Object Detection in Aerial Images 18 Mar 2022 · 0 repositories · arXiv:2203.10194
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RecursiveMix: Mixed Learning with History 14 Mar 2022 · 1 repository · arXiv:2203.06844
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Autonomous Mosquito Habitat Detection Using Satellite Imagery and Convolutional Neural Networks for Disease Risk Mapping 9 Mar 2022 · 1 repository · arXiv:2203.04463
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Mirror-Yolo: A Novel Attention Focus, Instance Segmentation and Mirror Detection Model 17 Feb 2022 · 0 repositories · arXiv:2202.08498
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Vehicle and License Plate Recognition with Novel Dataset for Toll Collection 11 Feb 2022 · 3 repositories · arXiv:2202.05631
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Integrated Multiscale Domain Adaptive YOLO 7 Feb 2022 · 0 repositories · arXiv:2202.03527
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Self-paced learning to improve text row detection in historical documents with missing labels 28 Jan 2022 · 0 repositories · arXiv:2201.12216
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Image-based Automatic Dial Meter Reading in Unconstrained Scenarios 8 Jan 2022 · 1 repository · arXiv:2201.02850
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n-CPS: Generalising Cross Pseudo Supervision to n Networks for Semi-Supervised Semantic Segmentation 14 Dec 2021 · 0 repositories · arXiv:2112.07528
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Cross-modal Manifold Cutmix for Self-supervised Video Representation Learning 7 Dec 2021 · 0 repositories · arXiv:2112.03906
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Probabilistic Approach for Road-Users Detection 2 Dec 2021 · 0 repositories · arXiv:2112.01360
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Lebanon Solar Rooftop Potential Assessment using Buildings Segmentation from Aerial Images 22 Nov 2021 · 0 repositories · arXiv:2111.11397
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New SAR target recognition based on YOLO and very deep multi-canonical correlation analysis 28 Oct 2021 · 0 repositories · arXiv:2110.15383
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Improving Model Generalization by Agreement of Learned Representations from Data Augmentation 20 Oct 2021 · 1 repository · arXiv:2110.10536
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Vehicle Speed Estimation Using Computer Vision And Evolutionary Camera Calibration 16 Oct 2021 · 1 repository
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EMDS-7: Environmental Microorganism Image Dataset Seventh Version for Multiple Object Detection Evaluation 11 Oct 2021 · 0 repositories · arXiv:2110.07723
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Semi-Supervised Semantic Segmentation via Adaptive Equalization Learning 11 Oct 2021 · 1 repository · arXiv:2110.05474Syntology 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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Operationalizing Convolutional Neural Network Architectures for Prohibited Object Detection in X-Ray Imagery 10 Oct 2021 · 0 repositories · arXiv:2110.04906
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Vi-MIX FOR SELF-SUPERVISED VIDEO REPRESENTATION 29 Sep 2021 · 0 repositories
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A real-time and high-precision method for small traffic-signs recognition 25 Sep 2021 · 1 repository
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Training dataset generation for bridge game registration 24 Sep 2021 · 0 repositories · arXiv:2109.11861
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Towards robustness under occlusion for face recognition 19 Sep 2021 · 0 repositories · arXiv:2109.09083
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Evaluating the Single-Shot MultiBox Detector and YOLO Deep Learning Models for the Detection of Tomatoes in a Greenhouse 2 Sep 2021 · 0 repositories · arXiv:2109.00810
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DU-GAN: Generative Adversarial Networks with Dual-Domain U-Net Based Discriminators for Low-Dose CT Denoising 24 Aug 2021 · 1 repository · arXiv:2108.10772
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CarveMix: A Simple Data Augmentation Method for Brain Lesion Segmentation 16 Aug 2021 · 1 repository · arXiv:2108.06883
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Developing a Compressed Object Detection Model based on YOLOv4 for Deployment on Embedded GPU Platform of Autonomous System 1 Aug 2021 · 0 repositories · arXiv:2108.00392
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Real Time Pear Fruit Detection and Counting Using YOLOv4 Models and Deep SORT 14 Jul 2021 · 3 repositories
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Real-Time Pothole Detection Using Deep Learning 13 Jul 2021 · 0 repositories · arXiv:2107.06356
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Achieving Real-Time Object Detection on MobileDevices with Neural Pruning Search 28 Jun 2021 · 0 repositories · arXiv:2106.14943
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Small Object Detection for Near Real-Time Egocentric Perception in a Manual Assembly Scenario 11 Jun 2021 · 0 repositories · arXiv:2106.06403
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Multiscale Domain Adaptive YOLO for Cross-Domain Object Detection 2 Jun 2021 · 1 repository · arXiv:2106.01483
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SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training 2 Jun 2021 · 7 repositories · arXiv:2106.01342Syntology official (archive's flag): 12 ran · 19 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 1 honoured, 2 violated, 16 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 26 harvested samples) · 13 pointer-only (licence)
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BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images 16 May 2021 · 1 repository · arXiv:2105.07364
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Active Terahertz Imaging Dataset for Concealed Object Detection 8 May 2021 · 1 repository · arXiv:2105.03677
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A Robotic Approach towards Quantifying Epipelagic Bound Plastic Using Deep Visual Models 5 May 2021 · 1 repository · arXiv:2105.01882
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Unsupervised data augmentation for object detection 30 Apr 2021 · 0 repositories · arXiv:2104.14965
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Research on Optimization Method of Multi-scale Fish Target Fast Detection Network 11 Apr 2021 · 0 repositories · arXiv:2104.05050
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An Empirical Study of the Effects of Sample-Mixing Methods for Efficient Training of Generative Adversarial Networks 8 Apr 2021 · 0 repositories · arXiv:2104.03535
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A fully automated end-to-end process for fluorescence microscopy images of yeast cells: From segmentation to detection and classification 6 Apr 2021 · 0 repositories · arXiv:2104.02793
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Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box Regression 22 Mar 2021 · 1 repository · arXiv:2103.11696
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PriorityCut: Occlusion-guided Regularization for Warp-based Image Animation 22 Mar 2021 · 1 repository · arXiv:2103.11600
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You Only Look One-level Feature 17 Mar 2021 · 6 repositories · arXiv:2103.09460
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Pavement Distress Detection and Segmentation using YOLOv4 and DeepLabv3 on Pavements in the Philippines 11 Mar 2021 · 0 repositories · arXiv:2103.06467
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MixMo: Mixing Multiple Inputs for Multiple Outputs via Deep Subnetworks 10 Mar 2021 · 1 repository · arXiv:2103.06132Syntology 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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Fast, Accurate Barcode Detection in Ultra High-Resolution Images 13 Feb 2021 · 0 repositories · arXiv:2102.06868
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Mask-based Data Augmentation for Semi-supervised Semantic Segmentation 25 Jan 2021 · 0 repositories · arXiv:2101.10156
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Improve Global Glomerulosclerosis Classification with Imbalanced Data using CircleMix Augmentation 16 Jan 2021 · 1 repository · arXiv:2101.07654
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Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels 13 Jan 2021 · 2 repositories · arXiv:2101.05022
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Mixup Without Hesitation 12 Jan 2021 · 1 repository · arXiv:2101.04342
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More Reliable AI Solution: Breast Ultrasound Diagnosis Using Multi-AI Combination 7 Jan 2021 · 0 repositories · arXiv:2101.02639
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PriorityCut: Occlusion-aware Regularization for Image Animation 1 Jan 2021 · 0 repositories
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Sparse Adversarial Attack to Object Detection 26 Dec 2020 · 1 repository · arXiv:2012.13692
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Self-supervised Pre-training with Hard Examples Improves Visual Representations 25 Dec 2020 · 0 repositories · arXiv:2012.13493
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Training data-efficient image transformers & distillation through attention 23 Dec 2020 · 40 repositories · arXiv:2012.12877Syntology community repositories only · 12 ran (of which 1 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 3 where Syntology's instrument failed) · 7 unverified (of 19 harvested samples) · 3 pointer-only (licence)
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ResizeMix: Mixing Data with Preserved Object Information and True Labels 21 Dec 2020 · 1 repository · arXiv:2012.11101
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Traffic Surveillance using Vehicle License Plate Detection and Recognition in Bangladesh 3 Dec 2020 · 0 repositories · arXiv:2012.02218
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Learning Universal Shape Dictionary for Realtime Instance Segmentation 2 Dec 2020 · 1 repository · arXiv:2012.01050
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Automatic Detection of Cardiac Chambers Using an Attention-based YOLOv4 Framework from Four-chamber View of Fetal Echocardiography 26 Nov 2020 · 0 repositories · arXiv:2011.13096
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StackMix: A complementary Mix algorithm 25 Nov 2020 · 0 repositories · arXiv:2011.12618
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Strong Data Augmentation Sanitizes Poisoning and Backdoor Attacks Without an Accuracy Tradeoff 18 Nov 2020 · 1 repository · arXiv:2011.09527
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A comparative approach on detecting multi-lingual and multi-oriented text in natural scene images 17 Nov 2020 · 0 repositories
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Scaled-YOLOv4: Scaling Cross Stage Partial Network 16 Nov 2020 · 41 repositories · arXiv:2011.08036Syntology 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)
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Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning 15 Nov 2020 · 1 repository · arXiv:2011.07631
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Real-time object detection method based on improved YOLOv4-tiny 9 Nov 2020 · 1 repository · arXiv:2011.04244
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Deep Active Learning with Augmentation-based Consistency Estimation 5 Nov 2020 · 1 repository · arXiv:2011.02666
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Cross-directional Feature Fusion Network for Building Damage Assessment from Satellite Imagery 27 Oct 2020 · 0 repositories · arXiv:2010.14014
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Shape-Texture Debiased Neural Network Training 12 Oct 2020 · 1 repository · arXiv:2010.05981Syntology official (archive's flag): 1 ran · 1 ran (of which 1 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) · 3 unverified; the one sample that ran constructed an object rather than computing a result (of 4 harvested samples)
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Detecting soccer balls with reduced neural networks: a comparison of multiple architectures under constrained hardware scenarios 28 Sep 2020 · 1 repository · arXiv:2009.13684
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RCNN for Region of Interest Detection in Whole Slide Images 16 Sep 2020 · 1 repository · arXiv:2009.07532
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YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design 12 Sep 2020 · 3 repositories · arXiv:2009.05697
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Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis 31 Jul 2020 · 0 repositories · arXiv:2007.16198
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PP-YOLO: An Effective and Efficient Implementation of Object Detector 23 Jul 2020 · 5 repositories · arXiv:2007.12099
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Progressive Multi-stage Feature Mix for Person Re-Identification 17 Jul 2020 · 1 repository · arXiv:2007.08779
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Remix: Rebalanced Mixup 8 Jul 2020 · 0 repositories · arXiv:2007.03943
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GradAug: A New Regularization Method for Deep Neural Networks 14 Jun 2020 · 1 repository · arXiv:2006.07989Syntology official (archive's flag): 4 ran · 4 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; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 2 pointer-only (licence)
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PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks 14 Jun 2020 · 1 repository · arXiv:2006.07794Syntology official (archive's flag): 7 ran · 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) · 5 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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An Empirical Analysis of the Impact of Data Augmentation on Knowledge Distillation 6 Jun 2020 · 0 repositories · arXiv:2006.03810
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A U-Net Based Discriminator for Generative Adversarial Networks 1 Jun 2020 · 0 repositories
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YOLOv4: Optimal Speed and Accuracy of Object Detection 23 Apr 2020 · 223 repositories · arXiv:2004.10934Syntology community repositories only · 142 ran (of which 0 constructed an object rather than computing a result; 133 with no instrument failure: 6 honoured, 0 violated, 127 with no contract checked; 9 where Syntology's instrument failed) · 42 unverified (of 184 harvested samples) · 21 pointer-only (licence)
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Attentive CutMix: An Enhanced Data Augmentation Approach for Deep Learning Based Image Classification 29 Mar 2020 · 1 repository · arXiv:2003.13048
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A U-Net Based Discriminator for Generative Adversarial Networks 28 Feb 2020 · 3 repositories · arXiv:2002.12655