Methods › Computer Vision › Image Data Augmentation › Mixup › Papers, page 6
Mixup
Papers archive 2025-07-28
archive papers tagged: 651 · with a code link: 308 · where Syntology ran a sample: 89 (74 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (89 of 651 tagged: 74 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)
Page 6 of 7: papers 501 to 600 of 651, 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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Unsupervised data augmentation for object detection 30 Apr 2021 · 0 repositories · arXiv:2104.14965
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PP-YOLOv2: A Practical Object Detector 21 Apr 2021 · 1 repository · arXiv:2104.10419
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SelfReg: Self-supervised Contrastive Regularization for Domain Generalization 20 Apr 2021 · 2 repositories · arXiv:2104.09841Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples)
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Contrastive Learning for Compact Single Image Dehazing 19 Apr 2021 · 10 repositories · arXiv:2104.09367
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Epsilon Consistent Mixup: Structural Regularization with an Adaptive Consistency-Interpolation Tradeoff 19 Apr 2021 · 0 repositories · arXiv:2104.09452
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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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Open Domain Generalization with Domain-Augmented Meta-Learning 8 Apr 2021 · 0 repositories · arXiv:2104.03620
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SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification 31 Mar 2021 · 0 repositories · arXiv:2103.16858
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Environmental sound analysis with mixup based multitask learning and cross-task fusion 30 Mar 2021 · 0 repositories · arXiv:2103.16079
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AlignMixup: Improving Representations By Interpolating Aligned Features 29 Mar 2021 · 2 repositories · arXiv:2103.15375Syntology official (archive's flag): 6 ran · 6 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; 3 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 3 pointer-only (licence)
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Synthesize-It-Classifier: Learning a Generative Classifier through RecurrentSelf-analysis 26 Mar 2021 · 0 repositories · arXiv:2103.14212
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SMILE: Self-Distilled MIxup for Efficient Transfer LEarning 25 Mar 2021 · 0 repositories · arXiv:2103.13941
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AutoMix: Unveiling the Power of Mixup for Stronger Classifiers 24 Mar 2021 · 3 repositories · arXiv:2103.13027Syntology community repositories only · 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) · 2 unverified (of 6 harvested samples) · 3 pointer-only (licence)
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Adversarially Optimized Mixup for Robust Classification 22 Mar 2021 · 0 repositories · arXiv:2103.11589
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Similarity Transfer for Knowledge Distillation 18 Mar 2021 · 0 repositories · arXiv:2103.10047
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Distance Metric-Based Learning with Interpolated Latent Features for Location Classification in Endoscopy Image and Video 15 Mar 2021 · 0 repositories · arXiv:2103.08504
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BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation 11 Mar 2021 · 3 repositories · arXiv:2103.06695Syntology official (archive's flag): 1 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Fair Mixup: Fairness via Interpolation 11 Mar 2021 · 1 repository · arXiv:2103.06503
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Data augmentation by morphological mixup for solving Raven's Progressive Matrices 9 Mar 2021 · 0 repositories · arXiv:2103.05222
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Simplicial Regularization 8 Mar 2021 · 1 repository
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DP-InstaHide: Provably Defusing Poisoning and Backdoor Attacks with Differentially Private Data Augmentations 2 Mar 2021 · 1 repository · arXiv:2103.02079
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MixSpeech: Data Augmentation for Low-resource Automatic Speech Recognition 25 Feb 2021 · 0 repositories · arXiv:2102.12664
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Reducing Labelled Data Requirement for Pneumonia Segmentation using Image Augmentations 25 Feb 2021 · 0 repositories · arXiv:2102.12764
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Robust Pollen Imagery Classification with Generative Modeling and Mixup Training 25 Feb 2021 · 0 repositories · arXiv:2102.13143
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MixUp Training Leads to Reduced Overfitting and Improved Calibration for the Transformer Architecture 22 Feb 2021 · 0 repositories · arXiv:2102.11402
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Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation 20 Feb 2021 · 1 repository · arXiv:2102.10365
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Comparison of semi-supervised deep learning algorithms for audio classification 16 Feb 2021 · 1 repository · arXiv:2102.08183
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Semantically-Conditioned Negative Samples for Efficient Contrastive Learning 12 Feb 2021 · 0 repositories · arXiv:2102.06603
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Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning 12 Feb 2021 · 1 repository · arXiv:2102.06605Syntology 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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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When and How Mixup Improves Calibration 11 Feb 2021 · 0 repositories · arXiv:2102.06289
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Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity 5 Feb 2021 · 1 repository · arXiv:2102.03065
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Twice Mixing: A Rank Learning based Quality Assessment Approach for Underwater Image Enhancement 1 Feb 2021 · 1 repository · arXiv:2102.00670
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Mixup Regularized Adversarial Networks for Multi-Domain Text Classification 31 Jan 2021 · 0 repositories · arXiv:2102.00467
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Chest X-ray lung and heart segmentation based on minimal training sets 20 Jan 2021 · 0 repositories · arXiv:2101.08309
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Deep Epidemiological Modeling by Black-box Knowledge Distillation: An Accurate Deep Learning Model for COVID-19 20 Jan 2021 · 0 repositories · arXiv:2101.10280
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Hyperspectral Image Super-Resolution with Spectral Mixup and Heterogeneous Datasets 19 Jan 2021 · 2 repositories · arXiv:2101.07589
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Mixup Without Hesitation 12 Jan 2021 · 1 repository · arXiv:2101.04342
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Octave Mix: Data augmentation using frequency decomposition for activity recognition 8 Jan 2021 · 0 repositories · arXiv:2101.02882
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Geometry-Aware Self-Training for Unsupervised Domain Adaptation on Object Point Clouds 1 Jan 2021 · 1 repository
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Learning From Noisy Data With Robust Representation Learning 1 Jan 2021 · 1 repository
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Logit As Auxiliary Weak-supervision for More Reliable and Accurate Prediction 1 Jan 2021 · 0 repositories
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Noise-Robust Contrastive Learning 1 Jan 2021 · 0 repositories
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Redefining Self-Normalization Property 1 Jan 2021 · 0 repositories
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Switching-Aligned-Words Data Augmentation for Neural Machine Translation 1 Jan 2021 · 0 repositories
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Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning 31 Dec 2020 · 1 repository · arXiv:2012.15699
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Colonoscopy Polyp Detection: Domain Adaptation From Medical Report Images to Real-time Videos 31 Dec 2020 · 0 repositories · arXiv:2012.15531
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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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A new semi-supervised self-training method for lung cancer prediction 17 Dec 2020 · 0 repositories · arXiv:2012.09472
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Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup 17 Dec 2020 · 1 repository · arXiv:2012.09413
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Exploring Vicinal Risk Minimization for Lightweight Out-of-Distribution Detection 15 Dec 2020 · 0 repositories · arXiv:2012.08398
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Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation 6 Dec 2020 · 0 repositories · arXiv:2012.03358
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Kernel-convoluted Deep Neural Networks with Data Augmentation 4 Dec 2020 · 1 repository · arXiv:2012.02521
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Regularizing Recurrent Neural Networks via Sequence Mixup 27 Nov 2020 · 0 repositories · arXiv:2012.07527
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StackMix: A complementary Mix algorithm 25 Nov 2020 · 0 repositories · arXiv:2011.12618
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SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations 21 Nov 2020 · 3 repositories · arXiv:2011.10684
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FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation 18 Nov 2020 · 1 repository · arXiv:2011.09230
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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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Towards Domain-Agnostic Contrastive Learning 9 Nov 2020 · 0 repositories · arXiv:2011.04419
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Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training 4 Nov 2020 · 0 repositories · arXiv:2011.02207
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Suppressing Mislabeled Data via Grouping and Self-Attention 29 Oct 2020 · 1 repository · arXiv:2010.15603
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Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation 23 Oct 2020 · 0 repositories · arXiv:2010.12184
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Improving Low Resource Code-switched ASR using Augmented Code-switched TTS 12 Oct 2020 · 0 repositories · arXiv:2010.05549
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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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How Does Mixup Help With Robustness and Generalization? 9 Oct 2020 · 0 repositories · arXiv:2010.04819
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InstaHide: Instance-hiding Schemes for Private Distributed Learning 6 Oct 2020 · 3 repositories · arXiv:2010.02772Syntology official (archive's flag): 1 ran · 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks 5 Oct 2020 · 0 repositories · arXiv:2010.02394
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SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup 5 Oct 2020 · 1 repository · arXiv:2010.02322Syntology official (archive's flag): 2 ran · 2 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; 2 where Syntology's instrument failed) · 5 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Enhancing Mixup-based Semi-Supervised Learning with Explicit Lipschitz Regularization 23 Sep 2020 · 1 repository · arXiv:2009.11416
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Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup 15 Sep 2020 · 1 repository · arXiv:2009.06962Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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Webly Supervised Image Classification with Self-Contained Confidence 27 Aug 2020 · 4 repositories · arXiv:2008.11894Syntology 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) · 0 unverified (of 4 harvested samples)
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Addressing Neural Network Robustness with Mixup and Targeted Labeling Adversarial Training 19 Aug 2020 · 0 repositories · arXiv:2008.08384
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PointMixup: Augmentation for Point Clouds 14 Aug 2020 · 1 repository · arXiv:2008.06374
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Self-supervised learning using consistency regularization of spatio-temporal data augmentation for action recognition 5 Aug 2020 · 1 repository · arXiv:2008.02086
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Mixup-CAM: Weakly-supervised Semantic Segmentation via Uncertainty Regularization 3 Aug 2020 · 0 repositories · arXiv:2008.01201
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Deep Co-Training with Task Decomposition for Semi-Supervised Domain Adaptation 24 Jul 2020 · 1 repository · arXiv:2007.12684
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XMixup: Efficient Transfer Learning with Auxiliary Samples by Cross-domain Mixup 20 Jul 2020 · 0 repositories · arXiv:2007.10252
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Uncertainty Quantification and Deep Ensembles 17 Jul 2020 · 1 repository · arXiv:2007.08792
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A Machine Learning Approach to Assess Student Group Collaboration Using Individual Level Behavioral Cues 13 Jul 2020 · 0 repositories · arXiv:2007.06667
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Boundary thickness and robustness in learning models 9 Jul 2020 · 1 repository · arXiv:2007.05086Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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Remix: Rebalanced Mixup 8 Jul 2020 · 0 repositories · arXiv:2007.03943
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Dual Mixup Regularized Learning for Adversarial Domain Adaptation 7 Jul 2020 · 0 repositories · arXiv:2007.03141
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Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup 1 Jul 2020 · 1 repository
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Generalized Zero and Few-Shot Transfer for Facial Forgery Detection 21 Jun 2020 · 0 repositories · arXiv:2006.11863
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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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Why Mixup Improves the Model Performance 11 Jun 2020 · 0 repositories · arXiv:2006.06231
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On Mixup Regularization 10 Jun 2020 · 1 repository · arXiv:2006.06049
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XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning 9 Jun 2020 · 0 repositories · arXiv:2006.05148
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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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Principled learning method for Wasserstein distributionally robust optimization with local perturbations 5 Jun 2020 · 1 repository · arXiv:2006.03333Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Automatic classification between COVID-19 pneumonia, non-COVID-19 pneumonia, and the healthy on chest X-ray image: combination of data augmentation methods 1 Jun 2020 · 1 repository · arXiv:2006.00730
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Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning 13 May 2020 · 0 repositories · arXiv:2005.06105
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Data Augmentation via Mixed Class Interpolation using Cycle-Consistent Generative Adversarial Networks Applied to Cross-Domain Imagery 5 May 2020 · 0 repositories · arXiv:2005.02436
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Systematic Evaluation of Backdoor Data Poisoning Attacks on Image Classifiers 24 Apr 2020 · 0 repositories · arXiv:2004.11514
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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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ResNeSt: Split-Attention Networks 19 Apr 2020 · 36 repositories · arXiv:2004.08955Syntology official (archive's flag): 5 ran · 28 ran (of which 0 constructed an object rather than computing a result; 25 with no instrument failure: 0 honoured, 0 violated, 25 with no contract checked; 3 where Syntology's instrument failed) · 20 unverified (of 48 harvested samples) · 23 pointer-only (licence)
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Neural Networks Are More Productive Teachers Than Human Raters: Active Mixup for Data-Efficient Knowledge Distillation from a Blackbox Model 31 Mar 2020 · 1 repository · arXiv:2003.13960
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How Not to Give a FLOP: Combining Regularization and Pruning for Efficient Inference 30 Mar 2020 · 1 repository · arXiv:2003.13593
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Omni-sourced Webly-supervised Learning for Video Recognition 29 Mar 2020 · 3 repositories · arXiv:2003.13042Syntology official (archive's flag): 10 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) · 3 unverified (of 13 harvested samples)
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Self-Supervised Learning for Domain Adaptation on Point-Clouds 29 Mar 2020 · 3 repositories · arXiv:2003.12641Syntology 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) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Gradient-based Data Augmentation for Semi-Supervised Learning 28 Mar 2020 · 0 repositories · arXiv:2003.12824