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Color Jitter

ColorJitter

Papers archive 2025-07-28

archive papers tagged: 260 · with a code link: 146 · where Syntology ran a sample: 53 (48 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (53 of 260 tagged: 48 with a run with no instrument failure, 5 where every run was a failure of Syntology's instrument)

Page 3 of 3: papers 201 to 260 of 260, 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.

• Atlas Based Representation and Metric Learning on Manifolds
  13 Jun 2021 · 1 repository · arXiv:2106.07062
• With a Little Help from My Friends: Nearest-Neighbor Contrastive Learning of Visual Representations
  29 Apr 2021 · 4 repositories · arXiv:2104.14548
  Syntology 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) · 1 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 5 harvested samples)
• Patient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG Modeling
  9 Apr 2021 · 1 repository · arXiv:2104.04569
• Towards Fine-grained Visual Representations by Combining Contrastive Learning with Image Reconstruction and Attention-weighted Pooling
  9 Apr 2021 · 1 repository · arXiv:2104.04323
• Does Your Dermatology Classifier Know What It Doesn't Know? Detecting the Long-Tail of Unseen Conditions
  8 Apr 2021 · 0 repositories · arXiv:2104.03829
• Self-Supervised Learning for Gastritis Detection with Gastric X-ray Images
  7 Apr 2021 · 0 repositories · arXiv:2104.02864
• Benchmarking Representation Learning for Natural World Image Collections
  30 Mar 2021 · 1 repository · arXiv:2103.16483
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 12 harvested samples)
• Classification of Seeds using Domain Randomization on Self-Supervised Learning Frameworks
  29 Mar 2021 · 0 repositories · arXiv:2103.15578
• Contrastive Learning of Musical Representations
  17 Mar 2021 · 1 repository · arXiv:2103.09410
• Self-supervised representation learning on manifolds
  8 Mar 2021 · 1 repository
• Self-supervised Pretraining of Visual Features in the Wild
  2 Mar 2021 · 1 repository · arXiv:2103.01988
• SISE-PC: Semi-supervised Image Subsampling for Explainable Pathology
  23 Feb 2021 · 1 repository · arXiv:2102.11560
• Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning
  9 Feb 2021 · 0 repositories · arXiv:2102.04848
• Self-Supervised Representation Learning from Flow Equivariance
  16 Jan 2021 · 0 repositories · arXiv:2101.06553
• Consistent Instance Classification for Unsupervised Representation Learning
  1 Jan 2021 · 0 repositories
• Fast Training of Contrastive Learning with Intermediate Contrastive Loss
  1 Jan 2021 · 0 repositories
• The Lottery Tickets Hypothesis for Supervised and Self-supervised Pre-training in Computer Vision Models
  12 Dec 2020 · 1 repository · arXiv:2012.06908
• Self supervised contrastive learning for digital histopathology
  27 Nov 2020 · 2 repositories · arXiv:2011.13971
• A Unified Mixture-View Framework for Unsupervised Representation Learning
  26 Nov 2020 · 0 repositories · arXiv:2011.13356
• Exploring Contrastive Learning in Human Activity Recognition for Healthcare
  23 Nov 2020 · 1 repository · arXiv:2011.11542
• Towards Domain-Agnostic Contrastive Learning
  9 Nov 2020 · 0 repositories · arXiv:2011.04419
• Intriguing Properties of Contrastive Losses
  5 Nov 2020 · 3 repositories · arXiv:2011.02803
• Learning Visual Representations for Transfer Learning by Suppressing Texture
  3 Nov 2020 · 1 repository · arXiv:2011.01901
• Speech SIMCLR: Combining Contrastive and Reconstruction Objective for Self-supervised Speech Representation Learning
  27 Oct 2020 · 1 repository · arXiv:2010.13991
  Syntology 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)
• For self-supervised learning, Rationality implies generalization, provably
  16 Oct 2020 · 2 repositories · arXiv:2010.08508
• Self-Supervised Ranking for Representation Learning
  14 Oct 2020 · 0 repositories · arXiv:2010.07258
• Viewmaker Networks: Learning Views for Unsupervised Representation Learning
  14 Oct 2020 · 1 repository · arXiv:2010.07432
  Syntology official (archive's flag): 2 ran · 2 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; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• Understanding Self-supervised Learning with Dual Deep Networks
  1 Oct 2020 · 2 repositories · arXiv:2010.00578
  Syntology 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)
• G-SimCLR: Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling
  28 Sep 2020 · 1 repository
• G-SimCLR : Self-Supervised Contrastive Learning with Guided Projection via Pseudo Labelling
  25 Sep 2020 · 1 repository · arXiv:2009.12007
• AAG: Self-Supervised Representation Learning by Auxiliary Augmentation with GNT-Xent Loss
  17 Sep 2020 · 3 repositories · arXiv:2009.07994
• A Framework For Contrastive Self-Supervised Learning And Designing A New Approach
  31 Aug 2020 · 2 repositories · arXiv:2009.00104
  Syntology 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) · 1 unverified (of 2 harvested samples)
• Spatiotemporal Contrastive Video Representation Learning
  9 Aug 2020 · 4 repositories · arXiv:2008.03800
• Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination
  9 Aug 2020 · 2 repositories · arXiv:2008.03813
  Syntology official (archive's flag): 6 ran · 6 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; 2 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• Parametric Instance Classification for Unsupervised Visual Feature Learning
  25 Jun 2020 · 1 repository · arXiv:2006.14618
• Differentiable Augmentation for Data-Efficient GAN Training
  18 Jun 2020 · 13 repositories · arXiv:2006.10738
  Syntology official (archive's flag): 7 ran · 49 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 2 honoured, 1 violated, 16 with no contract checked; 30 where Syntology's instrument failed) · 9 unverified (of 58 harvested samples) · 15 pointer-only (licence)
• CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients
  27 May 2020 · 2 repositories · arXiv:2005.13249
  Syntology official (archive's flag): 1 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• SCAN: Learning to Classify Images without Labels
  25 May 2020 · 2 repositories · arXiv:2005.12320
• ResNeSt: Split-Attention Networks
  19 Apr 2020 · 36 repositories · arXiv:2004.08955
  Syntology 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)
• TResNet: High Performance GPU-Dedicated Architecture
  30 Mar 2020 · 3 repositories · arXiv:2003.13630
• Fixing the train-test resolution discrepancy: FixEfficientNet
  18 Mar 2020 · 1 repository · arXiv:2003.08237
• Un-Mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning
  11 Mar 2020 · 3 repositories · arXiv:2003.05438
  Syntology official (archive's flag): 3 ran · 3 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; 3 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• A Simple Framework for Contrastive Learning of Visual Representations
  13 Feb 2020 · 96 repositories · arXiv:2002.05709
  Syntology official (archive's flag): 2 ran · 115 ran (of which 33 constructed an object rather than computing a result; 90 with no instrument failure: 1 honoured, 1 violated, 88 with no contract checked; 25 where Syntology's instrument failed) · 22 unverified (of 137 harvested samples) · 52 pointer-only (licence)
• Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network
  17 Jan 2020 · 1 repository · arXiv:2001.06268
  Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 8 unverified (of 11 harvested samples)
• Adversarial Examples Improve Image Recognition
  21 Nov 2019 · 6 repositories · arXiv:1911.09665
  Syntology community repositories only · 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)
• Momentum Contrast for Unsupervised Visual Representation Learning
  13 Nov 2019 · 44 repositories · arXiv:1911.05722
  Syntology community repositories only · 28 ran (of which 16 constructed an object rather than computing a result; 23 with no instrument failure: 0 honoured, 0 violated, 23 with no contract checked; 5 where Syntology's instrument failed) · 14 unverified (of 42 harvested samples) · 19 pointer-only (licence)
• RandAugment: Practical automated data augmentation with a reduced search space
  30 Sep 2019 · 19 repositories · arXiv:1909.13719
  Syntology 58 ran (of which 1 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 51 where Syntology's instrument failed) · 7 unverified (of 65 harvested samples) · 17 pointer-only (licence)
• SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search
  16 Aug 2019 · 1 repository · arXiv:1908.06022
• Fixing the train-test resolution discrepancy
  14 Jun 2019 · 3 repositories · arXiv:1906.06423
  Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Fast AutoAugment
  1 May 2019 · 11 repositories · arXiv:1905.00397
  Syntology official (archive's flag): 9 ran · 37 ran (of which 2 constructed an object rather than computing a result; 21 with no instrument failure: 0 honoured, 0 violated, 21 with no contract checked; 16 where Syntology's instrument failed) · 3 unverified (of 40 harvested samples) · 7 pointer-only (licence)
• CornerNet-Lite: Efficient Keypoint Based Object Detection
  18 Apr 2019 · 6 repositories · arXiv:1904.08900
  Syntology official (archive's flag): 6 ran · 21 ran (of which 0 constructed an object rather than computing a result; 21 with no instrument failure: 1 honoured, 0 violated, 20 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 27 harvested samples)
• MultiGrain: a unified image embedding for classes and instances
  14 Feb 2019 · 3 repositories · arXiv:1902.05509
  Syntology 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)
• Bottom-up Object Detection by Grouping Extreme and Center Points
  23 Jan 2019 · 2 repositories · arXiv:1901.08043
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 5 harvested samples)
• CornerNet: Detecting Objects as Paired Keypoints
  3 Aug 2018 · 5 repositories · arXiv:1808.01244
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 8 unverified (of 11 harvested samples) · 2 pointer-only (licence)
• YOLO9000: Better, Faster, Stronger
  25 Dec 2016 · 231 repositories · arXiv:1612.08242
  Syntology 44 ran (of which 0 constructed an object rather than computing a result; 33 with no instrument failure: 1 honoured, 4 violated, 28 with no contract checked; 11 where Syntology's instrument failed) · 16 unverified (of 60 harvested samples) · 23 pointer-only (licence)
• Image-to-Image Translation with Conditional Adversarial Networks
  21 Nov 2016 · 192 repositories · arXiv:1611.07004
  Syntology 74 ran (of which 0 constructed an object rather than computing a result; 68 with no instrument failure: 4 honoured, 4 violated, 60 with no contract checked; 6 where Syntology's instrument failed) · 48 unverified (of 122 harvested samples) · 10 pointer-only (licence)
• You Only Look Once: Unified, Real-Time Object Detection
  8 Jun 2015 · 144 repositories · arXiv:1506.02640
  Syntology 89 ran (of which 27 constructed an object rather than computing a result; 59 with no instrument failure: 4 honoured, 4 violated, 51 with no contract checked; 30 where Syntology's instrument failed) · 59 unverified (of 148 harvested samples) · 98 pointer-only (licence)
• Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
  6 Feb 2015 · 15 repositories · arXiv:1502.01852
  Syntology 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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Very Deep Convolutional Networks for Large-Scale Image Recognition
  4 Sep 2014 · 305 repositories · arXiv:1409.1556
  Syntology 81 ran (of which 0 constructed an object rather than computing a result; 71 with no instrument failure: 0 honoured, 0 violated, 71 with no contract checked; 10 where Syntology's instrument failed) · 41 unverified (of 122 harvested samples) · 8 pointer-only (licence)
• Some Improvements on Deep Convolutional Neural Network Based Image Classification
  19 Dec 2013 · 3 repositories · arXiv:1312.5402