Methods › Computer Vision › Image Data Augmentation › ColorJitter › Papers, page 2

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 2 of 3: papers 101 to 200 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.

• Best of Both Worlds: Multimodal Contrastive Learning with Tabular and Imaging Data
  24 Mar 2023 · 2 repositories · arXiv:2303.14080
• Towards domain-invariant Self-Supervised Learning with Batch Styles Standardization
  10 Mar 2023 · 0 repositories · arXiv:2303.06088
• An Evaluation of Non-Contrastive Self-Supervised Learning for Federated Medical Image Analysis
  9 Mar 2023 · 0 repositories · arXiv:2303.05556
• Extended Agriculture-Vision: An Extension of a Large Aerial Image Dataset for Agricultural Pattern Analysis
  4 Mar 2023 · 1 repository · arXiv:2303.02460
• Towards Democratizing Joint-Embedding Self-Supervised Learning
  3 Mar 2023 · 1 repository · arXiv:2303.01986
  Syntology official (archive's flag): 1 ran · 3 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; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• Amortised Invariance Learning for Contrastive Self-Supervision
  24 Feb 2023 · 1 repository · arXiv:2302.12712
  Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Self-supervised pseudo-colorizing of masked cells
  12 Feb 2023 · 2 repositories · arXiv:2302.05968
• NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks
  31 Jan 2023 · 1 repository · arXiv:2302.00059
• Deciphering the Projection Head: Representation Evaluation Self-supervised Learning
  28 Jan 2023 · 0 repositories · arXiv:2301.12189
• Offline Clustering Approach to Self-supervised Learning for Class-imbalanced Image Data
  22 Dec 2022 · 0 repositories · arXiv:2212.11444
• Understanding and Improving the Role of Projection Head in Self-Supervised Learning
  22 Dec 2022 · 0 repositories · arXiv:2212.11491
• MoQuad: Motion-focused Quadruple Construction for Video Contrastive Learning
  21 Dec 2022 · 0 repositories · arXiv:2212.10870
• COVID-19 Detection Based on Self-Supervised Transfer Learning Using Chest X-Ray Images
  19 Dec 2022 · 0 repositories · arXiv:2212.09276
• A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy Images
  27 Nov 2022 · 1 repository · arXiv:2211.14715
• Unsupervised Wildfire Change Detection based on Contrastive Learning
  26 Nov 2022 · 1 repository · arXiv:2211.14654
• Joint Embedding Predictive Architectures Focus on Slow Features
  20 Nov 2022 · 1 repository · arXiv:2211.10831
  Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 1 violated, 10 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 16 harvested samples) · 1 pointer-only (licence)
• Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information
  18 Nov 2022 · 0 repositories · arXiv:2211.10177
• Contrastive Self-Supervised Learning for Skeleton Representations
  10 Nov 2022 · 0 repositories · arXiv:2211.05304
• EquiMod: An Equivariance Module to Improve Self-Supervised Learning
  2 Nov 2022 · 1 repository · arXiv:2211.01244
• How Well Do Unsupervised Learning Algorithms Model Human Real-time and Life-long Learning?
  1 Nov 2022 · 1 repository
• A simple, efficient and scalable contrastive masked autoencoder for learning visual representations
  30 Oct 2022 · 1 repository · arXiv:2210.16870
  Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 2 pointer-only (licence)
• Unsupervised visualization of image datasets using contrastive learning
  18 Oct 2022 · 1 repository · arXiv:2210.09879
  Syntology official (archive's flag): 30 ran · 30 ran (of which 14 constructed an object rather than computing a result; 18 with no instrument failure: 0 honoured, 0 violated, 18 with no contract checked; 12 where Syntology's instrument failed) · 4 unverified (of 34 harvested samples) · 34 pointer-only (licence)
• Self-Supervised Learning Through Efference Copies
  17 Oct 2022 · 1 repository · arXiv:2210.09224
• The Hidden Uniform Cluster Prior in Self-Supervised Learning
  13 Oct 2022 · 1 repository · arXiv:2210.07277
• Improving Dense Contrastive Learning with Dense Negative Pairs
  11 Oct 2022 · 0 repositories · arXiv:2210.05063
• Using Whole Slide Image Representations from Self-Supervised Contrastive Learning for Melanoma Concordance Regression
  10 Oct 2022 · 0 repositories · arXiv:2210.04803
• Temporal Feature Alignment in Contrastive Self-Supervised Learning for Human Activity Recognition
  7 Oct 2022 · 1 repository · arXiv:2210.03382
• Where Should I Spend My FLOPS? Efficiency Evaluations of Visual Pre-training Methods
  30 Sep 2022 · 0 repositories · arXiv:2209.15589
• EiHi Net: Out-of-Distribution Generalization Paradigm
  29 Sep 2022 · 0 repositories · arXiv:2209.14946
• Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving
  19 Sep 2022 · 0 repositories · arXiv:2209.08953
• HistoPerm: A Permutation-Based View Generation Approach for Improving Histopathologic Feature Representation Learning
  13 Sep 2022 · 0 repositories · arXiv:2209.06185
• Multimodal contrastive learning for remote sensing tasks
  6 Sep 2022 · 0 repositories · arXiv:2209.02329
• On the Pros and Cons of Momentum Encoder in Self-Supervised Visual Representation Learning
  11 Aug 2022 · 0 repositories · arXiv:2208.05744
• Metadata-enhanced contrastive learning from retinal optical coherence tomography images
  4 Aug 2022 · 0 repositories · arXiv:2208.02529
• SPot-the-Difference Self-Supervised Pre-training for Anomaly Detection and Segmentation
  28 Jul 2022 · 1 repository · arXiv:2207.14315
  Syntology 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) · 0 unverified (of 2 harvested samples)
• Game State Learning via Game Scene Augmentation
  4 Jul 2022 · 0 repositories · arXiv:2207.01289
• Dissecting Self-Supervised Learning Methods for Surgical Computer Vision
  1 Jul 2022 · 1 repository · arXiv:2207.00449
• Visualizing and Understanding Contrastive Learning
  20 Jun 2022 · 1 repository · arXiv:2206.09753
• Evaluation of Contrastive Learning with Various Code Representations for Code Clone Detection
  17 Jun 2022 · 0 repositories · arXiv:2206.08726
• From t-SNE to UMAP with contrastive learning
  3 Jun 2022 · 3 repositories · arXiv:2206.01816
  Syntology 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)
• On the duality between contrastive and non-contrastive self-supervised learning
  3 Jun 2022 · 0 repositories · arXiv:2206.02574
• Needle In A Haystack, Fast: Benchmarking Image Perceptual Similarity Metrics At Scale
  1 Jun 2022 · 1 repository · arXiv:2206.00282
• Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods
  23 May 2022 · 0 repositories · arXiv:2205.11508
• The NT-Xent loss upper bound
  6 May 2022 · 0 repositories · arXiv:2205.03169
• Representation Learning by Detecting Incorrect Location Embeddings
  10 Apr 2022 · 1 repository · arXiv:2204.04788
• Semi-supervised machine learning model for analysis of nanowire morphologies from transmission electron microscopy images
  25 Mar 2022 · 1 repository · arXiv:2203.13875
• Semi-supervised and Deep learning Frameworks for Video Classification and Key-frame Identification
  25 Mar 2022 · 0 repositories · arXiv:2203.13459
• Negative Selection by Clustering for Contrastive Learning in Human Activity Recognition
  23 Mar 2022 · 0 repositories · arXiv:2203.12230
• Using the Order of Tomographic Slices as a Prior for Neural Networks Pre-Training
  17 Mar 2022 · 0 repositories · arXiv:2203.09372
• Unsupervised Domain Adaptation with Contrastive Learning for OCT Segmentation
  7 Mar 2022 · 0 repositories · arXiv:2203.03664
• Measuring Self-Supervised Representation Quality for Downstream Classification using Discriminative Features
  3 Mar 2022 · 0 repositories · arXiv:2203.01881
• Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance
  24 Feb 2022 · 1 repository · arXiv:2202.12387
• Assessing the State of Self-Supervised Human Activity Recognition using Wearables
  22 Feb 2022 · 0 repositories · arXiv:2202.12938
• Indiscriminate Poisoning Attacks on Unsupervised Contrastive Learning
  22 Feb 2022 · 1 repository · arXiv:2202.11202
  Syntology official (archive's flag): 13 ran · 13 ran (of which 5 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 4 where Syntology's instrument failed) · 5 unverified (of 18 harvested samples)
• A Self-Supervised Descriptor for Image Copy Detection
  21 Feb 2022 · 2 repositories · arXiv:2202.10261
  Syntology 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) · 9 pointer-only (licence)
• Investigating Power laws in Deep Representation Learning
  11 Feb 2022 · 0 repositories · arXiv:2202.05808
• Energy-Based Contrastive Learning of Visual Representations
  10 Feb 2022 · 1 repository · arXiv:2202.04933
  Syntology official (archive's flag): 12 ran · 12 ran (of which 2 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 7 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 14 pointer-only (licence)
• Self-supervised Contrastive Learning for Volcanic Unrest Detection
  8 Feb 2022 · 1 repository · arXiv:2202.04030
• Crafting Better Contrastive Views for Siamese Representation Learning
  7 Feb 2022 · 1 repository · arXiv:2202.03278
  Syntology 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) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
• OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
  7 Feb 2022 · 4 repositories · arXiv:2202.03052
  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) · 0 unverified (of 1 harvested sample)
• A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes
  26 Jan 2022 · 1 repository · arXiv:2201.10766
  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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• CELESTIAL: Classification Enabled via Labelless Embeddings with Self-supervised Telescope Image Analysis Learning
  20 Jan 2022 · 0 repositories · arXiv:2201.08001
• Supervised Contrastive Learning for Recommendation
  10 Jan 2022 · 0 repositories · arXiv:2201.03144
• Unsupervised Representation Learning via Neural Activation Coding
  7 Dec 2021 · 1 repository · arXiv:2112.04014
  Syntology 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) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
• Neural Photometry-guided Visual Attribute Transfer
  5 Dec 2021 · 0 repositories · arXiv:2112.02520
• InsCLR: Improving Instance Retrieval with Self-Supervision
  2 Dec 2021 · 1 repository · arXiv:2112.01390
• CLAWS: Contrastive Learning with hard Attention and Weak Supervision
  1 Dec 2021 · 0 repositories · arXiv:2112.00847
• DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning
  23 Nov 2021 · 1 repository · arXiv:2111.12062
  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) · 0 unverified (of 2 harvested samples)
• Evaluating Self and Semi-Supervised Methods for Remote Sensing Segmentation Tasks
  19 Nov 2021 · 0 repositories · arXiv:2111.10079
• QK Iteration: A Self-Supervised Representation Learning Algorithm for Image Similarity
  15 Nov 2021 · 0 repositories · arXiv:2111.07954
• Evaluating Contrastive Learning on Wearable Timeseries for Downstream Clinical Outcomes
  13 Nov 2021 · 0 repositories · arXiv:2111.07089
• Unsupervised Approaches for Out-Of-Distribution Dermoscopic Lesion Detection
  8 Nov 2021 · 0 repositories · arXiv:2111.04807
• Meta-Learning to Improve Pre-Training
  2 Nov 2021 · 0 repositories · arXiv:2111.01754
• Towards the Generalization of Contrastive Self-Supervised Learning
  1 Nov 2021 · 1 repository · arXiv:2111.00743
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Equivariant Contrastive Learning
  28 Oct 2021 · 2 repositories · arXiv:2111.00899
  Syntology official (archive's flag): 8 ran · 8 ran (of which 8 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) · 0 unverified; every one of the 8 samples that ran constructed an object rather than computing a result (of 8 harvested samples)
• GenURL: A General Framework for Unsupervised Representation Learning
  27 Oct 2021 · 1 repository · arXiv:2110.14553
• Self-supervised EEG Representation Learning for Automatic Sleep Staging
  27 Oct 2021 · 1 repository · arXiv:2110.15278
• Directional Self-supervised Learning for Heavy Image Augmentations
  26 Oct 2021 · 0 repositories · arXiv:2110.13555
• Understanding Dimensional Collapse in Contrastive Self-supervised Learning
  18 Oct 2021 · 1 repository · arXiv:2110.09348
  Syntology official (archive's flag): 4 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Decoupled Contrastive Learning
  13 Oct 2021 · 4 repositories · arXiv:2110.06848
  Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 2 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 3 pointer-only (licence)
• Attention is All You Need? Good Embeddings with Statistics are enough:Large Scale Audio Understanding without Transformers/ Convolutions/ BERTs/ Mixers/ Attention/ RNNs or ....
  7 Oct 2021 · 0 repositories · arXiv:2110.03183
• Contrastive Learning is Just Meta-Learning
  29 Sep 2021 · 0 repositories
• Contrastive Quant: Quantization Makes Stronger Contrastive Learning
  29 Sep 2021 · 0 repositories
• Disentangling Properties of Contrastive Methods
  29 Sep 2021 · 0 repositories
• ESCo: Towards Provably Effective and Scalable Contrastive Representation Learning
  29 Sep 2021 · 0 repositories
• Compressive Visual Representations
  27 Sep 2021 · 1 repository · arXiv:2109.12909
  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)
• Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-Rays
  7 Sep 2021 · 1 repository · arXiv:2109.03233
• Resource and data efficient self supervised learning
  3 Sep 2021 · 0 repositories · arXiv:2109.01721
• ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datasets
  31 Aug 2021 · 1 repository · arXiv:2108.13939
• Sample Efficient Detection and Classification of Adversarial Attacks via Self-Supervised Embeddings
  30 Aug 2021 · 0 repositories · arXiv:2108.13797
• Batch Curation for Unsupervised Contrastive Representation Learning
  19 Aug 2021 · 0 repositories · arXiv:2108.08643
• GeoCLR: Georeference Contrastive Learning for Efficient Seafloor Image Interpretation
  13 Aug 2021 · 0 repositories · arXiv:2108.06421
• Scalable Reverse Image Search Engine for NASAWorldview
  10 Aug 2021 · 0 repositories · arXiv:2108.04479
• Self-Supervised Feature Learning of 1D Convolutional Neural Networks with Contrastive Loss for Eating Detection Using an In-Ear Microphone
  2 Aug 2021 · 1 repository · arXiv:2108.00769
• Semi-Supervising Learning, Transfer Learning, and Knowledge Distillation with SimCLR
  2 Aug 2021 · 0 repositories · arXiv:2108.00587
• Trip-ROMA: Self-Supervised Learning with Triplets and Random Mappings
  22 Jul 2021 · 1 repository · arXiv:2107.10419
• On the Memorization Properties of Contrastive Learning
  21 Jul 2021 · 0 repositories · arXiv:2107.10143
• Inter-intra Variant Dual Representations forSelf-supervised Video Recognition
  2 Jul 2021 · 1 repository · arXiv:2107.01194
• Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE
  2 Jul 2021 · 1 repository · arXiv:2107.01152
• Understanding Latent Correlation-Based Multiview Learning and Self-Supervision: An Identifiability Perspective
  14 Jun 2021 · 1 repository · arXiv:2106.07115
  Syntology 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) · 1 unverified (of 3 harvested samples)