Methods › Computer Vision › Image Data Augmentation › ColorJitter

Color Jitter

ColorJitter

260 papers tagged archive 2025-07-28

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Papers archive 2025-07-28

30 shown of 260, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Circumventing Backdoor Space via Weight Symmetry
  9 Jun 2025 · 1 repository · arXiv:2506.07467
• SSPS: Self-Supervised Positive Sampling for Robust Self-Supervised Speaker Verification
  20 May 2025 · 1 repository · arXiv:2505.14561
• Representation Learning via Non-Contrastive Mutual Information
  23 Apr 2025 · 0 repositories · arXiv:2504.16667
• Impact of Language Guidance: A Reproducibility Study
  10 Apr 2025 · 0 repositories · arXiv:2504.08140
• Unsupervised Detection of Fraudulent Transactions in E-commerce Using Contrastive Learning
  24 Mar 2025 · 0 repositories · arXiv:2503.18841
• A Statistical Theory of Contrastive Learning via Approximate Sufficient Statistics
  21 Mar 2025 · 0 repositories · arXiv:2503.17538
• SinSim: Sinkhorn-Regularized SimCLR
  13 Feb 2025 · 0 repositories · arXiv:2502.10478
• Dataset Ownership Verification in Contrastive Pre-trained Models
  11 Feb 2025 · 1 repository · arXiv:2502.07276
• Self-Supervised Frameworks for Speaker Verification via Bootstrapped Positive Sampling
  29 Jan 2025 · 1 repository · arXiv:2501.17772
• Enhancing Contrastive Learning Inspired by the Philosophy of "The Blind Men and the Elephant"
  21 Dec 2024 · 1 repository · arXiv:2412.16522
• Self-Supervised Radiograph Anatomical Region Classification -- How Clean Is Your Real-World Data?
  20 Dec 2024 · 0 repositories · arXiv:2412.15967
• Maximising Histopathology Segmentation using Minimal Labels via Self-Supervision
  19 Dec 2024 · 0 repositories · arXiv:2412.15389
• AmCLR: Unified Augmented Learning for Cross-Modal Representations
  10 Dec 2024 · 1 repository · arXiv:2412.07979
• Mitigating Instance-Dependent Label Noise: Integrating Self-Supervised Pretraining with Pseudo-Label Refinement
  6 Dec 2024 · 0 repositories · arXiv:2412.04898
• Tight PAC-Bayesian Risk Certificates for Contrastive Learning
  4 Dec 2024 · 1 repository · arXiv:2412.03486
• Explorations in Self-Supervised Learning: Dataset Composition Testing for Object Classification
  1 Dec 2024 · 0 repositories · arXiv:2412.00770
• Breccia and basalt classification of thin sections of Apollo rocks with deep learning
  28 Oct 2024 · 1 repository · arXiv:2410.21024
• Accelerating Augmentation Invariance Pretraining
  27 Oct 2024 · 0 repositories · arXiv:2410.22364
• Rethinking Positive Pairs in Contrastive Learning
  23 Oct 2024 · 0 repositories · arXiv:2410.18200
• SigCLR: Sigmoid Contrastive Learning of Visual Representations
  22 Oct 2024 · 0 repositories · arXiv:2410.17427
• Self-Supervised Anomaly Detection in the Wild: Favor Joint Embeddings Methods
  5 Oct 2024 · 0 repositories · arXiv:2410.04289
• BiSSL: Enhancing the Alignment Between Self-Supervised Pretraining and Downstream Fine-Tuning via Bilevel Optimization
  3 Oct 2024 · 0 repositories · arXiv:2410.02387
• Understanding the Benefits of SimCLR Pre-Training in Two-Layer Convolutional Neural Networks
  27 Sep 2024 · 0 repositories · arXiv:2409.18685
• Self-supervised Pretraining for Cardiovascular Magnetic Resonance Cine Segmentation
  26 Sep 2024 · 1 repository · arXiv:2409.18100
• Cross-Model Cross-Stream Learning for Self-Supervised Human Action Recognition
  23 Sep 2024 · 1 repository
• Contrastive Learning for Character Detection in Ancient Greek Papyri
  16 Sep 2024 · 0 repositories · arXiv:2409.10156
• Label-free Monitoring of Self-Supervised Learning Progress
  10 Sep 2024 · 0 repositories · arXiv:2409.06612
• Learning Tree-Structured Composition of Data Augmentation
  26 Aug 2024 · 1 repository · arXiv:2408.14381
• Improving Nonlinear Projection Heads using Pretrained Autoencoder Embeddings
  25 Aug 2024 · 1 repository · arXiv:2408.14514
• CNN-JEPA: Self-Supervised Pretraining Convolutional Neural Networks Using Joint Embedding Predictive Architecture
  14 Aug 2024 · 1 repository · arXiv:2408.07514

Tasks archive 2025-07-28

20 shown of 211 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections