Methods › Computer Vision › Image Data Augmentation › ADA
Adaptive Discriminator Augmentation
ADA
Introduced by Tero Karras et al. in Training Generative Adversarial Networks with Limited Data
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
The archive carries no description for this method.
Papers archive 2025-07-28
30 shown of 68, 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.
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Automatic Depression Assessment using Machine Learning: A Comprehensive Survey 9 Jun 2025 · 0 repositories · arXiv:2506.18915
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ADA: Automated Moving Target Defense for AI Workloads via Ephemeral Infrastructure-Native Rotation in Kubernetes 27 May 2025 · 0 repositories · arXiv:2505.23805
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Certainty and Uncertainty Guided Active Domain Adaptation 26 May 2025 · 0 repositories · arXiv:2505.19421
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On the Mechanisms of Adversarial Data Augmentation for Robust and Adaptive Transfer Learning 19 May 2025 · 0 repositories · arXiv:2505.12681
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Automating Infrastructure Surveying: A Framework for Geometric Measurements and Compliance Assessment Using Point Cloud Data 9 May 2025 · 1 repository · arXiv:2505.05752
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Adaptation Method for Misinformation Identification 19 Apr 2025 · 0 repositories · arXiv:2504.14171
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Towards Sustainable Large Language Model Serving 31 Dec 2024 · 0 repositories · arXiv:2501.01990
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Optimized IoT Intrusion Detection using Machine Learning Technique 3 Dec 2024 · 0 repositories · arXiv:2412.02845
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Enhancing the Generalization Capability of Skin Lesion Classification Models with Active Domain Adaptation Methods 1 Dec 2024 · 0 repositories · arXiv:2412.00702
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A Comparative Study of Text Retrieval Models on DaReCzech 19 Nov 2024 · 0 repositories · arXiv:2411.12921
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An Explainable Machine Learning Approach for Age and Gender Estimation in Living Individuals Using Dental Biometrics 12 Nov 2024 · 0 repositories · arXiv:2411.08195
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Sdn Intrusion Detection Using Machine Learning Method 8 Nov 2024 · 0 repositories · arXiv:2411.05888
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Survey and Evaluation of Converging Architecture in LLMs based on Footsteps of Operations 15 Oct 2024 · 0 repositories · arXiv:2410.11381
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Reliable, Routable, and Reproducible: Collection of Pedestrian Pathways at Statewide Scale 12 Oct 2024 · 0 repositories · arXiv:2410.19762
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Wasserstein Distance-Weighted Adversarial Network for Cross-Domain Credit Risk Assessment 27 Sep 2024 · 0 repositories · arXiv:2409.18544
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Investigating Brain Connectivity and Regional Statistics from EEG for early stage Parkinson's Classification 1 Aug 2024 · 0 repositories · arXiv:2408.00711
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TADA: Temporal Adversarial Data Augmentation for Time Series Data 21 Jul 2024 · 0 repositories · arXiv:2407.15174
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Video-Infinity: Distributed Long Video Generation 24 Jun 2024 · 0 repositories · arXiv:2406.16260
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Transcript of GPT-4 playing a rogue AGI in a Matrix Game 16 May 2024 · 0 repositories · arXiv:2405.10997
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Minimizing Errors or Surprises? 13 Apr 2024 · 0 repositories · arXiv:2404.08908
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Onco-Retriever: Generative Classifier for Retrieval of EHR Records in Oncology 10 Apr 2024 · 0 repositories · arXiv:2404.06680
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CAAP: Class-Dependent Automatic Data Augmentation Based On Adaptive Policies For Time Series 1 Apr 2024 · 0 repositories · arXiv:2404.00898
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SpikeNAS: A Fast Memory-Aware Neural Architecture Search Framework for Spiking Neural Network-based Autonomous Agents 17 Feb 2024 · 0 repositories · arXiv:2402.11322
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Adaptive Data Augmentation for Aspect Sentiment Quad Prediction 12 Jan 2024 · 1 repository · arXiv:2401.06394
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Automated Design Appraisal: Estimating Real Estate Price Growth and Value at Risk due to Local Development 17 Dec 2023 · 0 repositories · arXiv:2401.08645
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Learning adaptive planning representations with natural language guidance 13 Dec 2023 · 0 repositories · arXiv:2312.08566
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Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend 22 Nov 2023 · 2 repositories · arXiv:2311.13717
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Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer 21 Nov 2023 · 0 repositories · arXiv:2311.12905
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How False Data Affects Machine Learning Models in Electrochemistry? 17 Nov 2023 · 1 repository · arXiv:2311.10795
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An adaptive denoising recommendation algorithm for causal separation bias 15 Nov 2023 · 1 repository
Tasks archive 2025-07-28
20 shown of 98 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