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Data Augmentation

Papers archive 2025-07-28

archive papers tagged: 8,378 · with a code link: 3,225 · where Syntology ran a sample: 692 (567 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (692 of 8,378 tagged: 567 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument)

Page 66 of 84: papers 6,501 to 6,600 of 8,378, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• AutoCoG: A Unified Data-Modal Co-Search Framework for Graph Neural Networks
  29 Sep 2021 0 repositories listed
• Autoregressive Latent Video Prediction with High-Fidelity Image Generator
  29 Sep 2021 0 repositories listed
• Best Practices in Pool-based Active Learning for Image Classification
  29 Sep 2021 0 repositories listed
• CausalDyna: Improving Generalization of Dyna-style Reinforcement Learning via Counterfactual-Based Data Augmentation
  29 Sep 2021 0 repositories listed
• Contrastive Learning is Just Meta-Learning
  29 Sep 2021 0 repositories listed
• CrossMatch: Cross-Classifier Consistency Regularization for Open-Set Single Domain Generalization
  29 Sep 2021 0 repositories listed
• Cyclic Test Time Augmentation with Entropy Weight Method
  29 Sep 2021 0 repositories listed
• Deep convolutional recurrent neural network for short-interval EEG motor imagery classification
  29 Sep 2021 0 repositories listed
• DM-CT: Consistency Training with Data and Model Perturbation
  29 Sep 2021 0 repositories listed
• Efficient Out-of-Distribution Detection via CVAE data Generation
  29 Sep 2021 0 repositories listed
• Identity-Disentangled Adversarial Augmentation for Self-supervised Learning
  29 Sep 2021 0 repositories listed
• Improving Discriminative Visual Representation Learning via Automatic Mixup
  29 Sep 2021 0 repositories listed
• Improving Out-of-Distribution Robustness of Classifiers Through Interpolated Generative Models
  29 Sep 2021 0 repositories listed
• Iterative Bilinear Temporal-Spectral Fusion for Unsupervised Representation Learning in Time Series
  29 Sep 2021 0 repositories listed
• Latent Feature Disentanglement For Visual Domain Generalization
  29 Sep 2021 0 repositories listed
• Learnability and Expressiveness in Self-Supervised Learning
  29 Sep 2021 0 repositories listed
• Mistake-driven Image Classification with FastGAN and SpinalNet
  29 Sep 2021 0 repositories listed
• Momentum as Variance-Reduced Stochastic Gradient
  29 Sep 2021 0 repositories listed
• Multi-Task Distribution Learning
  29 Sep 2021 0 repositories listed
• Neuro-Symbolic Ontology-Mediated Query Answering
  29 Sep 2021 0 repositories listed
• Noisy Adversarial Training
  29 Sep 2021 0 repositories listed
• Piecing and Chipping: An effective solution for the information-erasing view generation in Self-supervised Learning
  29 Sep 2021 0 repositories listed
• Sample-specific and Context-aware Augmentation for Long Tail Image Classification
  29 Sep 2021 0 repositories listed
• Segmentation of Roads in Satellite Images using specially modified U-Net CNNs
  29 Sep 2021 0 repositories listed
• Self-supervised Learning for Sequential Recommendation with Model Augmentation
  29 Sep 2021 0 repositories listed
• Self-Supervised Learning of Motion-Informed Latents
  29 Sep 2021 0 repositories listed
• SketchODE: Learning neural sketch representation in continuous time
  29 Sep 2021 0 repositories listed
• SynCLR: A Synthesis Framework for Contrastive Learning of out-of-domain Speech Representations
  29 Sep 2021 0 repositories listed
• Theoretical Analysis of Consistency Regularization with Limited Augmented Data
  29 Sep 2021 0 repositories listed
• Towards Robust Point Cloud Models with Context-Consistency Network and Adaptive Augmentation
  29 Sep 2021 0 repositories listed
• Understanding Overfitting in Reweighting Algorithms for Worst-group Performance
  29 Sep 2021 0 repositories listed
• Understanding the Generalization Gap in Visual Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Understanding the Success of Knowledge Distillation -- A Data Augmentation Perspective
  29 Sep 2021 0 repositories listed
• Vicinal Counting Networks
  29 Sep 2021 0 repositories listed
• What Makes Better Augmentation Strategies? Augment Difficult but Not too Different
  29 Sep 2021 0 repositories listed
• Where is the bottleneck in long-tailed classification?
  29 Sep 2021 0 repositories listed
• Who Is Your Right Mixup Partner in Positive and Unlabeled Learning
  29 Sep 2021 0 repositories listed
• Learning Background Invariance Improves Generalization and Robustness in Self-Supervised Learning on ImageNet and Beyond
  28 Sep 2021 0 repositories listed
• Prediction of the Facial Growth Direction is Challenging
  28 Sep 2021 0 repositories listed
• A novel network training approach for open set image recognition
  27 Sep 2021 0 repositories listed
• Layer-Parallel Training of Residual Networks with Auxiliary Variables
  27 Sep 2021 0 repositories listed
• DAMix: A Density-Aware Mixup Augmentation for Single Image Dehazing under Domain Shift
  26 Sep 2021 0 repositories listed
• A Diversity-Enhanced and Constraints-Relaxed Augmentation for Low-Resource Classification
  24 Sep 2021 0 repositories listed
• Dense Contrastive Visual-Linguistic Pretraining
  24 Sep 2021 0 repositories listed
• Unsupervised Cross-Modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble
  24 Sep 2021 0 repositories listed
• ChannelAugment: Improving generalization of multi-channel ASR by training with input channel randomization
  23 Sep 2021 0 repositories listed
• Distiller: A Systematic Study of Model Distillation Methods in Natural Language Processing
  23 Sep 2021 0 repositories listed
• Multi-view Contrastive Self-Supervised Learning of Accounting Data Representations for Downstream Audit Tasks
  23 Sep 2021 0 repositories listed
• Benchmarking Augmentation Methods for Learning Robust Navigation Agents: the Winning Entry of the 2021 iGibson Challenge
  22 Sep 2021 0 repositories listed
• An Ultra-Fast Method for Simulation of Realistic Ultrasound Images
  21 Sep 2021 0 repositories listed
• Demonstration-Efficient Guided Policy Search via Imitation of Robust Tube MPC
  21 Sep 2021 0 repositories listed
• Digital Signal Processing Using Deep Neural Networks
  21 Sep 2021 0 repositories listed
• Single Person Pose Estimation: A Survey
  21 Sep 2021 0 repositories listed
• A2Log: Attentive Augmented Log Anomaly Detection
  20 Sep 2021 0 repositories listed
• Data Augmentation Methods for Anaphoric Zero Pronouns
  20 Sep 2021 0 repositories listed
• Dynamic Gesture Recognition
  20 Sep 2021 0 repositories listed
• Towards Zero-Label Language Learning
  19 Sep 2021 0 repositories listed
• Hybrid Data Augmentation and Deep Attention-based Dilated Convolutional-Recurrent Neural Networks for Speech Emotion Recognition
  18 Sep 2021 0 repositories listed
• Digging Errors in NMT: Evaluating and Understanding Model Errors from Hypothesis Distribution
  17 Sep 2021 0 repositories listed
• Draft, Command, and Edit: Controllable Text Editing in E-Commerce
  17 Sep 2021 0 repositories listed
• FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning
  17 Sep 2021 0 repositories listed
• Mitigating Data Scarceness through Data Synthesis, Augmentation and Curriculum for Abstractive Summarization
  17 Sep 2021 0 repositories listed
• Neural Network Based Lidar Gesture Recognition for Realtime Robot Teleoperation
  17 Sep 2021 0 repositories listed
• Primary Tumor and Inter-Organ Augmentations for Supervised Lymph Node Colon Adenocarcinoma Metastasis Detection
  17 Sep 2021 0 repositories listed
• Semi-Supervised Few-Shot Intent Classification and Slot Filling
  17 Sep 2021 0 repositories listed
• The JHU-Microsoft Submission for WMT21 Quality Estimation Shared Task
  17 Sep 2021 0 repositories listed
• PDAugment: Data Augmentation by Pitch and Duration Adjustments for Automatic Lyrics Transcription
  16 Sep 2021 0 repositories listed
• BERT is Robust! A Case Against Synonym-Based Adversarial Examples in Text Classification
  15 Sep 2021 0 repositories listed
• Federated Contrastive Learning for Decentralized Unlabeled Medical Images
  15 Sep 2021 0 repositories listed
• A Three Step Training Approach with Data Augmentation for Morphological Inflection
  14 Sep 2021 0 repositories listed
• Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data
  14 Sep 2021 0 repositories listed
• Adversarial Bone Length Attack on Action Recognition
  13 Sep 2021 0 repositories listed
• Contrastive Learning for Context-aware Neural Machine TranslationUsing Coreference Information
  13 Sep 2021 0 repositories listed
• DHA: End-to-End Joint Optimization of Data Augmentation Policy, Hyper-parameter and Architecture
  13 Sep 2021 0 repositories listed
• Fine-Grained Few Shot Learning with Foreground Object Transformation
  13 Sep 2021 0 repositories listed
• Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network
  12 Sep 2021 0 repositories listed
• Good-Enough Example Extrapolation
  12 Sep 2021 0 repositories listed
• Stylistic Retrieval-based Dialogue System with Unparallel Training Data
  12 Sep 2021 0 repositories listed
• Conditional Generation of Synthetic Geospatial Images from Pixel-level and Feature-level Inputs
  11 Sep 2021 0 repositories listed
• HintedBT: Augmenting Back-Translation with Quality and Transliteration Hints
  9 Sep 2021 0 repositories listed
• SanitAIs: Unsupervised Data Augmentation to Sanitize Trojaned Neural Networks
  9 Sep 2021 0 repositories listed
• Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data
  9 Sep 2021 0 repositories listed
• CRNNTL: convolutional recurrent neural network and transfer learning for QSAR modelling
  7 Sep 2021 0 repositories listed
• GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition
  7 Sep 2021 0 repositories listed
• Generatively Augmented Neural Network Watchdog for Image Classification Networks
  7 Sep 2021 0 repositories listed
• Self-supervised Tumor Segmentation through Layer Decomposition
  7 Sep 2021 0 repositories listed
• Evaluation of Convolutional Neural Networks for COVID-19 Classification on Chest X-Rays
  6 Sep 2021 0 repositories listed
• Deep Person Generation: A Survey from the Perspective of Face, Pose and Cloth Synthesis
  5 Sep 2021 0 repositories listed
• Sensor Data Augmentation by Resampling for Contrastive Learning in Human Activity Recognition
  5 Sep 2021 0 repositories listed
• Robust Mitosis Detection Using a Cascade Mask-RCNN Approach With Domain-Specific Residual Cycle-GAN Data Augmentation
  4 Sep 2021 0 repositories listed
• Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case
  4 Sep 2021 0 repositories listed
• Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding
  3 Sep 2021 0 repositories listed
• Generative Models for Multi-Illumination Color Constancy
  2 Sep 2021 0 repositories listed
• MitoDet: Simple and robust mitosis detection
  2 Sep 2021 0 repositories listed
• Rotation Invariance and Extensive Data Augmentation: a strategy for the Mitosis Domain Generalization (MIDOG) Challenge
  2 Sep 2021 0 repositories listed
• Application of Deep Learning Methods to SNOMED CT Encoding of Clinical Texts: From Data Collection to Extreme Multi-Label Text-Based Classification
  1 Sep 2021 0 repositories listed
• Application of Mix-Up Method in Document Classification Task Using BERT
  1 Sep 2021 0 repositories listed
• Domain Adaptive Cascade R-CNN for MItosis DOmain Generalization (MIDOG) Challenge
  1 Sep 2021 0 repositories listed
• Detecting Mitosis against Domain Shift using a Fused Detector and Deep Ensemble Classification Model for MIDOG Challenge
  31 Aug 2021 0 repositories listed
• Maximum F1-score training for end-to-end mispronunciation detection and diagnosis of L2 English speech
  31 Aug 2021 0 repositories listed