Browse State-of-the-Art › Data Augmentation › Papers, page 62

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 62 of 84: papers 6,101 to 6,200 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.

• Metropolis-Hastings Data Augmentation for Graph Neural Networks
  26 Mar 2022 0 repositories listed
• Impact of Dataset on Acoustic Models for Automatic Speech Recognition
  25 Mar 2022 0 repositories listed
• A Method of Data Augmentation to Train a Small Area Fingerprint Recognition Deep Neural Network with a Normal Fingerprint Database
  23 Mar 2022 0 repositories listed
• Prompt-based System for Personality and Interpersonal Reactivity Prediction
  23 Mar 2022 0 repositories listed
• Transformer-based Multimodal Information Fusion for Facial Expression Analysis
  23 Mar 2022 0 repositories listed
• A New Approach to Improve Learning-based Deepfake Detection in Realistic Conditions
  22 Mar 2022 0 repositories listed
• A Novel Framework for Assessment of Learning-based Detectors in Realistic Conditions with Application to Deepfake Detection
  22 Mar 2022 0 repositories listed
• Conditional Generative Data Augmentation for Clinical Audio Datasets
  22 Mar 2022 0 repositories listed
• Improving Neural Predictivity in the Visual Cortex with Gated Recurrent Connections
  22 Mar 2022 0 repositories listed
• Mask Usage Recognition using Vision Transformer with Transfer Learning and Data Augmentation
  22 Mar 2022 0 repositories listed
• WeSinger: Data-augmented Singing Voice Synthesis with Auxiliary Losses
  21 Mar 2022 0 repositories listed
• Partitioning Image Representation in Contrastive Learning
  20 Mar 2022 0 repositories listed
• Soft-CP: A Credible and Effective Data Augmentation for Semantic Segmentation of Medical Lesions
  20 Mar 2022 0 repositories listed
• A Novel Transparency Strategy-based Data Augmentation Approach for BI-RADS Classification of Mammograms
  20 Mar 2022 0 repositories listed
• Exploiting Cross Domain Acoustic-to-articulatory Inverted Features For Disordered Speech Recognition
  19 Mar 2022 0 repositories listed
• Practical Recommendations for Replay-based Continual Learning Methods
  19 Mar 2022 0 repositories listed
• Semi-Supervised Learning with Mutual Distillation for Monocular Depth Estimation
  18 Mar 2022 0 repositories listed
• SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning
  18 Mar 2022 0 repositories listed
• A Squeeze-and-Excitation and Transformer based Cross-task System for Environmental Sound Recognition
  16 Mar 2022 0 repositories listed
• Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation
  16 Mar 2022 0 repositories listed
• What Do Adversarially trained Neural Networks Focus: A Fourier Domain-based Study
  16 Mar 2022 0 repositories listed
• Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification
  15 Mar 2022 0 repositories listed
• Better Quality Estimation for Low Resource Corpus Mining
  15 Mar 2022 0 repositories listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Can Synthetic Translations Improve Bitext Quality?
  15 Mar 2022 0 repositories listed
• Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness
  15 Mar 2022 0 repositories listed
• Multigrid-augmented deep learning preconditioners for the Helmholtz equation
  14 Mar 2022 0 repositories listed
• On the Calibration of Pre-trained Language Models using Mixup Guided by Area Under the Margin and Saliency
  14 Mar 2022 0 repositories listed
• CEKD:Cross Ensemble Knowledge Distillation for Augmented Fine-grained Data
  13 Mar 2022 0 repositories listed
• Revisiting Deep Semi-supervised Learning: An Empirical Distribution Alignment Framework and Its Generalization Bound
  13 Mar 2022 0 repositories listed
• Spectral Modification Based Data Augmentation For Improving End-to-End ASR For Children's Speech
  13 Mar 2022 0 repositories listed
• MDT-Net: Multi-domain Transfer by Perceptual Supervision for Unpaired Images in OCT Scan
  12 Mar 2022 0 repositories listed
• A Survey of Surface Defect Detection of Industrial Products Based on A Small Number of Labeled Data
  11 Mar 2022 0 repositories listed
• A survey of underwater acoustic data classification methods using deep learning for shoreline surveillance
  11 Mar 2022 0 repositories listed
• GSDA: Generative Adversarial Network-based Semi-Supervised Data Augmentation for Ultrasound Image Classification
  11 Mar 2022 0 repositories listed
• Spatial Consistency Loss for Training Multi-Label Classifiers from Single-Label Annotations
  11 Mar 2022 0 repositories listed
• Breaking the Curse of Dimensionality in Multiagent State Space: A Unified Agent Permutation Framework
  10 Mar 2022 0 repositories listed
• ReF -- Rotation Equivariant Features for Local Feature Matching
  10 Mar 2022 0 repositories listed
• Deep Convolutional Neural Network for Roadway Incident Surveillance Using Audio Data
  9 Mar 2022 0 repositories listed
• Data augmentation with mixtures of max-entropy transformations for filling-level classification
  8 Mar 2022 0 repositories listed
• Towards Efficient Data-Centric Robust Machine Learning with Noise-based Augmentation
  8 Mar 2022 0 repositories listed
• Towards Generalized Models for Task-oriented Dialogue Modeling on Spoken Conversations
  8 Mar 2022 0 repositories listed
• A study on joint modeling and data augmentation of multi-modalities for audio-visual scene classification
  7 Mar 2022 0 repositories listed
• An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions
  7 Mar 2022 0 repositories listed
• Non-equilibrium molecular geometries in graph neural networks
  7 Mar 2022 0 repositories listed
• Regularising for invariance to data augmentation improves supervised learning
  7 Mar 2022 0 repositories listed
• Exploration of Various Deep Learning Models for Increased Accuracy in Automatic Polyp Detection
  4 Mar 2022 0 repositories listed
• Data Augmentation as Feature Manipulation
  3 Mar 2022 0 repositories listed
• Intelligent Crack Detection and Quantification in the Concrete Bridge: A Deep Learning-Assisted Image Processing Approach
  3 Mar 2022 0 repositories listed
• Robustness and Adaptation to Hidden Factors of Variation
  3 Mar 2022 0 repositories listed
• The Vicomtech Audio Deepfake Detection System based on Wav2Vec2 for the 2022 ADD Challenge
  3 Mar 2022 0 repositories listed
• Improving Generalization of Deep Networks for Estimating Physical Properties of Containers and Fillings
  2 Mar 2022 0 repositories listed
• Enhanced Image Reconstruction From Quarter Sampling Measurements Using An Adapted Very Deep Super Resolution Network
  1 Mar 2022 0 repositories listed
• Improving Non-native Word-level Pronunciation Scoring with Phone-level Mixup Data Augmentation and Multi-source Information
  1 Mar 2022 0 repositories listed
• A Standardized Pipeline for Colon Nuclei Identification and Counting Challenge
  1 Mar 2022 0 repositories listed
• Robots Autonomously Detecting People: A Multimodal Deep Contrastive Learning Method Robust to Intraclass Variations
  1 Mar 2022 0 repositories listed
• Understanding the Challenges When 3D Semantic Segmentation Faces Class Imbalanced and OOD Data
  1 Mar 2022 0 repositories listed
• Background Mixup Data Augmentation for Hand and Object-in-Contact Detection
  28 Feb 2022 0 repositories listed
• Interactive Machine Learning for Image Captioning
  28 Feb 2022 0 repositories listed
• Towards A Device-Independent Deep Learning Approach for the Automated Segmentation of Sonographic Fetal Brain Structures: A Multi-Center and Multi-Device Validation
  28 Feb 2022 0 repositories listed
• Using Multi-scale SwinTransformer-HTC with Data augmentation in CoNIC Challenge
  28 Feb 2022 0 repositories listed
• An Improved Deep Learning Approach For Product Recognition on Racks in Retail Stores
  26 Feb 2022 0 repositories listed
• Automated Data Augmentations for Graph Classification
  26 Feb 2022 0 repositories listed
• Identifying charge density and dielectric environment of graphene using Raman spectroscopy and deep learning
  25 Feb 2022 0 repositories listed
• OptGAN: Optimizing and Interpreting the Latent Space of the Conditional Text-to-Image GANs
  25 Feb 2022 0 repositories listed
• Fourier-Based Augmentations for Improved Robustness and Uncertainty Calibration
  24 Feb 2022 0 repositories listed
• Interpolation-based Contrastive Learning for Few-Label Semi-Supervised Learning
  24 Feb 2022 0 repositories listed
• Sample Efficiency of Data Augmentation Consistency Regularization
  24 Feb 2022 0 repositories listed
• Contrastive-mixup learning for improved speaker verification
  22 Feb 2022 0 repositories listed
• Generating Synthetic Mobility Networks with Generative Adversarial Networks
  22 Feb 2022 0 repositories listed
• Semi-Supervised Learning and Data Augmentation in Wearable-based Momentary Stress Detection in the Wild
  22 Feb 2022 0 repositories listed
• A new data augmentation method for intent classification enhancement and its application on spoken conversation datasets
  21 Feb 2022 0 repositories listed
• CROMOSim: A Deep Learning-based Cross-modality Inertial Measurement Simulator
  21 Feb 2022 0 repositories listed
• Items from Psychometric Tests as Training Data for Personality Profiling Models of Twitter Users
  21 Feb 2022 0 repositories listed
• NetSentry: A Deep Learning Approach to Detecting Incipient Large-scale Network Attacks
  20 Feb 2022 0 repositories listed
• LPC Augment: An LPC-Based ASR Data Augmentation Algorithm for Low and Zero-Resource Children's Dialects
  19 Feb 2022 0 repositories listed
• A Data-Augmentation Is Worth A Thousand Samples: Exact Quantification From Analytical Augmented Sample Moments
  16 Feb 2022 0 repositories listed
• Meta Knowledge Distillation
  16 Feb 2022 0 repositories listed
• Multimodal Emotion Recognition using Transfer Learning from Speaker Recognition and BERT-based models
  16 Feb 2022 0 repositories listed
• A Theory of PAC Learnability under Transformation Invariances
  15 Feb 2022 0 repositories listed
• Multi-style Training for South African Call Centre Audio
  15 Feb 2022 0 repositories listed
• Context-Preserving Instance-Level Augmentation and Deformable Convolution Networks for SAR Ship Detection
  14 Feb 2022 0 repositories listed
• A Data Augmentation Method for Fully Automatic Brain Tumor Segmentation
  13 Feb 2022 0 repositories listed
• Distribution augmentation for low-resource expressive text-to-speech
  13 Feb 2022 0 repositories listed
• LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition
  13 Feb 2022 0 repositories listed
• Audio Defect Detection in Music with Deep Networks
  11 Feb 2022 0 repositories listed
• FrAUG: A Frame Rate Based Data Augmentation Method for Depression Detection from Speech Signals
  11 Feb 2022 0 repositories listed
• HaT5: Hate Language Identification using Text-to-Text Transfer Transformer
  11 Feb 2022 0 repositories listed
• Fast Adversarial Training with Noise Augmentation: A Unified Perspective on RandStart and GradAlign
  11 Feb 2022 0 repositories listed
• A Deep Learning Approach for Digital Color Reconstruction of Lenticular Films
  10 Feb 2022 0 repositories listed
• Adults as Augmentations for Children in Facial Emotion Recognition with Contrastive Learning
  10 Feb 2022 0 repositories listed
• Cross-speaker style transfer for text-to-speech using data augmentation
  10 Feb 2022 0 repositories listed
• Feature-level augmentation to improve robustness of deep neural networks to affine transformations
  10 Feb 2022 0 repositories listed
• A multiscale spatiotemporal approach for smallholder irrigation detection
  9 Feb 2022 0 repositories listed
• Fault Detection and Diagnosis with Imbalanced and Noisy Data: A Hybrid Framework for Rotating Machinery
  9 Feb 2022 0 repositories listed
• Social Media as an Instant Source of Feedback on Water Quality
  9 Feb 2022 0 repositories listed
• The Volcspeech system for the ICASSP 2022 multi-channel multi-party meeting transcription challenge
  9 Feb 2022 0 repositories listed
• Field-of-View IoU for Object Detection in 360° Images
  7 Feb 2022 0 repositories listed
• Maximizing Audio Event Detection Model Performance on Small Datasets Through Knowledge Transfer, Data Augmentation, And Pretraining: An Ablation Study
  7 Feb 2022 0 repositories listed
• Multi-modal data generation with a deep metric variational autoencoder
  7 Feb 2022 0 repositories listed
• SODA: Self-organizing data augmentation in deep neural networks -- Application to biomedical image segmentation tasks
  7 Feb 2022 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.