Browse State-of-the-Art › Data Augmentation › Papers, page 54

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 54 of 84: papers 5,301 to 5,400 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.

• Improving Model Generalization by On-manifold Adversarial Augmentation in the Frequency Domain
  28 Feb 2023 0 repositories listed
• Joint Representations of Text and Knowledge Graphs for Retrieval and Evaluation
  28 Feb 2023 0 repositories listed
• A Comparison of Speech Data Augmentation Methods Using S3PRL Toolkit
  27 Feb 2023 0 repositories listed
• Spatial-temporal Transformer-guided Diffusion based Data Augmentation for Efficient Skeleton-based Action Recognition
  26 Feb 2023 0 repositories listed
• Deep Learning-based Multi-Organ CT Segmentation with Adversarial Data Augmentation
  25 Feb 2023 0 repositories listed
• Data Augmentation with GAN increases the Performance of Arrhythmia Classification for an Unbalanced Dataset
  24 Feb 2023 0 repositories listed
• Disease Severity Regression with Continuous Data Augmentation
  24 Feb 2023 0 repositories listed
• GraphSR: A Data Augmentation Algorithm for Imbalanced Node Classification
  24 Feb 2023 0 repositories listed
• Hybrid machine-learned homogenization: Bayesian data mining and convolutional neural networks
  24 Feb 2023 0 repositories listed
• Video4MRI: An Empirical Study on Brain Magnetic Resonance Image Analytics with CNN-based Video Classification Frameworks
  24 Feb 2023 0 repositories listed
• Contrastive Representation Learning for Acoustic Parameter Estimation
  22 Feb 2023 0 repositories listed
• Data Augmentation for Neural NLP
  22 Feb 2023 0 repositories listed
• Distilling Calibrated Student from an Uncalibrated Teacher
  22 Feb 2023 0 repositories listed
• DMMG: Dual Min-Max Games for Self-Supervised Skeleton-Based Action Recognition
  22 Feb 2023 0 repositories listed
• Improving Contextual Spelling Correction by External Acoustics Attention and Semantic Aware Data Augmentation
  22 Feb 2023 0 repositories listed
• What Are Effective Labels for Augmented Data? Improving Calibration and Robustness with AutoLabel
  22 Feb 2023 0 repositories listed
• Advancing Stuttering Detection via Data Augmentation, Class-Balanced Loss and Multi-Contextual Deep Learning
  21 Feb 2023 0 repositories listed
• Evaluating the effect of data augmentation and BALD heuristics on distillation of Semantic-KITTI dataset
  21 Feb 2023 0 repositories listed
• Spatio-Temporal Denoising Graph Autoencoders with Data Augmentation for Photovoltaic Timeseries Data Imputation
  21 Feb 2023 0 repositories listed
• JNDMix: JND-Based Data Augmentation for No-reference Image Quality Assessment
  20 Feb 2023 0 repositories listed
• Neural Algorithmic Reasoning with Causal Regularisation
  20 Feb 2023 0 repositories listed
• Pseudo Contrastive Learning for Graph-based Semi-supervised Learning
  19 Feb 2023 0 repositories listed
• VITAL: Vision Transformer Neural Networks for Accurate Smartphone Heterogeneity Resilient Indoor Localization
  18 Feb 2023 0 repositories listed
• A Review on Generative Adversarial Networks for Data Augmentation in Person Re-Identification Systems
  17 Feb 2023 0 repositories listed
• DA-VEGAN: Differentiably Augmenting VAE-GAN for microstructure reconstruction from extremely small data sets
  17 Feb 2023 0 repositories listed
• Gaussian-smoothed Imbalance Data Improves Speech Emotion Recognition
  17 Feb 2023 0 repositories listed
• Random Padding Data Augmentation
  17 Feb 2023 0 repositories listed
• Defect Transfer GAN: Diverse Defect Synthesis for Data Augmentation
  16 Feb 2023 0 repositories listed
• A lightweight network for photovoltaic cell defect detection in electroluminescence images based on neural architecture search and knowledge distillation
  15 Feb 2023 0 repositories listed
• Are labels informative in semi-supervised learning? -- Estimating and leveraging the missing-data mechanism
  15 Feb 2023 0 repositories listed
• Offline-to-Online Knowledge Distillation for Video Instance Segmentation
  15 Feb 2023 0 repositories listed
• Qualitative Data Augmentation for Performance Prediction in VLSI circuits
  15 Feb 2023 0 repositories listed
• Adding Instructions during Pretraining: Effective Way of Controlling Toxicity in Language Models
  14 Feb 2023 0 repositories listed
• BLIAM: Literature-based Data Synthesis for Synergistic Drug Combination Prediction
  14 Feb 2023 0 repositories listed
• Enhancing Model Performance in Multilingual Information Retrieval with Comprehensive Data Engineering Techniques
  14 Feb 2023 0 repositories listed
• Finetuning Is a Surprisingly Effective Domain Adaptation Baseline in Handwriting Recognition
  13 Feb 2023 0 repositories listed
• Joint Span Segmentation and Rhetorical Role Labeling with Data Augmentation for Legal Documents
  13 Feb 2023 0 repositories listed
• Counter-GAP: Counterfactual Bias Evaluation through Gendered Ambiguous Pronouns
  11 Feb 2023 0 repositories listed
• Cross-Corpora Spoken Language Identification with Domain Diversification and Generalization
  10 Feb 2023 0 repositories listed
• Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information
  10 Feb 2023 0 repositories listed
• Augmenting NLP data to counter Annotation Artifacts for NLI Tasks
  9 Feb 2023 0 repositories listed
• One-shot Visual Imitation via Attributed Waypoints and Demonstration Augmentation
  9 Feb 2023 0 repositories listed
• Data augmentation for machine learning of chemical process flowsheets
  7 Feb 2023 0 repositories listed
• IB-UQ: Information bottleneck based uncertainty quantification for neural function regression and neural operator learning
  7 Feb 2023 0 repositories listed
• Improving CT Image Segmentation Accuracy Using StyleGAN Driven Data Augmentation
  7 Feb 2023 0 repositories listed
• Industrial computed tomography based intelligent non-destructive testing method for power capacitor
  6 Feb 2023 0 repositories listed
• The SSL Interplay: Augmentations, Inductive Bias, and Generalization
  6 Feb 2023 0 repositories listed
• CIPER: Combining Invariant and Equivariant Representations Using Contrastive and Predictive Learning
  5 Feb 2023 0 repositories listed
• Latent Space Bayesian Optimization with Latent Data Augmentation for Enhanced Exploration
  5 Feb 2023 0 repositories listed
• MAC: A unified framework boosting low resource automatic speech recognition
  5 Feb 2023 0 repositories listed
• Interpolation for Robust Learning: Data Augmentation on Wasserstein Geodesics
  4 Feb 2023 0 repositories listed
• This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation
  4 Feb 2023 0 repositories listed
• Style Feature Extraction Using Contrastive Conditioned Variational Autoencoders with Mutual Information Constraints
  3 Feb 2023 0 repositories listed
• Deep COVID-19 Forecasting for Multiple States with Data Augmentation
  2 Feb 2023 0 repositories listed
• Domain Generalization Emerges from Dreaming
  2 Feb 2023 0 repositories listed
• Exploring Invariant Representation for Visible-Infrared Person Re-Identification
  2 Feb 2023 0 repositories listed
• How to choose "Good" Samples for Text Data Augmentation
  2 Feb 2023 0 repositories listed
• LesionAid: Vision Transformers-based Skin Lesion Generation and Classification
  2 Feb 2023 0 repositories listed
• A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction
  31 Jan 2023 0 repositories listed
• Rethinking Soft Label in Label Distribution Learning Perspective
  31 Jan 2023 0 repositories listed
• PointSmile: Point Self-supervised Learning via Curriculum Mutual Information
  30 Jan 2023 0 repositories listed
• PromptMix: Text-to-image diffusion models enhance the performance of lightweight networks
  30 Jan 2023 0 repositories listed
• Standardized CycleGAN training for unsupervised stain adaptation in invasive carcinoma classification for breast histopathology
  30 Jan 2023 0 repositories listed
• Long-Term Modeling of Financial Machine Learning for Active Portfolio Management
  29 Jan 2023 0 repositories listed
• The Influences of Color and Shape Features in Visual Contrastive Learning
  29 Jan 2023 0 repositories listed
• Towards Precise Model-free Robotic Grasping with Sim-to-Real Transfer Learning
  28 Jan 2023 0 repositories listed
• Enhancing Face Recognition with Latent Space Data Augmentation and Facial Posture Reconstruction
  27 Jan 2023 0 repositories listed
• Experimenting with an Evaluation Framework for Imbalanced Data Learning (EFIDL)
  26 Jan 2023 0 repositories listed
• A Data-Centric Approach for Improving Adversarial Training Through the Lens of Out-of-Distribution Detection
  25 Jan 2023 0 repositories listed
• A Study on FGSM Adversarial Training for Neural Retrieval
  25 Jan 2023 0 repositories listed
• CADA-GAN: Context-Aware GAN with Data Augmentation
  21 Jan 2023 0 repositories listed
• Data Augmentation for Modeling Human Personality: The Dexter Machine
  20 Jan 2023 0 repositories listed
• Language Agnostic Data-Driven Inverse Text Normalization
  20 Jan 2023 0 repositories listed
• NeRF in the Palm of Your Hand: Corrective Augmentation for Robotics via Novel-View Synthesis
  18 Jan 2023 0 repositories listed
• Reslicing Ultrasound Images for Data Augmentation and Vessel Reconstruction
  18 Jan 2023 0 repositories listed
• 1st Place Solution for ECCV 2022 OOD-CV Challenge Image Classification Track
  12 Jan 2023 0 repositories listed
• Diffusion-based Data Augmentation for Skin Disease Classification: Impact Across Original Medical Datasets to Fully Synthetic Images
  12 Jan 2023 0 repositories listed
• Switchable Lightweight Anti-symmetric Processing (SLAP) with CNN Outspeeds Data Augmentation by Smaller Sample -- Application in Gomoku Reinforcement Learning
  11 Jan 2023 0 repositories listed
• Benchmarking Robustness in Neural Radiance Fields
  10 Jan 2023 0 repositories listed
• Reservoir Prediction by Machine Learning Methods on The Well Data and Seismic Attributes for Complex Coastal Conditions
  9 Jan 2023 0 repositories listed
• CameraPose: Weakly-Supervised Monocular 3D Human Pose Estimation by Leveraging In-the-wild 2D Annotations
  8 Jan 2023 0 repositories listed
• SpeeChain: A Speech Toolkit for Large-Scale Machine Speech Chain
  8 Jan 2023 0 repositories listed
• Image Data Augmentation Approaches: A Comprehensive Survey and Future directions
  7 Jan 2023 0 repositories listed
• Multiclass Semantic Segmentation to Identify Anatomical Sub-Regions of Brain and Measure Neuronal Health in Parkinson's Disease
  7 Jan 2023 0 repositories listed
• Mask-then-Fill: A Flexible and Effective Data Augmentation Framework for Event Extraction
  6 Jan 2023 0 repositories listed
• TWR-MCAE: A Data Augmentation Method for Through-the-Wall Radar Human Motion Recognition
  6 Jan 2023 0 repositories listed
• HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding
  5 Jan 2023 0 repositories listed
• Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise
  3 Jan 2023 0 repositories listed
• Data Augmentation and Classification of Sea-Land Clutter for Over-the-Horizon Radar Using AC-VAEGAN
  3 Jan 2023 0 repositories listed
• Fine-Grained Hard Negative Mining: Generalizing Mitosis Detection with a Fifth of the MIDOG 2022 Dataset
  3 Jan 2023 0 repositories listed
• SIRL: Similarity-based Implicit Representation Learning
  2 Jan 2023 0 repositories listed
• BiasAdv: Bias-Adversarial Augmentation for Model Debiasing
  1 Jan 2023 0 repositories listed
• Center-aware Adversarial Augmentation for Single Domain Generalization
  1 Jan 2023 0 repositories listed
• Edges to Shapes to Concepts: Adversarial Augmentation for Robust Vision
  1 Jan 2023 0 repositories listed
• Markov Game Video Augmentation for Action Segmentation
  1 Jan 2023 0 repositories listed
• MetaMix: Towards Corruption-Robust Continual Learning With Temporally Self-Adaptive Data Transformation
  1 Jan 2023 0 repositories listed
• Neural Radiance Field with LiDAR maps
  1 Jan 2023 0 repositories listed
• ObjectStitch: Object Compositing With Diffusion Model
  1 Jan 2023 0 repositories listed
• Restoration of Hand-Drawn Architectural Drawings Using Latent Space Mapping With Degradation Generator
  1 Jan 2023 0 repositories listed
• Unsupervised Prompt Tuning for Text-Driven Object Detection
  1 Jan 2023 0 repositories listed