Browse State-of-the-Art › Data Augmentation › Papers, page 53

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 53 of 84: papers 5,201 to 5,300 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.

• Task-oriented Document-Grounded Dialog Systems by HLTPR@RWTH for DSTC9 and DSTC10
  14 Apr 2023 0 repositories listed
• Real-Time Helmet Violation Detection in AI City Challenge 2023 with Genetic Algorithm-Enhanced YOLOv5
  13 Apr 2023 0 repositories listed
• How Will It Drape Like? Capturing Fabric Mechanics from Depth Images
  13 Apr 2023 0 repositories listed
• Understanding Overfitting in Adversarial Training via Kernel Regression
  13 Apr 2023 0 repositories listed
• Assessment Framework for Deepfake Detection in Real-world Situations
  12 Apr 2023 0 repositories listed
• Boosting long-term forecasting performance for continuous-time dynamic graph networks via data augmentation
  12 Apr 2023 0 repositories listed
• Few-shot Class-incremental Learning for Cross-domain Disease Classification
  12 Apr 2023 0 repositories listed
• Regularizing Contrastive Predictive Coding for Speech Applications
  12 Apr 2023 0 repositories listed
• An Efficient Transfer Learning-based Approach for Apple Leaf Disease Classification
  10 Apr 2023 0 repositories listed
• A Deep Learning Approach Towards Generating High-fidelity Diverse Synthetic Battery Datasets
  9 Apr 2023 0 repositories listed
• Embarrassingly Simple MixUp for Time-series
  9 Apr 2023 0 repositories listed
• Beyond Privacy: Navigating the Opportunities and Challenges of Synthetic Data
  7 Apr 2023 0 repositories listed
• Clutter Detection and Removal in 3D Scenes with View-Consistent Inpainting
  7 Apr 2023 0 repositories listed
• Leveraging GANs for data scarcity of COVID-19: Beyond the hype
  7 Apr 2023 0 repositories listed
• Noise-Robust Dense Retrieval via Contrastive Alignment Post Training
  6 Apr 2023 0 repositories listed
• Patch-aware Batch Normalization for Improving Cross-domain Robustness
  6 Apr 2023 0 repositories listed
• Robustmix: Improving Robustness by Regularizing the Frequency Bias of Deep Nets
  6 Apr 2023 0 repositories listed
• What makes a good data augmentation for few-shot unsupervised image anomaly detection?
  6 Apr 2023 0 repositories listed
• Adaptive Data Augmentation for Contrastive Learning
  5 Apr 2023 0 repositories listed
• DRAC: Diabetic Retinopathy Analysis Challenge with Ultra-Wide Optical Coherence Tomography Angiography Images
  5 Apr 2023 0 repositories listed
• Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound
  5 Apr 2023 0 repositories listed
• On the Impact of Voice Anonymization on Speech Diagnostic Applications: a Case Study on COVID-19 Detection
  5 Apr 2023 0 repositories listed
• Performance of Data Augmentation Methods for Brazilian Portuguese Text Classification
  5 Apr 2023 0 repositories listed
• Topology-Guided Multi-Class Cell Context Generation for Digital Pathology
  5 Apr 2023 0 repositories listed
• What Affects Learned Equivariance in Deep Image Recognition Models?
  5 Apr 2023 0 repositories listed
• A Unified Contrastive Transfer Framework with Propagation Structure for Boosting Low-Resource Rumor Detection
  4 Apr 2023 0 repositories listed
• On the Variance of Neural Network Training with respect to Test Sets and Distributions
  4 Apr 2023 0 repositories listed
• PartMix: Regularization Strategy to Learn Part Discovery for Visible-Infrared Person Re-identification
  4 Apr 2023 0 repositories listed
• Robustness Benchmark of Road User Trajectory Prediction Models for Automated Driving
  4 Apr 2023 0 repositories listed
• D-Score: A White-Box Diagnosis Score for CNNs Based on Mutation Operators
  3 Apr 2023 0 repositories listed
• Multi-Modal Representation Learning with Text-Driven Soft Masks
  3 Apr 2023 0 repositories listed
• Fair-CDA: Continuous and Directional Augmentation for Group Fairness
  1 Apr 2023 0 repositories listed
• Improving extreme weather events detection with light-weight neural networks
  31 Mar 2023 0 repositories listed
• No Place to Hide: Dual Deep Interaction Channel Network for Fake News Detection based on Data Augmentation
  31 Mar 2023 0 repositories listed
• FairGen: Towards Fair Graph Generation
  30 Mar 2023 0 repositories listed
• Synthesis of Mathematical programs from Natural Language Specifications
  30 Mar 2023 0 repositories listed
• Efficient Deep Learning of Robust, Adaptive Policies using Tube MPC-Guided Data Augmentation
  28 Mar 2023 0 repositories listed
• Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling
  27 Mar 2023 0 repositories listed
• Analyzing Effects of Mixed Sample Data Augmentation on Model Interpretability
  26 Mar 2023 0 repositories listed
• SASS: Data and Methods for Subject Aware Sentence Simplification
  26 Mar 2023 0 repositories listed
• Deep Augmentation: Self-Supervised Learning with Transformations in Activation Space
  25 Mar 2023 0 repositories listed
• DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling
  24 Mar 2023 0 repositories listed
• Large Language Models for Healthcare Data Augmentation: An Example on Patient-Trial Matching
  24 Mar 2023 0 repositories listed
• Benchmarking the Reliability of Post-training Quantization: a Particular Focus on Worst-case Performance
  23 Mar 2023 0 repositories listed
• Compositional Zero-Shot Domain Transfer with Text-to-Text Models
  23 Mar 2023 0 repositories listed
• On Domain-Specific Pre-Training for Effective Semantic Perception in Agricultural Robotics
  22 Mar 2023 0 repositories listed
• Selective Data Augmentation for Robust Speech Translation
  22 Mar 2023 0 repositories listed
• Towards Understanding the Generalization of Medical Text-to-SQL Models and Datasets
  22 Mar 2023 0 repositories listed
• Agave crop segmentation and maturity classification with deep learning data-centric strategies using very high-resolution satellite imagery
  21 Mar 2023 0 repositories listed
• Data Augmentation For Label Enhancement
  21 Mar 2023 0 repositories listed
• Cascading Hierarchical Networks with Multi-task Balanced Loss for Fine-grained hashing
  20 Mar 2023 0 repositories listed
• Relate auditory speech to EEG by shallow-deep attention-based network
  20 Mar 2023 0 repositories listed
• Less is More: Unsupervised Mask-guided Annotated CT Image Synthesis with Minimum Manual Segmentations
  19 Mar 2023 0 repositories listed
• Spatial-temporal Transformer for Affective Behavior Analysis
  19 Mar 2023 0 repositories listed
• 3D Data Augmentation for Driving Scenes on Camera
  18 Mar 2023 0 repositories listed
• Learning towards Selective Data Augmentation for Dialogue Generation
  17 Mar 2023 0 repositories listed
• Conditional Synthetic Food Image Generation
  16 Mar 2023 0 repositories listed
• Instance-Conditioned GAN Data Augmentation for Representation Learning
  16 Mar 2023 0 repositories listed
• Measuring Improvement of F₁-Scores in Detection of Self-Admitted Technical Debt
  16 Mar 2023 0 repositories listed
• Local Region Perception and Relationship Learning Combined with Feature Fusion for Facial Action Unit Detection
  15 Mar 2023 0 repositories listed
• The Benefits of Mixup for Feature Learning
  15 Mar 2023 0 repositories listed
• DualMix: Unleashing the Potential of Data Augmentation for Online Class-Incremental Learning
  14 Mar 2023 0 repositories listed
• Efficiently Training Vision Transformers on Structural MRI Scans for Alzheimer's Disease Detection
  14 Mar 2023 0 repositories listed
• RoCNet: 3D Robust Registration of Point-Clouds using Deep Learning
  14 Mar 2023 0 repositories listed
• Training Robust Spiking Neural Networks with ViewPoint Transform and SpatioTemporal Stretching
  14 Mar 2023 0 repositories listed
• Boosting Source Code Learning with Text-Oriented Data Augmentation: An Empirical Study
  13 Mar 2023 0 repositories listed
• Modality-Agnostic Debiasing for Single Domain Generalization
  13 Mar 2023 0 repositories listed
• Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network
  13 Mar 2023 0 repositories listed
• Visual-Policy Learning through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks
  13 Mar 2023 0 repositories listed
• PointPatchMix: Point Cloud Mixing with Patch Scoring
  12 Mar 2023 0 repositories listed
• Improving the Robustness of Deep Convolutional Neural Networks Through Feature Learning
  11 Mar 2023 0 repositories listed
• An Improved Data Augmentation Scheme for Model Predictive Control Policy Approximation
  9 Mar 2023 0 repositories listed
• Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment
  9 Mar 2023 0 repositories listed
• Kernel Regression with Infinite-Width Neural Networks on Millions of Examples
  9 Mar 2023 0 repositories listed
• Rethinking Range View Representation for LiDAR Segmentation
  9 Mar 2023 0 repositories listed
• Retinal Image Segmentation with Small Datasets
  9 Mar 2023 0 repositories listed
• Structural Similarity: When to Use Deep Generative Models on Imbalanced Image Dataset Augmentation
  8 Mar 2023 0 repositories listed
• A survey on automated detection and classification of acute leukemia and WBCs in microscopic blood cells
  7 Mar 2023 0 repositories listed
• On the Implicit Bias of Linear Equivariant Steerable Networks
  7 Mar 2023 0 repositories listed
• A Study of Augmentation Methods for Handwritten Stenography Recognition
  5 Mar 2023 0 repositories listed
• Effectiveness of Data Augmentation for Parameter Efficient Tuning with Limited Data
  5 Mar 2023 0 repositories listed
• IDA: Informed Domain Adaptive Semantic Segmentation
  5 Mar 2023 0 repositories listed
• WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks
  5 Mar 2023 0 repositories listed
• Bayesian CART models for insurance claims frequency
  3 Mar 2023 0 repositories listed
• Developing the Reliable Shallow Supervised Learning for Thermal Comfort using ASHRAE RP-884 and ASHRAE Global Thermal Comfort Database II
  3 Mar 2023 0 repositories listed
• Exploring Data Augmentation Methods on Social Media Corpora
  3 Mar 2023 0 repositories listed
• Lightweight, Uncertainty-Aware Conformalized Visual Odometry
  3 Mar 2023 0 repositories listed
• RePreM: Representation Pre-training with Masked Model for Reinforcement Learning
  3 Mar 2023 0 repositories listed
• Spoof Trace Disentanglement for generic face antispoofing
  3 Mar 2023 0 repositories listed
• Unproportional mosaicing
  3 Mar 2023 0 repositories listed
• A Data Augmentation Method and the Embedding Mechanism for Detection and Classification of Pulmonary Nodules on Small Samples
  2 Mar 2023 0 repositories listed
• A Vision for Semantically Enriched Data Science
  2 Mar 2023 0 repositories listed
• ArCL: Enhancing Contrastive Learning with Augmentation-Robust Representations
  2 Mar 2023 0 repositories listed
• Augmenting Medical Imaging: A Comprehensive Catalogue of 65 Techniques for Enhanced Data Analysis
  2 Mar 2023 0 repositories listed
• Evolutionary Augmentation Policy Optimization for Self-supervised Learning
  2 Mar 2023 0 repositories listed
• FAIR-Ensemble: When Fairness Naturally Emerges From Deep Ensembling
  1 Mar 2023 0 repositories listed
• Synthetic Cross-accent Data Augmentation for Automatic Speech Recognition
  1 Mar 2023 0 repositories listed
• Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation
  1 Mar 2023 0 repositories listed
• An Effective Crop-Paste Pipeline for Few-shot Object Detection
  28 Feb 2023 0 repositories listed
• Automatically Classifying Emotions based on Text: A Comparative Exploration of Different Datasets
  28 Feb 2023 0 repositories listed