Browse State-of-the-Art › Data Augmentation › Papers, page 52

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 52 of 84: papers 5,101 to 5,200 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.

• A Recipe for Efficient SBIR Models: Combining Relative Triplet Loss with Batch Normalization and Knowledge Distillation
  30 May 2023 0 repositories listed
• Cross Encoding as Augmentation: Towards Effective Educational Text Classification
  30 May 2023 0 repositories listed
• Data Augmentation Methods of Dynamic Model Identification for Harbor Maneuvers using Feedforward Neural Network
  30 May 2023 0 repositories listed
• Simulation-Aided Deep Learning for Laser Ultrasonic Visualization Testing
  30 May 2023 0 repositories listed
• Extrinsic Factors Affecting the Accuracy of Biomedical NER
  29 May 2023 0 repositories listed
• On Counterfactual Data Augmentation Under Confounding
  29 May 2023 0 repositories listed
• Augmenting Character Designers Creativity Using Generative Adversarial Networks
  28 May 2023 0 repositories listed
• Spot keywords from very noisy and mixed speech
  28 May 2023 0 repositories listed
• Targeted Data Generation: Finding and Fixing Model Weaknesses
  28 May 2023 0 repositories listed
• Disambiguated Lexically Constrained Neural Machine Translation
  27 May 2023 0 repositories listed
• GIMM: InfoMin-Max for Automated Graph Contrastive Learning
  27 May 2023 0 repositories listed
• GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks
  26 May 2023 0 repositories listed
• Double Descent and Overfitting under Noisy Inputs and Distribution Shift for Linear Denoisers
  26 May 2023 0 repositories listed
• SQL-PaLM: Improved Large Language Model Adaptation for Text-to-SQL (extended)
  26 May 2023 0 repositories listed
• You Don't Have to Be Perfect to Be Amazing: Unveil the Utility of Synthetic Images
  25 May 2023 0 repositories listed
• Cross-lingual Data Augmentation for Document-grounded Dialog Systems in Low Resource Languages
  24 May 2023 0 repositories listed
• HARD: Hard Augmentations for Robust Distillation
  24 May 2023 0 repositories listed
• ICDAR 2023 Competition on Robust Layout Segmentation in Corporate Documents
  24 May 2023 0 repositories listed
• Iteratively Improving Speech Recognition and Voice Conversion
  24 May 2023 0 repositories listed
• Prompting Large Language Models for Counterfactual Generation: An Empirical Study
  24 May 2023 0 repositories listed
• SmartTrim: Adaptive Tokens and Attention Pruning for Efficient Vision-Language Models
  24 May 2023 0 repositories listed
• Conversational Recommendation as Retrieval: A Simple, Strong Baseline
  23 May 2023 0 repositories listed
• Enhancing Black-Box Few-Shot Text Classification with Prompt-Based Data Augmentation
  23 May 2023 0 repositories listed
• Siamese Masked Autoencoders
  23 May 2023 0 repositories listed
• Sorted Convolutional Network for Achieving Continuous Rotational Invariance
  23 May 2023 0 repositories listed
• ColMix -- A Simple Data Augmentation Framework to Improve Object Detector Performance and Robustness in Aerial Images
  22 May 2023 0 repositories listed
• Improving Classifier Robustness through Active Generation of Pairwise Counterfactuals
  22 May 2023 0 repositories listed
• Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation
  22 May 2023 0 repositories listed
• Phased Data Augmentation for Training a Likelihood-Based Generative Model with Limited Data
  22 May 2023 0 repositories listed
• Real-Aug: Realistic Scene Synthesis for LiDAR Augmentation in 3D Object Detection
  22 May 2023 0 repositories listed
• Revisiting Data Augmentation in Model Compression: An Empirical and Comprehensive Study
  22 May 2023 0 repositories listed
• Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks
  22 May 2023 0 repositories listed
• Statistical Guarantees of Group-Invariant GANs
  22 May 2023 0 repositories listed
• Text Generation with Speech Synthesis for ASR Data Augmentation
  22 May 2023 0 repositories listed
• Tokenized Graph Transformer with Neighborhood Augmentation for Node Classification in Large Graphs
  22 May 2023 0 repositories listed
• DualVC: Dual-mode Voice Conversion using Intra-model Knowledge Distillation and Hybrid Predictive Coding
  21 May 2023 0 repositories listed
• Understanding the Effect of Data Augmentation on Knowledge Distillation
  21 May 2023 0 repositories listed
• Boosting Crop Classification by Hierarchically Fusing Satellite, Rotational, and Contextual Data
  19 May 2023 0 repositories listed
• Enhancing Few-shot NER with Prompt Ordering based Data Augmentation
  19 May 2023 0 repositories listed
• PASTS: Progress-Aware Spatio-Temporal Transformer Speaker For Vision-and-Language Navigation
  19 May 2023 0 repositories listed
• Data Augmentation for Diverse Voice Conversion in Noisy Environments
  18 May 2023 0 repositories listed
• Inspecting the Geographical Representativeness of Images from Text-to-Image Models
  18 May 2023 0 repositories listed
• Sharpness & Shift-Aware Self-Supervised Learning
  17 May 2023 0 repositories listed
• Boosting Event Extraction with Denoised Structure-to-Text Augmentation
  16 May 2023 0 repositories listed
• Data Augmentation for Conflict and Duplicate Detection in Software Engineering Sentence Pairs
  16 May 2023 0 repositories listed
• AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning
  15 May 2023 0 repositories listed
• Exploiting Frequency Spectrum of Adversarial Images for General Robustness
  15 May 2023 0 repositories listed
• t-RAIN: Robust generalization under weather-aliasing label shift attacks
  15 May 2023 0 repositories listed
• Improving Small Language Models on PubMedQA via Generative Data Augmentation
  12 May 2023 0 repositories listed
• Subject-based Non-contrastive Self-Supervised Learning for ECG Signal Processing
  12 May 2023 0 repositories listed
• Uncertainty Estimation and Out-of-Distribution Detection for Deep Learning-Based Image Reconstruction using the Local Lipschitz
  12 May 2023 0 repositories listed
• Exploring Zero and Few-shot Techniques for Intent Classification
  11 May 2023 0 repositories listed
• Generation of Structurally Realistic Retinal Fundus Images with Diffusion Models
  11 May 2023 0 repositories listed
• Augmented Memory: Capitalizing on Experience Replay to Accelerate De Novo Molecular Design
  10 May 2023 0 repositories listed
• SPSQL: Step-by-step Parsing Based Framework for Text-to-SQL Generation
  10 May 2023 0 repositories listed
• Consistent Text Categorization using Data Augmentation in e-Commerce
  9 May 2023 0 repositories listed
• Hybrid Transformer and CNN Attention Network for Stereo Image Super-resolution
  9 May 2023 0 repositories listed
• Riesz networks: scale invariant neural networks in a single forward pass
  8 May 2023 0 repositories listed
• Clothes Grasping and Unfolding Based on RGB-D Semantic Segmentation
  5 May 2023 0 repositories listed
• Random Smoothing Regularization in Kernel Gradient Descent Learning
  5 May 2023 0 repositories listed
• Rescue Conversations from Dead-ends: Efficient Exploration for Task-oriented Dialogue Policy Optimization
  5 May 2023 0 repositories listed
• Real-Time Radiance Fields for Single-Image Portrait View Synthesis
  3 May 2023 0 repositories listed
• SeqAug: Sequential Feature Resampling as a modality agnostic augmentation method
  3 May 2023 0 repositories listed
• Visual Chain of Thought: Bridging Logical Gaps with Multimodal Infillings
  3 May 2023 0 repositories listed
• Estimating Input Coefficients for Regional Input-Output Tables Using Deep Learning with Mixup
  2 May 2023 0 repositories listed
• The Pipeline System of ASR and NLU with MLM-based Data Augmentation toward STOP Low-resource Challenge
  2 May 2023 0 repositories listed
• A Simplified Framework for Contrastive Learning for Node Representations
  1 May 2023 0 repositories listed
• MD-Manifold: A Medical-Distance-Based Representation Learning Approach for Medical Concept and Patient Representation
  30 Apr 2023 0 repositories listed
• Optimizing the AI Development Process by Providing the Best Support Environment
  29 Apr 2023 0 repositories listed
• Quality-agnostic Image Captioning to Safely Assist People with Vision Impairment
  28 Apr 2023 0 repositories listed
• Semi-Supervised RF Fingerprinting with Consistency-Based Regularization
  28 Apr 2023 0 repositories listed
• Adversarial Policy Optimization in Deep Reinforcement Learning
  27 Apr 2023 0 repositories listed
• Controllable Data Augmentation for Context-Dependent Text-to-SQL
  27 Apr 2023 0 repositories listed
• NAP at SemEval-2023 Task 3: Is Less Really More? (Back-)Translation as Data Augmentation Strategies for Detecting Persuasion Techniques
  27 Apr 2023 0 repositories listed
• ZeroShotDataAug: Generating and Augmenting Training Data with ChatGPT
  27 Apr 2023 0 repositories listed
• Exploiting CNNs for Semantic Segmentation with Pascal VOC
  26 Apr 2023 0 repositories listed
• Implicit Counterfactual Data Augmentation for Robust Learning
  26 Apr 2023 0 repositories listed
• Mixing Data Augmentation with Preserving Foreground Regions in Medical Image Segmentation
  26 Apr 2023 0 repositories listed
• NLP-LTU at SemEval-2023 Task 10: The Impact of Data Augmentation and Semi-Supervised Learning Techniques on Text Classification Performance on an Imbalanced Dataset
  25 Apr 2023 0 repositories listed
• Beyond the Prior Forgery Knowledge: Mining Critical Clues for General Face Forgery Detection
  24 Apr 2023 0 repositories listed
• Meta-tuning Loss Functions and Data Augmentation for Few-shot Object Detection
  24 Apr 2023 0 repositories listed
• Multi-cropping Contrastive Learning and Domain Consistency for Unsupervised Image-to-Image Translation
  24 Apr 2023 0 repositories listed
• Occlusion Robust 3D Human Pose Estimation with StridedPoseGraphFormer and Data Augmentation
  24 Apr 2023 0 repositories listed
• Predicting Pulmonary Hypertension by Electrocardiograms Using Machine Learning
  24 Apr 2023 0 repositories listed
• Vision Transformer for Efficient Chest X-ray and Gastrointestinal Image Classification
  23 Apr 2023 0 repositories listed
• Image retrieval outperforms diffusion models on data augmentation
  20 Apr 2023 0 repositories listed
• Enhancing object detection robustness: A synthetic and natural perturbation approach
  20 Apr 2023 0 repositories listed
• Is augmentation effective to improve prediction in imbalanced text datasets?
  20 Apr 2023 0 repositories listed
• Motion Artifacts Detection in Short-scan Dental CBCT Reconstructions
  20 Apr 2023 0 repositories listed
• Spiking-Fer: Spiking Neural Network for Facial Expression Recognition With Event Cameras
  20 Apr 2023 0 repositories listed
• Denoising Diffusion Medical Models
  19 Apr 2023 0 repositories listed
• MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning
  19 Apr 2023 0 repositories listed
• Dual-Granularity Contrastive Learning for Session-based Recommendation
  18 Apr 2023 0 repositories listed
• Synthetic Data from Diffusion Models Improves ImageNet Classification
  17 Apr 2023 0 repositories listed
• Transformer with Selective Shuffled Position Embedding and Key-Patch Exchange Strategy for Early Detection of Knee Osteoarthritis
  17 Apr 2023 0 repositories listed
• Few-shot Weakly-supervised Cybersecurity Anomaly Detection
  15 Apr 2023 0 repositories listed
• FSDNet-An efficient fire detection network for complex scenarios based on YOLOv3 and DenseNet
  15 Apr 2023 0 repositories listed
• Icospherical Chemical Objects (ICOs) allow for chemical data augmentation and maintain rotational, translation and permutation invariance
  15 Apr 2023 0 repositories listed
• 1-D Residual Convolutional Neural Network coupled with Data Augmentation and Regularization for the ICPHM 2023 Data Challenge
  14 Apr 2023 0 repositories listed
• Real-Time Helmet Violation Detection Using YOLOv5 and Ensemble Learning
  14 Apr 2023 0 repositories listed