Browse State-of-the-Art › Data Augmentation › Papers, page 60

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 60 of 84: papers 5,901 to 6,000 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.

• Marvolo: Programmatic Data Augmentation for Practical ML-Driven Malware Detection
  7 Jun 2022 0 repositories listed
• Global Mixup: Eliminating Ambiguity with Clustering
  6 Jun 2022 0 repositories listed
• Mixed Graph Contrastive Network for Semi-Supervised Node Classification
  6 Jun 2022 0 repositories listed
• Stacked unsupervised learning with a network architecture found by supervised meta-learning
  6 Jun 2022 0 repositories listed
• AugLoss: A Robust Augmentation-based Fine Tuning Methodology
  5 Jun 2022 0 repositories listed
• Adversarial Unlearning: Reducing Confidence Along Adversarial Directions
  3 Jun 2022 0 repositories listed
• YOLOv5s-GTB: light-weighted and improved YOLOv5s for bridge crack detection
  3 Jun 2022 0 repositories listed
• Long-tailed Recognition by Learning from Latent Categories
  2 Jun 2022 0 repositories listed
• A First Attempt at Unreliable News Detection in Swedish
  1 Jun 2022 0 repositories listed
• Ancient Chinese Word Segmentation and Part-of-Speech Tagging Using Data Augmentation
  1 Jun 2022 0 repositories listed
• Automatic Gloss-level Data Augmentation for Sign Language Translation
  1 Jun 2022 0 repositories listed
• Data Augmentation for Low-resource Word Segmentation and POS Tagging of Ancient Chinese Texts
  1 Jun 2022 0 repositories listed
• Data Augmentation for the Post-Stroke Speech Transcription (PSST) Challenge: Sometimes Less Is More
  1 Jun 2022 0 repositories listed
• Data Expansion Using WordNet-based Semantic Expansion and Word Disambiguation for Cyberbullying Detection
  1 Jun 2022 0 repositories listed
• Effectiveness of Data Augmentation and Pretraining for Improving Neural Headline Generation in Low-Resource Settings
  1 Jun 2022 0 repositories listed
• Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning
  1 Jun 2022 0 repositories listed
• eRock at Qur’an QA 2022: Contemporary Deep Neural Networks for Qur’an based Reading Comprehension Question Answers
  1 Jun 2022 0 repositories listed
• Examining the Effects of Language-and-Vision Data Augmentation for Generation of Descriptions of Human Faces
  1 Jun 2022 0 repositories listed
• Exploring Data Augmentation Strategies for Hate Speech Detection in Roman Urdu
  1 Jun 2022 0 repositories listed
• Exploring Text Recombination for Automatic Narrative Level Detection
  1 Jun 2022 0 repositories listed
• Fine-tuning of Convolutional Neural Networks for the Recognition of Facial Expressions in Sign Language Video Samples
  1 Jun 2022 0 repositories listed
• Glyph Features Matter: A Multimodal Solution for EvaHan in LT4HALA2022
  1 Jun 2022 0 repositories listed
• LuxemBERT: Simple and Practical Data Augmentation in Language Model Pre-Training for Luxembourgish
  1 Jun 2022 0 repositories listed
• Mitigating Dataset Artifacts in Natural Language Inference Through Automatic Contextual Data Augmentation and Learning Optimization
  1 Jun 2022 0 repositories listed
• Order-sensitive Shapley Values for Evaluating Conceptual Soundness of NLP Models
  1 Jun 2022 0 repositories listed
• Point-Teaching: Weakly Semi-Supervised Object Detection with Point Annotations
  1 Jun 2022 0 repositories listed
• Self-supervised Learning for Label Sparsity in Computational Drug Repositioning
  1 Jun 2022 0 repositories listed
• Speech Data Augmentation for Improving Phoneme Transcriptions of Aphasic Speech Using Wav2Vec 2.0 for the PSST Challenge
  1 Jun 2022 0 repositories listed
• Towards Generalisable Audio Representations for Audio-Visual Navigation
  1 Jun 2022 0 repositories listed
• A Multi-level Supervised Contrastive Learning Framework for Low-Resource Natural Language Inference
  31 May 2022 0 repositories listed
• Adversarial synthesis based data-augmentation for code-switched spoken language identification
  30 May 2022 0 repositories listed
• Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems
  30 May 2022 0 repositories listed
• A General Multiple Data Augmentation Based Framework for Training Deep Neural Networks
  29 May 2022 0 repositories listed
• Graph Structure Based Data Augmentation Method
  29 May 2022 0 repositories listed
• Saliency Map Based Data Augmentation
  29 May 2022 0 repositories listed
• How Tempering Fixes Data Augmentation in Bayesian Neural Networks
  27 May 2022 0 repositories listed
• Who is we? Disambiguating the referents of first person plural pronouns in parliamentary debates
  27 May 2022 0 repositories listed
• Leveraging Causal Inference for Explainable Automatic Program Repair
  26 May 2022 0 repositories listed
• Triangular Contrastive Learning on Molecular Graphs
  26 May 2022 0 repositories listed
• An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation
  25 May 2022 0 repositories listed
• Audio Data Augmentation for Acoustic-to-articulatory Speech Inversion using Bidirectional Gated RNNs
  25 May 2022 0 repositories listed
• Augmentation-induced Consistency Regularization for Classification
  25 May 2022 0 repositories listed
• Balancing Data through Data Augmentation Improves the Generality of Transfer Learning for Diabetic Retinopathy Classification
  25 May 2022 0 repositories listed
• Conditional set generation using Seq2seq models
  25 May 2022 0 repositories listed
• Counterfactual Data Augmentation improves Factuality of Abstractive Summarization
  25 May 2022 0 repositories listed
• Investigating Lexical Replacements for Arabic-English Code-Switched Data Augmentation
  25 May 2022 0 repositories listed
• Deep Learning-based automated classification of Chinese Speech Sound Disorders
  24 May 2022 0 repositories listed
• EventMix: An Efficient Augmentation Strategy for Event-Based Data
  24 May 2022 0 repositories listed
• Medical Scientific Table-to-Text Generation with Human-in-the-Loop under the Data Sparsity Constraint
  24 May 2022 0 repositories listed
• Robust 3D Object Detection in Cold Weather Conditions
  24 May 2022 0 repositories listed
• Data augmentation for efficient learning from parametric experts
  23 May 2022 0 repositories listed
• Learning to Ignore Adversarial Attacks
  23 May 2022 0 repositories listed
• CNNs Avoid Curse of Dimensionality by Learning on Patches
  22 May 2022 0 repositories listed
• Self-mentoring: a new deep learning pipeline to train a self-supervised U-net for few-shot learning of bio-artificial capsule segmentation
  22 May 2022 0 repositories listed
• Sleep Posture One-Shot Learning Framework Using Kinematic Data Augmentation: In-Silico and In-Vivo Case Studies
  22 May 2022 0 repositories listed
• Few-Shot Natural Language Inference Generation with PDD: Prompt and Dynamic Demonstration
  21 May 2022 0 repositories listed
• Producing Histopathology Phantom Images using Generative Adversarial Networks to improve Tumor Detection
  21 May 2022 0 repositories listed
• MSTRIQ: No Reference Image Quality Assessment Based on Swin Transformer with Multi-Stage Fusion
  20 May 2022 0 repositories listed
• Semi-self-supervised Automated ICD Coding
  20 May 2022 0 repositories listed
• Swapping Semantic Contents for Mixing Images
  20 May 2022 0 repositories listed
• Cross-lingual Inflection as a Data Augmentation Method for Parsing
  19 May 2022 0 repositories listed
• Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation
  19 May 2022 0 repositories listed
• The AI Mechanic: Acoustic Vehicle Characterization Neural Networks
  19 May 2022 0 repositories listed
• VNT-Net: Rotational Invariant Vector Neuron Transformers
  19 May 2022 0 repositories listed
• Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation
  18 May 2022 0 repositories listed
• Data Augmentation to Address Out-of-Vocabulary Problem in Low-Resource Sinhala-English Neural Machine Translation
  18 May 2022 0 repositories listed
• Financial Time Series Data Augmentation with Generative Adversarial Networks and Extended Intertemporal Return Plots
  18 May 2022 0 repositories listed
• RandoMix: A mixed sample data augmentation method with multiple mixed modes
  18 May 2022 0 repositories listed
• A Survey on Semantics in Automated Data Science
  16 May 2022 0 repositories listed
• Application of multilayer perceptron with data augmentation in nuclear physics
  16 May 2022 0 repositories listed
• Combating COVID-19 using Generative Adversarial Networks and Artificial Intelligence for Medical Images: A Scoping Review
  15 May 2022 0 repositories listed
• Corrosion Detection for Industrial Objects: From Multi-Sensor System to 5D Feature Space
  14 May 2022 0 repositories listed
• Improved Consistency Training for Semi-Supervised Sequence-to-Sequence ASR via Speech Chain Reconstruction and Self-Transcribing
  14 May 2022 0 repositories listed
• Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning
  14 May 2022 0 repositories listed
• Improving Astronomical Time-series Classification via Data Augmentation with Generative Adversarial Networks
  13 May 2022 0 repositories listed
• Personalized Adversarial Data Augmentation for Dysarthric and Elderly Speech Recognition
  13 May 2022 0 repositories listed
• How to Fine-tune Models with Few Samples: Update, Data Augmentation, and Test-time Augmentation
  13 May 2022 0 repositories listed
• Toward a Geometrical Understanding of Self-supervised Contrastive Learning
  13 May 2022 0 repositories listed
• Simple Contrastive Graph Clustering
  11 May 2022 0 repositories listed
• AdMix: A Mixed Sample Data Augmentation Method for Neural Machine Translation
  10 May 2022 0 repositories listed
• CoDo: Contrastive Learning with Downstream Background Invariance for Detection
  10 May 2022 0 repositories listed
• White-box Testing of NLP models with Mask Neuron Coverage
  10 May 2022 0 repositories listed
• Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning
  9 May 2022 0 repositories listed
• Data Augmentation with Paraphrase Generation and Entity Extraction for Multimodal Dialogue System
  9 May 2022 0 repositories listed
• Few-shot Mining of Naturally Occurring Inputs and Outputs
  9 May 2022 0 repositories listed
• How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations?
  9 May 2022 0 repositories listed
• Improving negation detection with negation-focused pre-training
  9 May 2022 0 repositories listed
• MixAugment & Mixup: Augmentation Methods for Facial Expression Recognition
  9 May 2022 0 repositories listed
• High-Resolution UAV Image Generation for Sorghum Panicle Detection
  8 May 2022 0 repositories listed
• Building Brains: Subvolume Recombination for Data Augmentation in Large Vessel Occlusion Detection
  5 May 2022 0 repositories listed
• M2R2: Missing-Modality Robust emotion Recognition framework with iterative data augmentation
  5 May 2022 0 repositories listed
• Neural Rendering in a Room: Amodal 3D Understanding and Free-Viewpoint Rendering for the Closed Scene Composed of Pre-Captured Objects
  5 May 2022 0 repositories listed
• Text Detection on Technical Drawings for the Digitization of Brown-field Processes
  5 May 2022 0 repositories listed
• GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification
  4 May 2022 0 repositories listed
• Assessing Dataset Bias in Computer Vision
  3 May 2022 0 repositories listed
• Effect of Random Histogram Equalization on Breast Calcification Analysis Using Deep Learning
  3 May 2022 0 repositories listed
• Assessing unconstrained surgical cuttings in VR using CNNs
  2 May 2022 0 repositories listed
• FastGCL: Fast Self-Supervised Learning on Graphs via Contrastive Neighborhood Aggregation
  2 May 2022 0 repositories listed
• Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion
  2 May 2022 0 repositories listed
• Augmentation Techniques Analysis with Removal of Class Imbalance Using PyTorch for Intel Scene Dataset
  1 May 2022 0 repositories listed