Browse State-of-the-Art › Data Augmentation › Papers, page 57

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 57 of 84: papers 5,601 to 5,700 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.

• CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing
  13 Oct 2022 0 repositories listed
• Contrastive Psudo-supervised Classification for Intra-Pulse Modulation of Radar Emitter Signals Using data augmentation
  13 Oct 2022 0 repositories listed
• Deepfake Detection System for the ADD Challenge Track 3.2 Based on Score Fusion
  13 Oct 2022 0 repositories listed
• Exploiting Mixed Unlabeled Data for Detecting Samples of Seen and Unseen Out-of-Distribution Classes
  13 Oct 2022 0 repositories listed
• LEAVES: Learning Views for Time-Series Data in Contrastive Learning
  13 Oct 2022 0 repositories listed
• A multi-category inverse design neural network and its application to diblock copolymers
  12 Oct 2022 0 repositories listed
• Common Corruption Robustness of Point Cloud Detectors: Benchmark and Enhancement
  12 Oct 2022 0 repositories listed
• DATScore: Evaluating Translation with Data Augmented Translations
  12 Oct 2022 0 repositories listed
• Improved Data Augmentation for Translation Suggestion
  12 Oct 2022 0 repositories listed
• Checks and Strategies for Enabling Code-Switched Machine Translation
  11 Oct 2022 0 repositories listed
• Deep Spectro-temporal Artifacts for Detecting Synthesized Speech
  11 Oct 2022 0 repositories listed
• Improving Sample Efficiency of Deep Learning Models in Electricity Market
  11 Oct 2022 0 repositories listed
• A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing
  10 Oct 2022 0 repositories listed
• Domain-guided data augmentation for deep learning on medical imaging
  10 Oct 2022 0 repositories listed
• Everything is Varied: The Surprising Impact of Individual Variation on ML Robustness in Medicine
  10 Oct 2022 0 repositories listed
• Metaphorical Paraphrase Generation: Feeding Metaphorical Language Models with Literal Texts
  10 Oct 2022 0 repositories listed
• Evaluating the Performance of StyleGAN2-ADA on Medical Images
  7 Oct 2022 0 repositories listed
• In What Ways Are Deep Neural Networks Invariant and How Should We Measure This?
  7 Oct 2022 0 repositories listed
• SAICL: Student Modelling with Interaction-level Auxiliary Contrastive Tasks for Knowledge Tracing and Dropout Prediction
  7 Oct 2022 0 repositories listed
• Trustworthiness of Laser-Induced Breakdown Spectroscopy Predictions via Simulation-based Synthetic Data Augmentation and Multitask Learning
  7 Oct 2022 0 repositories listed
• Data-driven Approaches to Surrogate Machine Learning Model Development
  6 Oct 2022 0 repositories listed
• GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks
  5 Oct 2022 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• TC-SKNet with GridMask for Low-complexity Classification of Acoustic scene
  5 Oct 2022 0 repositories listed
• Adaptively Weighted Data Augmentation Consistency Regularization for Robust Optimization under Concept Shift
  4 Oct 2022 0 repositories listed
• Code-Switching without Switching: Language Agnostic End-to-End Speech Translation
  4 Oct 2022 0 repositories listed
• Nuisances via Negativa: Adjusting for Spurious Correlations via Data Augmentation
  4 Oct 2022 0 repositories listed
• MultiLoad-GAN: A GAN-Based Synthetic Load Group Generation Method Considering Spatial-Temporal Correlations
  3 Oct 2022 0 repositories listed
• Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems
  3 Oct 2022 0 repositories listed
• Addressing Limitations of Encoder-Decoder Based Approach to Text-to-SQL
  1 Oct 2022 0 repositories listed
• An Augmented Benchmark Dataset for Geometric Question Answering through Dual Parallel Text Encoding
  1 Oct 2022 0 repositories listed
• Augmented Bio-SBERT: Improving Performance for Pairwise Sentence Tasks in Bio-medical Domain
  1 Oct 2022 0 repositories listed
• Automated segmentation of microvessels in intravascular OCT images using deep learning
  1 Oct 2022 0 repositories listed
• BioInfo@UAVR@SMM4H’22: Classification and Extraction of Adverse Event mentions in Tweets using Transformer Models
  1 Oct 2022 0 repositories listed
• BRCC and SentiBahasaRojak: The First Bahasa Rojak Corpus for Pretraining and Sentiment Analysis Dataset
  1 Oct 2022 0 repositories listed
• CAISA@SMM4H’22: Robust Cross-Lingual Detection of Disease Mentions on Social Media with Adversarial Methods
  1 Oct 2022 0 repositories listed
• Coordination Generation via Synchronized Text-Infilling
  1 Oct 2022 0 repositories listed
• Data Augmentation for Few-Shot Knowledge Graph Completion from Hierarchical Perspective
  1 Oct 2022 0 repositories listed
• Data Augmentation for Improving the Prediction of Validity and Novelty of Argumentative Conclusions
  1 Oct 2022 0 repositories listed
• Document-level Event Factuality Identification via Machine Reading Comprehension Frameworks with Transfer Learning
  1 Oct 2022 0 repositories listed
• Dynamic Nonlinear Mixup with Distance-based Sample Selection
  1 Oct 2022 0 repositories listed
• Effective Data Augmentation for Sentence Classification Using One VAE per Class
  1 Oct 2022 0 repositories listed
• Enhancing Task-Specific Distillation in Small Data Regimes through Language Generation
  1 Oct 2022 0 repositories listed
• Evaluating and Mitigating Inherent Linguistic Bias of African American English through Inference
  1 Oct 2022 0 repositories listed
• Improving Event Temporal Relation Classification via Auxiliary Label-Aware Contrastive Learning
  1 Oct 2022 0 repositories listed
• 基于相似度进行句子选择的机器阅读理解数据增强(Machine reading comprehension data Augmentation for sentence selection based on similarity)
  1 Oct 2022 0 repositories listed
• KUL@SMM4H’22: Template Augmented Adaptive Pre-training for Tweet Classification
  1 Oct 2022 0 repositories listed
• Lightweight Contextual Logical Structure Recovery
  1 Oct 2022 0 repositories listed
• MALM: Mixing Augmented Language Modeling for Zero-Shot Machine Translation
  1 Oct 2022 0 repositories listed
• ParaZh-22M: A Large-Scale Chinese Parabank via Machine Translation
  1 Oct 2022 0 repositories listed
• Position Offset Label Prediction for Grammatical Error Correction
  1 Oct 2022 0 repositories listed
• Rethinking Data Augmentation in Text-to-text Paradigm
  1 Oct 2022 0 repositories listed
• Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models
  1 Oct 2022 0 repositories listed
• Table-based Fact Verification with Self-labeled Keypoint Alignment
  1 Oct 2022 0 repositories listed
• The Only Chance to Understand: Machine Translation of the Severely Endangered Low-resource Languages of Eurasia
  1 Oct 2022 0 repositories listed
• Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning
  1 Oct 2022 0 repositories listed
• Towards Summarizing Healthcare Questions in Low-Resource Setting
  1 Oct 2022 0 repositories listed
• Unsupervised Data Augmentation for Aspect Based Sentiment Analysis
  1 Oct 2022 0 repositories listed
• Domain Generalization -- A Causal Perspective
  30 Sep 2022 0 repositories listed
• Using Knowledge Distillation to improve interpretable models in a retail banking context
  30 Sep 2022 0 repositories listed
• Where Should I Spend My FLOPS? Efficiency Evaluations of Visual Pre-training Methods
  30 Sep 2022 0 repositories listed
• Contrastive Unsupervised Learning of World Model with Invariant Causal Features
  29 Sep 2022 0 repositories listed
• Named Entity Recognition in Industrial Tables using Tabular Language Models
  29 Sep 2022 0 repositories listed
• Prompt-guided Scene Generation for 3D Zero-Shot Learning
  29 Sep 2022 0 repositories listed
• Data Augmentation using Feature Generation for Volumetric Medical Images
  28 Sep 2022 0 repositories listed
• Synthesizing Annotated Image and Video Data Using a Rendering-Based Pipeline for Improved License Plate Recognition
  28 Sep 2022 0 repositories listed
• 3D Rendering Framework for Data Augmentation in Optical Character Recognition
  27 Sep 2022 0 repositories listed
• Ani-GIFs: A benchmark dataset for domain generalization of action recognition from GIFs
  26 Sep 2022 0 repositories listed
• TaskMix: Data Augmentation for Meta-Learning of Spoken Intent Understanding
  26 Sep 2022 0 repositories listed
• A Simple Strategy to Provable Invariance via Orbit Mapping
  24 Sep 2022 0 repositories listed
• Contrastive learning for unsupervised medical image clustering and reconstruction
  24 Sep 2022 0 repositories listed
• Towards Bridging the Space Domain Gap for Satellite Pose Estimation using Event Sensing
  24 Sep 2022 0 repositories listed
• Automated detection of Alzheimer disease using MRI images and deep neural networks- A review
  22 Sep 2022 0 repositories listed
• Scope of Pre-trained Language Models for Detecting Conflicting Health Information
  22 Sep 2022 0 repositories listed
• SR-GCL: Session-Based Recommendation with Global Context Enhanced Augmentation in Contrastive Learning
  22 Sep 2022 0 repositories listed
• StyleTime: Style Transfer for Synthetic Time Series Generation
  22 Sep 2022 0 repositories listed
• DARTSRepair: Core-failure-set Guided DARTS for Network Robustness to Common Corruptions
  21 Sep 2022 0 repositories listed
• Improving GANs with A Dynamic Discriminator
  20 Sep 2022 0 repositories listed
• The Geometry of Self-supervised Learning Models and its Impact on Transfer Learning
  18 Sep 2022 0 repositories listed
• Can segmentation models be trained with fully synthetically generated data?
  17 Sep 2022 0 repositories listed
• Intrinsically Motivated Reinforcement Learning based Recommendation with Counterfactual Data Augmentation
  17 Sep 2022 0 repositories listed
• An Empirical Study of Automatic Post-Editing
  16 Sep 2022 0 repositories listed
• Confidence-Guided Data Augmentation for Improved Semi-Supervised Training
  16 Sep 2022 0 repositories listed
• KaliCalib: A Framework for Basketball Court Registration
  16 Sep 2022 0 repositories listed
• HARP: Autoregressive Latent Video Prediction with High-Fidelity Image Generator
  15 Sep 2022 0 repositories listed
• Non-Parallel Voice Conversion for ASR Augmentation
  15 Sep 2022 0 repositories listed
• DASH: Visual Analytics for Debiasing Image Classification via User-Driven Synthetic Data Augmentation
  14 Sep 2022 0 repositories listed
• Graph Contrastive Learning with Personalized Augmentation
  14 Sep 2022 0 repositories listed
• vec2text with Round-Trip Translations
  14 Sep 2022 0 repositories listed
• Bias Challenges in Counterfactual Data Augmentation
  12 Sep 2022 0 repositories listed
• Data Augmentation by Selecting Mixed Classes Considering Distance Between Classes
  12 Sep 2022 0 repositories listed
• Hyperbolic Self-supervised Contrastive Learning Based Network Anomaly Detection
  12 Sep 2022 0 repositories listed
• Online Continual Learning via the Meta-learning Update with Multi-scale Knowledge Distillation and Data Augmentation
  12 Sep 2022 0 repositories listed
• Improving Keyphrase Extraction with Data Augmentation and Information Filtering
  11 Sep 2022 0 repositories listed
• Anticipating the Unseen Discrepancy for Vision and Language Navigation
  10 Sep 2022 0 repositories listed
• Saliency-based Multiple Region of Interest Detection from a Single 360° image
  8 Sep 2022 0 repositories listed
• Video Vision Transformers for Violence Detection
  8 Sep 2022 0 repositories listed
• Entity Aware Syntax Tree Based Data Augmentation for Natural Language Understanding
  6 Sep 2022 0 repositories listed
• Improving Robustness to Out-of-Distribution Data by Frequency-based Augmentation
  6 Sep 2022 0 repositories listed
• Instance Attack:An Explanation-based Vulnerability Analysis Framework Against DNNs for Malware Detection
  6 Sep 2022 0 repositories listed
• The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection from Multi-Source Satellite Imagery
  6 Sep 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.