Browse State-of-the-Art › Data Augmentation › Papers, page 71

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 71 of 84: papers 7,001 to 7,100 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.

• Robust pedestrian detection in thermal imagery using synthesized images
  3 Feb 2021 0 repositories listed
• Speech Emotion Recognition with Multiscale Area Attention and Data Augmentation
  3 Feb 2021 0 repositories listed
• Interpretable COVID-19 Chest X-Ray Classification via Orthogonality Constraint
  2 Feb 2021 0 repositories listed
• On Robustness of Neural Semantic Parsers
  2 Feb 2021 0 repositories listed
• ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation
  30 Jan 2021 0 repositories listed
• Speech Enhancement for Wake-Up-Word detection in Voice Assistants
  29 Jan 2021 0 repositories listed
• ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification
  28 Jan 2021 0 repositories listed
• A Multi-Scale Conditional Deep Model for Tumor Cell Ratio Counting
  27 Jan 2021 0 repositories listed
• El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing
  26 Jan 2021 0 repositories listed
• Mask-based Data Augmentation for Semi-supervised Semantic Segmentation
  25 Jan 2021 0 repositories listed
• Spatio-temporal Data Augmentation for Visual Surveillance
  25 Jan 2021 0 repositories listed
• A Pressure Ulcer Care System For Remote Medical Assistance: Residual U-Net with an Attention Model Based for Wound Area Segmentation
  23 Jan 2021 0 repositories listed
• Automatic Cerebral Vessel Extraction in TOF-MRA Using Deep Learning
  22 Jan 2021 0 repositories listed
• Rethinking Domain Generalization Baselines
  22 Jan 2021 0 repositories listed
• DataLoc+: A Data Augmentation Technique for Machine Learning in Room-Level Indoor Localization
  21 Jan 2021 0 repositories listed
• Distilling Large Language Models into Tiny and Effective Students using pQRNN
  21 Jan 2021 0 repositories listed
• Class balanced underwater object detection dataset generated by class-wise style augmentation
  20 Jan 2021 0 repositories listed
• Extensive Studies of the Neutron Star Equation of State from the Deep Learning Inference with the Observational Data Augmentation
  20 Jan 2021 0 repositories listed
• An Empirical Study and Analysis on Open-Set Semi-Supervised Learning
  19 Jan 2021 0 repositories listed
• Learning Visual Representations with Optimum-Path Forest and its Applications to Barrett's Esophagus and Adenocarcinoma Diagnosis
  18 Jan 2021 0 repositories listed
• On Data-Augmentation and Consistency-Based Semi-Supervised Learning
  18 Jan 2021 0 repositories listed
• TrafficSim: Learning to Simulate Realistic Multi-Agent Behaviors
  17 Jan 2021 0 repositories listed
• Adversarial cycle-consistent synthesis of cerebral microbleeds for data augmentation
  16 Jan 2021 0 repositories listed
• GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving
  16 Jan 2021 0 repositories listed
• Text Augmentation in a Multi-Task View
  14 Jan 2021 0 repositories listed
• Adversarial Sample Enhanced Domain Adaptation: A Case Study on Predictive Modeling with Electronic Health Records
  13 Jan 2021 0 repositories listed
• Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation
  13 Jan 2021 0 repositories listed
• Sequential IoT Data Augmentation using Generative Adversarial Networks
  13 Jan 2021 0 repositories listed
• Data augmentation and feature selection for automatic model recommendation in computational physics
  12 Jan 2021 0 repositories listed
• Remote Pulse Estimation in the Presence of Face Masks
  11 Jan 2021 0 repositories listed
• Transfer Learning and Augmentation for Word Sense Disambiguation
  10 Jan 2021 0 repositories listed
• Towards Domain Invariant Single Image Dehazing
  9 Jan 2021 0 repositories listed
• Extracting Pasture Phenotype and Biomass Percentages using Weakly Supervised Multi-target Deep Learning on a Small Dataset
  8 Jan 2021 0 repositories listed
• Octave Mix: Data augmentation using frequency decomposition for activity recognition
  8 Jan 2021 0 repositories listed
• Low-cost and high-performance data augmentation for deep-learning-based skin lesion classification
  7 Jan 2021 0 repositories listed
• Object Detection for Understanding Assembly Instruction Using Context-aware Data Augmentation and Cascade Mask R-CNN
  7 Jan 2021 0 repositories listed
• A Robust Illumination-Invariant Camera System for Agricultural Applications
  6 Jan 2021 0 repositories listed
• Environment Transfer for Distributed Systems
  6 Jan 2021 0 repositories listed
• Learning Rotation-Invariant Representations of Point Clouds Using Aligned Edge Convolutional Neural Networks
  2 Jan 2021 0 repositories listed
• SDA: Improving Text Generation with Self Data Augmentation
  2 Jan 2021 0 repositories listed
• Substructure Substitution: Structured Data Augmentation for NLP
  2 Jan 2021 0 repositories listed
• A Rigorous Evaluation of Real-World Distribution Shifts
  1 Jan 2021 0 repositories listed
• A Simple Feature Augmentation for Domain Generalization
  1 Jan 2021 0 repositories listed
• C3-SemiSeg: Contrastive Semi-Supervised Segmentation via Cross-Set Learning and Dynamic Class-Balancing
  1 Jan 2021 0 repositories listed
• CONTEMPLATING REAL-WORLDOBJECT RECOGNITION
  1 Jan 2021 0 repositories listed
• Cut out the annotator, keep the cutout: better segmentation with weak supervision
  1 Jan 2021 0 repositories listed
• Data augmentation for deep learning based accelerated MRI reconstruction
  1 Jan 2021 0 repositories listed
• DiffAutoML: Differentiable Joint Optimization for Efficient End-to-End Automated Machine Learning
  1 Jan 2021 0 repositories listed
• Disentangling style and content for low resource video domain adaptation: a case study on keystroke inference attacks
  1 Jan 2021 0 repositories listed
• DJMix: Unsupervised Task-agnostic Augmentation for Improving Robustness
  1 Jan 2021 0 repositories listed
• Driving through the Lens: Improving Generalization of Learning-based Steering using Simulated Adversarial Examples
  1 Jan 2021 0 repositories listed
• Faster and Smarter AutoAugment: Augmentation Policy Search Based on Dynamic Data-Clustering
  1 Jan 2021 0 repositories listed
• Generalization and Stability of GANs: A theory and promise from data augmentation
  1 Jan 2021 0 repositories listed
• Generative Auto-Encoder: Non-adversarial Controllable Synthesis with Disentangled Exploration
  1 Jan 2021 0 repositories listed
• Improving Generalizability of Protein Sequence Models via Data Augmentations
  1 Jan 2021 0 repositories listed
• Logit As Auxiliary Weak-supervision for More Reliable and Accurate Prediction
  1 Jan 2021 0 repositories listed
• Neural Networks Preserve Invertibility Across Iterations: A Possible Source of Implicit Data Augmentation
  1 Jan 2021 0 repositories listed
• NOSE Augment: Fast and Effective Data Augmentation Without Searching
  1 Jan 2021 0 repositories listed
• On the Consistency Loss for Leveraging Augmented Data to Learn Robust and Invariant Representations
  1 Jan 2021 0 repositories listed
• Pose Invariant Topological Memory for Visual Navigation
  1 Jan 2021 0 repositories listed
• PriorityCut: Occlusion-aware Regularization for Image Animation
  1 Jan 2021 0 repositories listed
• Recurrent Neural Network Architecture based on Dynamic Systems Theory for Data Driven Modelling of Complex Physical Systems
  1 Jan 2021 0 repositories listed
• Redefining Self-Normalization Property
  1 Jan 2021 0 repositories listed
• ROMUL: Scale Adaptative Population Based Training
  1 Jan 2021 0 repositories listed
• Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images With Artificial Neural Networks
  1 Jan 2021 0 repositories listed
• SemiHand: Semi-Supervised Hand Pose Estimation With Consistency
  1 Jan 2021 0 repositories listed
• Switching-Aligned-Words Data Augmentation for Neural Machine Translation
  1 Jan 2021 0 repositories listed
• THDA: Treasure Hunt Data Augmentation for Semantic Navigation
  1 Jan 2021 0 repositories listed
• The Importance of Importance Sampling for Deep Budgeted Training
  1 Jan 2021 0 repositories listed
• Tradeoffs in Data Augmentation: An Empirical Study
  1 Jan 2021 0 repositories listed
• Transferable Unsupervised Robust Representation Learning
  1 Jan 2021 0 repositories listed
• What are effective labels for augmented data? Improving robustness with AutoLabel
  1 Jan 2021 0 repositories listed
• XLA: A Robust Unsupervised Data Augmentation Framework for Cross-Lingual NLP
  1 Jan 2021 0 repositories listed
• Neural Machine Translation: A Review of Methods, Resources, and Tools
  31 Dec 2020 0 repositories listed
• Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and Attention
  29 Dec 2020 0 repositories listed
• Data augmentation and image understanding
  28 Dec 2020 0 repositories listed
• Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract)
  27 Dec 2020 0 repositories listed
• Self-supervised Pre-training with Hard Examples Improves Visual Representations
  25 Dec 2020 0 repositories listed
• Speech Synthesis as Augmentation for Low-Resource ASR
  23 Dec 2020 0 repositories listed
• MetaAugment: Sample-Aware Data Augmentation Policy Learning
  22 Dec 2020 0 repositories listed
• Knowledge as Invariance -- History and Perspectives of Knowledge-augmented Machine Learning
  21 Dec 2020 0 repositories listed
• Pattern-aware Data Augmentation for Query Rewriting in Voice Assistant Systems
  21 Dec 2020 0 repositories listed
• Small-Footprint Wake Up Word Recognition in Noisy Environments Employing Competing-Words-Based Feature
  21 Dec 2020 0 repositories listed
• Augmentation Inside the Network
  19 Dec 2020 0 repositories listed
• Recent Advances of Generic Object Detection with Deep Learning: A Review
  19 Dec 2020 0 repositories listed
• Joint Search of Data Augmentation Policies and Network Architectures
  17 Dec 2020 0 repositories listed
• SRoll3: A neural network approach to reduce large-scale systematic effects in the Planck High Frequency Instrument maps
  17 Dec 2020 0 repositories listed
• Sample-Efficient Reinforcement Learning via Counterfactual-Based Data Augmentation
  16 Dec 2020 0 repositories listed
• Series Saliency: Temporal Interpretation for Multivariate Time Series Forecasting
  16 Dec 2020 0 repositories listed
• Frozen-to-Paraffin: Categorization of Histological Frozen Sections by the Aid of Paraffin Sections and Generative Adversarial Networks
  15 Dec 2020 0 repositories listed
• A Coarse-to-Fine Auto-Sampler For Long-tailed Image Recognition
  14 Dec 2020 0 repositories listed
• Learning Visual Robotic Control Efficiently with Contrastive Pre-training and Data Augmentation
  14 Dec 2020 0 repositories listed
• Biomechanical modelling of brain atrophy through deep learning
  14 Dec 2020 0 repositories listed
• Learning Collision-Free Space Detection from Stereo Images: Homography Matrix Brings Better Data Augmentation
  14 Dec 2020 0 repositories listed
• DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation
  14 Dec 2020 0 repositories listed
• DeepSweep: An Evaluation Framework for Mitigating DNN Backdoor Attacks using Data Augmentation
  13 Dec 2020 0 repositories listed
• A Free Lunch for Unsupervised Domain Adaptive Object Detection without Source Data
  10 Dec 2020 0 repositories listed
• Multilingual Transfer Learning for QA Using Translation as Data Augmentation
  10 Dec 2020 0 repositories listed
• R-AGNO-RPN: A LIDAR-Camera Region Deep Network for Resolution-Agnostic Detection
  10 Dec 2020 0 repositories listed
• Generative Adversarial Networks for Annotated Data Augmentation in Data Sparse NLU
  9 Dec 2020 0 repositories listed