Browse State-of-the-Art › Data Augmentation › Papers, page 59

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 59 of 84: papers 5,801 to 5,900 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.

• Don't overfit the history -- Recursive time series data augmentation
  6 Jul 2022 0 repositories listed
• Monkeypox Skin Lesion Detection Using Deep Learning Models: A Feasibility Study
  6 Jul 2022 0 repositories listed
• Towards Length-Versatile and Noise-Robust Radio Frequency Fingerprint Identification
  6 Jul 2022 0 repositories listed
• Block-SCL: Blocking Matters for Supervised Contrastive Learning in Product Matching
  5 Jul 2022 0 repositories listed
• DBN-Mix: Training Dual Branch Network Using Bilateral Mixup Augmentation for Long-Tailed Visual Recognition
  5 Jul 2022 0 repositories listed
• Generalization to translation shifts: a study in architectures and augmentations
  5 Jul 2022 0 repositories listed
• Predicting Out-of-Domain Generalization with Neighborhood Invariance
  5 Jul 2022 0 repositories listed
• TractoFormer: A Novel Fiber-level Whole Brain Tractography Analysis Framework Using Spectral Embedding and Vision Transformers
  5 Jul 2022 0 repositories listed
• A Robust Ensemble Model for Patasitic Egg Detection and Classification
  4 Jul 2022 0 repositories listed
• FakeNews: GAN-based generation of realistic 3D volumetric data -- A systematic review and taxonomy
  4 Jul 2022 0 repositories listed
• akaBERT at SemEval-2022 Task 6: An Ensemble Transformer-based Model for Arabic Sarcasm Detection
  1 Jul 2022 0 repositories listed
• Amsqr at SemEval-2022 Task 4: Towards AutoNLP via Meta-Learning and Adversarial Data Augmentation for PCL Detection
  1 Jul 2022 0 repositories listed
• ASRtrans at SemEval-2022 Task 4: Ensemble of Tuned Transformer-based Models for PCL Detection
  1 Jul 2022 0 repositories listed
• BIT-Xiaomi’s System for AutoSimTrans 2022
  1 Jul 2022 0 repositories listed
• CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities
  1 Jul 2022 0 repositories listed
• Compositional Generalization for Kinship Prediction through Data Augmentation
  1 Jul 2022 0 repositories listed
• CS/NLP at SemEval-2022 Task 4: Effective Data Augmentation Methods for Patronizing Language Detection and Multi-label Classification with RoBERTa and GPT3
  1 Jul 2022 0 repositories listed
• Dartmouth at SemEval-2022 Task 6: Detection of Sarcasm
  1 Jul 2022 0 repositories listed
• Data Augmentation for Low-Resource Dialogue Summarization
  1 Jul 2022 0 repositories listed
• Data Augmentation with Dual Training for Offensive Span Detection
  1 Jul 2022 0 repositories listed
• Efficient Semi-supervised Consistency Training for Natural Language Understanding
  1 Jul 2022 0 repositories listed
• Fast Bilingual Grapheme-To-Phoneme Conversion
  1 Jul 2022 0 repositories listed
• From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization
  1 Jul 2022 0 repositories listed
• I2C at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Deep Learning Techniques
  1 Jul 2022 0 repositories listed
• IIIT-MLNS at SemEval-2022 Task 8: Siamese Architecture for Modeling Multilingual News Similarity
  1 Jul 2022 0 repositories listed
• Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation
  1 Jul 2022 0 repositories listed
• Infrrd.ai at SemEval-2022 Task 11: A system for named entity recognition using data augmentation, transformer-based sequence labeling model, and EnsembleCRF
  1 Jul 2022 0 repositories listed
• ITNLP2022 at SemEval-2022 Task 8: Pre-trained Model with Data Augmentation and Voting for Multilingual News Similarity
  1 Jul 2022 0 repositories listed
• Learning to Generate Examples for Semantic Processing Tasks
  1 Jul 2022 0 repositories listed
• LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition
  1 Jul 2022 0 repositories listed
• MT-Speech at SemEval-2022 Task 10: Incorporating Data Augmentation and Auxiliary Task with Cross-Lingual Pretrained Language Model for Structured Sentiment Analysis
  1 Jul 2022 0 repositories listed
• Non-Autoregressive Neural Machine Translation with Consistency Regularization Optimized Variational Framework
  1 Jul 2022 0 repositories listed
• Plumeria at SemEval-2022 Task 6: Sarcasm Detection for English and Arabic Using Transformers and Data Augmentation
  1 Jul 2022 0 repositories listed
• Retrieval Based Response Letter Generation For a Customer Care Setting
  1 Jul 2022 0 repositories listed
• SemEval-2022 Task 3: PreTENS-Evaluating Neural Networks on Presuppositional Semantic Knowledge
  1 Jul 2022 0 repositories listed
• Sharing Data by Language Family: Data Augmentation for Romance Language Morpheme Segmentation
  1 Jul 2022 0 repositories listed
• SPDB Innovation Lab at SemEval-2022 Task 10: A Novel End-to-End Structured Sentiment Analysis Model based on the ERNIE-M
  1 Jul 2022 0 repositories listed
• Strategies to Improve Few-shot Learning for Intent Classification and Slot-Filling
  1 Jul 2022 0 repositories listed
• Tesla at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Transformer-based Models with Data Augmentation
  1 Jul 2022 0 repositories listed
• UA-KO at SemEval-2022 Task 11: Data Augmentation and Ensembles for Korean Named Entity Recognition
  1 Jul 2022 0 repositories listed
• Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning
  1 Jul 2022 0 repositories listed
• Wavelet leader based formalism to compute multifractal features for classifying lung nodules in X-ray images
  1 Jul 2022 0 repositories listed
• Exploring Temporally Dynamic Data Augmentation for Video Recognition
  30 Jun 2022 0 repositories listed
• Using Person Embedding to Enrich Features and Data Augmentation for Classification
  30 Jun 2022 0 repositories listed
• Teach me how to Interpolate a Myriad of Embeddings
  29 Jun 2022 0 repositories listed
• The THUEE System Description for the IARPA OpenASR21 Challenge
  29 Jun 2022 0 repositories listed
• Generating near-infrared facial expression datasets with dimensional affect labels
  28 Jun 2022 0 repositories listed
• The Third Place Solution for CVPR2022 AVA Accessibility Vision and Autonomy Challenge
  28 Jun 2022 0 repositories listed
• Accurate and fast identification of minimally prepared bacteria phenotypes using Raman spectroscopy assisted by machine learning
  27 Jun 2022 0 repositories listed
• Unsupervised Instance Discriminative Learning for Depression Detection from Speech Signals
  27 Jun 2022 0 repositories listed
• Utilizing Class Separation Distance for the Evaluation of Corruption Robustness of Machine Learning Classifiers
  27 Jun 2022 0 repositories listed
• Wav2Vec-Aug: Improved self-supervised training with limited data
  27 Jun 2022 0 repositories listed
• Data Augmentation techniques in time series domain: A survey and taxonomy
  25 Jun 2022 0 repositories listed
• Self-Supervised 3D Monocular Object Detection by Recycling Bounding Boxes
  25 Jun 2022 0 repositories listed
• Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning
  25 Jun 2022 0 repositories listed
• Data Augmentation and Squeeze-and-Excitation Network on Multiple Dimension for Sound Event Localization and Detection in Real Scenes
  24 Jun 2022 0 repositories listed
• MaskRange: A Mask-classification Model for Range-view based LiDAR Segmentation
  24 Jun 2022 0 repositories listed
• Mixed Sample Augmentation for Online Distillation
  24 Jun 2022 0 repositories listed
• Agriculture-Vision Challenge 2022 -- The Runner-Up Solution for Agricultural Pattern Recognition via Transformer-based Models
  23 Jun 2022 0 repositories listed
• Conformer Based Elderly Speech Recognition System for Alzheimer's Disease Detection
  23 Jun 2022 0 repositories listed
• Fighting Fire with Fire: Avoiding DNN Shortcuts through Priming
  22 Jun 2022 0 repositories listed
• KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP
  21 Jun 2022 0 repositories listed
• Reconstruct from BEV: A 3D Lane Detection Approach based on Geometry Structure Prior
  21 Jun 2022 0 repositories listed
• Semantics-Depth-Symbiosis: Deeply Coupled Semi-Supervised Learning of Semantics and Depth
  21 Jun 2022 0 repositories listed
• Reconstruct from Top View: A 3D Lane Detection Approach based on Geometry Structure Prior
  20 Jun 2022 0 repositories listed
• Test-time image-to-image translation ensembling improves out-of-distribution generalization in histopathology
  20 Jun 2022 0 repositories listed
• When Does Re-initialization Work?
  20 Jun 2022 0 repositories listed
• Data Augmentation vs. Equivariant Networks: A Theory of Generalization on Dynamics Forecasting
  19 Jun 2022 0 repositories listed
• Hybrid Facial Expression Recognition (FER2013) Model for Real-Time Emotion Classification and Prediction
  19 Jun 2022 0 repositories listed
• Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping
  19 Jun 2022 0 repositories listed
• A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models
  17 Jun 2022 0 repositories listed
• DU-Net based Unsupervised Contrastive Learning for Cancer Segmentation in Histology Images
  17 Jun 2022 0 repositories listed
• Explainable Global Error Weighted on Feature Importance: The xGEWFI metric to evaluate the error of data imputation and data augmentation
  17 Jun 2022 0 repositories listed
• VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix
  17 Jun 2022 0 repositories listed
• AI Enlightens Wireless Communication: A Transformer Backbone for CSI Feedback
  16 Jun 2022 0 repositories listed
• iBoot: Image-bootstrapped Self-Supervised Video Representation Learning
  16 Jun 2022 0 repositories listed
• Longitudinal detection of new MS lesions using Deep Learning
  16 Jun 2022 0 repositories listed
• Noisy Learning for Neural ODEs Acts as a Robustness Locus Widening
  16 Jun 2022 0 repositories listed
• A Projection-Based K-space Transformer Network for Undersampled Radial MRI Reconstruction with Limited Training Subjects
  15 Jun 2022 0 repositories listed
• BaIT: Barometer for Information Trustworthiness
  15 Jun 2022 0 repositories listed
• Contrastive Learning as Goal-Conditioned Reinforcement Learning
  15 Jun 2022 0 repositories listed
• Exploiting Cross-domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition
  15 Jun 2022 0 repositories listed
• Physically-admissible polarimetric data augmentation for road-scene analysis
  15 Jun 2022 0 repositories listed
• A Survey of Automated Data Augmentation Algorithms for Deep Learning-based Image Classification Tasks
  14 Jun 2022 0 repositories listed
• Toward Student-Oriented Teacher Network Training For Knowledge Distillation
  14 Jun 2022 0 repositories listed
• 2nd Place Solution for ICCV 2021 VIPriors Image Classification Challenge: An Attract-and-Repulse Learning Approach
  13 Jun 2022 0 repositories listed
• Low-complexity deep learning frameworks for acoustic scene classification
  13 Jun 2022 0 repositories listed
• Mapping fNIRS to fMRI with Neural Data Augmentation and Machine Learning Models
  13 Jun 2022 0 repositories listed
• Virtual embeddings and self-consistency for self-supervised learning
  13 Jun 2022 0 repositories listed
• Data Augmentation for Intent Classification
  12 Jun 2022 0 repositories listed
• GAN based Data Augmentation to Resolve Class Imbalance
  12 Jun 2022 0 repositories listed
• Heterogeneous Face Recognition via Face Synthesis with Identity-Attribute Disentanglement
  10 Jun 2022 0 repositories listed
• Is Self-Supervised Learning More Robust Than Supervised Learning?
  10 Jun 2022 0 repositories listed
• Lost in Transmission: On the Impact of Networking Corruptions on Video Machine Learning Models
  10 Jun 2022 0 repositories listed
• Memory Classifiers: Two-stage Classification for Robustness in Machine Learning
  10 Jun 2022 0 repositories listed
• Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields
  9 Jun 2022 0 repositories listed
• BSM loss: A superior way in modeling aleatory uncertainty of fine_grained classification
  9 Jun 2022 0 repositories listed
• Learn2Augment: Learning to Composite Videos for Data Augmentation in Action Recognition
  9 Jun 2022 0 repositories listed
• On gradient descent training under data augmentation with on-line noisy copies
  8 Jun 2022 0 repositories listed
• An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training
  7 Jun 2022 0 repositories listed