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Data Augmentation

3622 directly classified papers

Papers per year

Papers

STYLER: Style Factor Modeling with Rapidity and Robustness via Speech Decomposition for Expressive and Controllable Neural Text to Speech INTERSPEECH 2021
Relational Data Selection for Data Augmentation of Speaker-Dependent Multi-Band MelGAN Vocoder INTERSPEECH 2021
An Improved StarGAN for Emotional Voice Conversion: Enhancing Voice Quality and Data Augmentation INTERSPEECH 2021
Noisy Student-Teacher Training for Robust Keyword Spotting INTERSPEECH 2021
Can vectors read minds better than experts? Comparing data augmentation strategies for the automated scoring of children’s mindreading ability IJCNLP 2021
Data Augmentation with Adversarial Training for Cross-Lingual NLI IJCNLP 2021
macech at SemEval-2021 Task 5: Toxic Spans Detection IJCNLP 2021
VL-BERT+: Detecting Protected Groups in Hateful Multimodal Memes IJCNLP 2021
Data Integration for Toxic Comment Classification: Making More Than 40 Datasets Easily Accessible in One Unified Format IJCNLP 2021
Exploring Listwise Evidence Reasoning with T5 for Fact Verification IJCNLP 2021
Avoiding Overlap in Data Augmentation for AMR-to-Text Generation IJCNLP 2021
FPAI at SemEval-2021 Task 6: BERT-MRC for Propaganda Techniques Detection IJCNLP 2021
LAST at SemEval-2021 Task 1: Improving Multi-Word Complexity Prediction Using Bigram Association Measures IJCNLP 2021
Measuring and Increasing Context Usage in Context-Aware Machine Translation IJCNLP 2021
Without Further Ado: Direct and Simultaneous Speech Translation by AppTek in 2021 IJCNLP 2021
PAWLS: PDF Annotation With Labels and Structure IJCNLP 2021
Inverted Projection for Robust Speech Translation IJCNLP 2021
PClean: Bayesian Data Cleaning at Scale with Domain-Specific Probabilistic Programming AISTATS 2021
Investigating Feature Selection and Explainability for COVID-19 Diagnostics from Cough Sounds INTERSPEECH 2021
OpenML-Python: an extensible Python API for OpenML JMLR 2021
CIT-GAN: Cyclic Image Translation Generative Adversarial Network With Application in Iris Presentation Attack Detection WACV 2021
Tag, Copy or Predict: A Unified Weakly-Supervised Learning Framework for Visual Information Extraction using Sequences IJCAI 2021
An Evaluation of Data Augmentation Methods for Sound Scene Geotagging INTERSPEECH 2021
Learning Data Augmentation With Online Bilevel Optimization for Image Classification WACV 2021
Reducing the Annotation Effort for Video Object Segmentation Datasets WACV 2021