Skip to content
conftrace_

data augmentation

3,121 papers

Explore in graph

Also known as

DA

Co-occurring keywords · papers mentioning both

text classification (291) large language model (225) transfer learning (160) image classification (150) representation learning (144) contrastive learning (141) domain adaptation (139) few-shot learning (138) semi-supervised learning (132) self-supervised learning (131)

Papers

A Fourier Perspective on Model Robustness in Computer Vision NeurIPS 2019 Aggregation via Separation: Boosting Facial Landmark Detector With Semi-Supervised Style Translation ICCV 2019 A Kernel Theory of Modern Data Augmentation ICML 2019 ALTER: Auxiliary Text Rewriting Tool for Natural Language Generation EMNLP 2019 An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering EMNLP 2019 Anonymized BERT: An Augmentation Approach to the Gendered Pronoun Resolution Challenge ACL 2019 APE through Neural and Statistical MT with Augmented Data. ADAPT/DCU Submission to the WMT 2019 APE Shared Task ACL 2019 Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets EMNLP 2019 A Robust Framework for Acoustic Scene Classification Interspeech 2019 Artificial Error Generation with Fluency Filtering ACL 2019 A Scalable Noisy Speech Dataset and Online Subjective Test Framework Interspeech 2019 A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages EMNLP 2019 Audio Tagging with Compact Feedforward Sequential Memory Network and Audio-to-Audio Ratio Based Data Augmentation Interspeech 2019 AugBoost: Gradient Boosting Enhanced with Step-Wise Feature Augmentation IJCAI 2019 Augmenting a German Morphological Database by Data-Intense Methods ACL 2019 AutoAugment: Learning Augmentation Strategies From Data CVPR 2019 Automatically Learning Data Augmentation Policies for Dialogue Tasks EMNLP 2019 Bag of Tricks for Image Classification with Convolutional Neural Networks CVPR 2019 Baidu Neural Machine Translation Systems for WMT19 ACL 2019 Bayesian Generative Active Deep Learning ICML 2019 Benefits of Data Augmentation for NMT-based Text Normalization of User-Generated Content EMNLP 2019 Can Neural Networks Understand Monotonicity Reasoning? ACL 2019 Catastrophic Child's Play: Easy to Perform, Hard to Defend Adversarial Attacks CVPR 2019 Character-Based Models for Adversarial Phone Extraction: Preventing Human Sex Trafficking EMNLP 2019 Code-Switching for Enhancing NMT with Pre-Specified Translation NAACL 2019