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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Boundary thickness and robustness in learning models NIPS 2020
SSAH: Semi-Supervised Adversarial Deep Hashing with Self-Paced Hard Sample Generation AAAI 2020
A Multi-Task Approach to Open Domain Suggestion Mining (Student Abstract) AAAI 2020
Random Erasing Data Augmentation AAAI 2020
Effective Data Augmentation with Multi-Domain Learning GANs AAAI 2020
Adversarial Transformations for Semi-Supervised Learning AAAI 2020
Learning to Incorporate Structure Knowledge for Image Inpainting AAAI 2020
Variable Frame Rate-Based Data Augmentation to Handle Speaking-Style Variability for Automatic Speaker Verification INTERSPEECH 2020
Investigation of Data Augmentation Techniques for Disordered Speech Recognition INTERSPEECH 2020
SCADA: Stochastic, Consistent and Adversarial Data Augmentation to Improve ASR INTERSPEECH 2020
Regularization via Structural Label Smoothing AISTATS 2020
SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification ICML 2020
The Synthinel-1 dataset: a collection of high resolution synthetic overhead imagery for building segmentation WACV 2020
LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation INTERSPEECH 2020
State Sequence Pooling Training of Acoustic Models for Keyword Spotting INTERSPEECH 2020
Development of a Speech Quality Database Under Uncontrolled Conditions INTERSPEECH 2020
BPGC at SemEval-2020 Task 11: Propaganda Detection in News Articles with Multi-Granularity Knowledge Sharing and Linguistic Features Based Ensemble Learning COLING 2020
Text Classification by Contrastive Learning and Cross-lingual Data Augmentation for Alzheimer’s Disease Detection COLING 2020
Contextual Augmentation of Pretrained Language Models for Emotion Recognition in Conversations COLING 2020
BUT-FIT at SemEval-2020 Task 4: Multilingual Commonsense COLING 2020
NLP_Passau at SemEval-2020 Task 12: Multilingual Neural Network for Offensive Language Detection in English, Danish and Turkish COLING 2020
WOLI at SemEval-2020 Task 12: Arabic Offensive Language Identification on Different Twitter Datasets COLING 2020
A Neural Model for Aggregating Coreference Annotation in Crowdsourcing COLING 2020
GenAug: Data Augmentation for Finetuning Text Generators EMNLP 2020
KEIS@JUST at SemEval-2020 Task 12: Identifying Multilingual Offensive Tweets Using Weighted Ensemble and Fine-Tuned BERT COLING 2020