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data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

Adversarially Occluded Samples for Person Re-Identification CVPR 2018
Low-Shot Learning From Imaginary Data CVPR 2018
An Investigation of Mixup Training Strategies for Acoustic Models in ASR INTERSPEECH 2018
Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages NAACL 2018
A Novel Data Representation for Effective Learning in Class Imbalanced Scenarios IJCAI 2018
Full-Frame Scene Coordinate Regression for Image-Based Localization RSS 2018
An End-to-End Deep Learning Framework for Speech Emotion Recognition of Atypical Individuals INTERSPEECH 2018
Automatic Miscue Detection Using RNN Based Models with Data Augmentation INTERSPEECH 2018
Talker Diarization in the Wild: the Case of Child-centered Daylong Audio-recordings INTERSPEECH 2018
Data Requirements, Selection and Augmentation for DNN-based Speech Synthesis from Crowdsourced Data INTERSPEECH 2018
A Study of Enhancement, Augmentation and Autoencoder Methods for Domain Adaptation in Distant Speech Recognition INTERSPEECH 2018
Counterexample-Guided Data Augmentation IJCAI 2018
Translations as Additional Contexts for Sentence Classification IJCAI 2018
Comparison of Syllabification Algorithms and Training Strategies for Robust Word Count Estimation across Different Languages and Recording Conditions INTERSPEECH 2018
Deep Embedded Clustering with Data Augmentation ACML 2018
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis CVPR 2018
Multi-Modal Data Augmentation for End-to-end ASR INTERSPEECH 2018
Data Augmentation Using Healthy Speech for Dysarthric Speech Recognition INTERSPEECH 2018
Acoustic and Textual Data Augmentation for Improved ASR of Code-Switching Speech INTERSPEECH 2018
SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation EMNLP 2018
Training Augmentation with Adversarial Examples for Robust Speech Recognition INTERSPEECH 2018
Learning Priors for Invariance AISTATS 2018
Investigations on Data Augmentation and Loss Functions for Deep Learning Based Speech-Background Separation INTERSPEECH 2018
Data Independent Sequence Augmentation Method for Acoustic Scene Classification INTERSPEECH 2018
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods NAACL 2018