data augmentation

3037 papers

Explore in graph

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

Bingo at IJCNLP-2017 Task 4: Augmenting Data using Machine Translation for Cross-linguistic Customer Feedback Classification IJCNLP 2017

An Exploration of Data Augmentation and RNN Architectures for Question Ranking in Community Question Answering IJCNLP 2017

Virtual Adversarial Training and Data Augmentation for Acoustic Event Detection with Gated Recurrent Neural Networks INTERSPEECH 2017

Countermeasures for Automatic Speaker Verification Replay Spoofing Attack : On Data Augmentation, Feature Representation, Classification and Fusion INTERSPEECH 2017

Data Augmentation, Missing Feature Mask and Kernel Classification for Through-the-Wall Acoustic Surveillance INTERSPEECH 2017

Enhancing Data-Driven Phone Confusions Using Restricted Recognition INTERSPEECH 2016

Two-Stage Data Augmentation for Low-Resourced Speech Recognition INTERSPEECH 2016

Exploiting Cyclic Symmetry in Convolutional Neural Networks ICML 2016

Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation AISTATS 2016

Improving Children’s Speech Recognition Through Out-of-Domain Data Augmentation INTERSPEECH 2016

Seven Ways to Improve Example-Based Single Image Super Resolution CVPR 2016

Data Augmentation Using Multi-Input Multi-Output Source Separation for Deep Neural Network Based Acoustic Modeling INTERSPEECH 2016

Labeled Data Generation with Encoder-Decoder LSTM for Semantic Slot Filling INTERSPEECH 2016

Improved relation classification by deep recurrent neural networks with data augmentation COLING 2016

Language Model Data Augmentation for Keyword Spotting in Low-Resourced Training Conditions INTERSPEECH 2016

Improving English Conversational Telephone Speech Recognition INTERSPEECH 2016

Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Recognition INTERSPEECH 2016

Convolutional Neural Networks with Data Augmentation for Classifying Speakers’ Native Language INTERSPEECH 2016

Multiple Kernel Learning with Data Augmentation ACML 2016

MoCap-guided Data Augmentation for 3D Pose Estimation in the Wild NIPS 2016

Speed Perturbation and Vowel Duration Modeling for ASR in Hausa and Wolof Languages INTERSPEECH 2016

TI-Pooling: Transformation-Invariant Pooling for Feature Learning in Convolutional Neural Networks CVPR 2016

A Framework for Automated Marmoset Vocalization Detection and Classification INTERSPEECH 2016

Sketch Me That Shoe CVPR 2016

Regularization With Stochastic Transformations and Perturbations for Deep Semi-Supervised Learning NIPS 2016