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Data Augmentation

3622 directly classified papers

Papers per year

Papers

ESIM: an Open Event Camera Simulator CORL 2018
A Study of Enhancement, Augmentation and Autoencoder Methods for Domain Adaptation in Distant Speech Recognition INTERSPEECH 2018
Feature Space Transfer for Data Augmentation CVPR 2018
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation CVPR 2018
An Investigation of Mixup Training Strategies for Acoustic Models in ASR INTERSPEECH 2018
Multi-Modal Data Augmentation for End-to-end ASR INTERSPEECH 2018
Data Augmentation Improves Recognition of Foreign Accented Speech INTERSPEECH 2018
Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing NIPS 2018
Speaker-Follower Models for Vision-and-Language Navigation NIPS 2018
Deep Learning in Paralinguistic Recognition Tasks: Are Hand-crafted Features Still Relevant? INTERSPEECH 2018
Data Selection with Feature Decay Algorithms Using an Approximated Target Side EMNLP 2018
Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data CVPR 2018
Phase Retrieval Under a Generative Prior NIPS 2018
DropBlock: A regularization method for convolutional networks NIPS 2018
A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check EMNLP 2018
Reducing Gender Bias in Abusive Language Detection EMNLP 2018
STACC, OOV Density and N-gram Saturation: Vicomtech’s Participation in the WMT 2018 Shared Task on Parallel Corpus Filtering EMNLP 2018
Is Nike female? Exploring the role of sound symbolism in predicting brand name gender EMNLP 2018
Translation of Biomedical Documents with Focus on Spanish-English EMNLP 2018
Understanding Back-Translation at Scale EMNLP 2018
KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos EMNLP 2018
Data Augmentation for Neural Online Chats Response Selection EMNLP 2018
Dual Conditional Cross-Entropy Filtering of Noisy Parallel Corpora EMNLP 2018
Boosting Text Classification Performance on Sexist Tweets by Text Augmentation and Text Generation Using a Combination of Knowledge Graphs EMNLP 2018
On gradient regularizers for MMD GANs NIPS 2018