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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Iterative Back-Translation for Neural Machine Translation ACL 2018
MULAN: A Blind and Off-Grid Method for Multichannel Echo Retrieval NIPS 2018
Dimensionality-Driven Learning with Noisy Labels ICML 2018
Generalizing to Unseen Domains via Adversarial Data Augmentation NIPS 2018
A Novel Data Representation for Effective Learning in Class Imbalanced Scenarios IJCAI 2018
Line separation from topographic maps using regional color and spatial information IJCAI 2018
Translations as Additional Contexts for Sentence Classification IJCAI 2018
Generating Synthetic X-Ray Images of a Person From the Surface Geometry CVPR 2018
Adversarially Occluded Samples for Person Re-Identification CVPR 2018
Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++ CVPR 2018
OhioState at SemEval-2018 Task 7: Exploiting Data Augmentation for Relation Classification in Scientific Papers Using Piecewise Convolutional Neural Networks SEMEVAL 2018
Neural Response Ranking for Social Conversation: A Data-Efficient Approach EMNLP 2018
Beyond 1/2-Approximation for Submodular Maximization on Massive Data Streams ICML 2018
Music Genre Recognition Using Deep Neural Networks and Transfer Learning INTERSPEECH 2018
Learning to Converse with Noisy Data: Generation with Calibration IJCAI 2018
SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation EMNLP 2018
AAR-CNNs: Auto Adaptive Regularized Convolutional Neural Networks IJCAI 2018
Policy Optimization with Demonstrations ICML 2018
Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation EMNLP 2018
prDeep: Robust Phase Retrieval with a Flexible Deep Network ICML 2018
Imbalance Learning-based Framework for Fear Recognition in the MediaEval Emotional Impact of Movies Task INTERSPEECH 2018
An Open Source Emotional Speech Corpus for Human Robot Interaction Applications INTERSPEECH 2018
Glottal Closure Instant Detection from Speech Signal Using Voting Classifier and Recursive Feature Elimination INTERSPEECH 2018
Automatic Miscue Detection Using RNN Based Models with Data Augmentation INTERSPEECH 2018
Analysis of sparse representation based feature on speech mode classification INTERSPEECH 2018