data augmentation

SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis CVPR 2018 Speaker-Follower Models for Vision-and-Language Navigation NeurIPS 2018 Style Aggregated Network for Facial Landmark Detection CVPR 2018 Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates ACL 2018 SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation EMNLP 2018 Synthetic Data Made to Order: The Case of Parsing EMNLP 2018 Talker Diarization in the Wild: the Case of Child-centered Daylong Audio-recordings Interspeech 2018 Tencent Neural Machine Translation Systems for WMT18 EMNLP 2018 Training Augmentation with Adversarial Examples for Robust Speech Recognition Interspeech 2018 Training Utterance-level Embedding Networks for Speaker Identification and Verification Interspeech 2018 Translations as Additional Contexts for Sentence Classification IJCAI 2018 Twitter Universal Dependency Parsing for African-American and Mainstream American English ACL 2018 Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks CVPR 2018 3D Convolutional Neural Networks for Efficient and Robust Hand Pose Estimation From Single Depth Images CVPR 2017 A Bayesian Data Augmentation Approach for Learning Deep Models NeurIPS 2017 AGA: Attribute-Guided Augmentation CVPR 2017 An Exploration of Data Augmentation and RNN Architectures for Question Ranking in Community Question Answering IJCNLP 2017 Automatically augmenting an emotion dataset improves classification using audio EACL 2017 Bingo at IJCNLP-2017 Task 4: Augmenting Data using Machine Translation for Cross-linguistic Customer Feedback Classification IJCNLP 2017 Commonly Uncommon: Semantic Sparsity in Situation Recognition CVPR 2017 Countermeasures for Automatic Speaker Verification Replay Spoofing Attack : On Data Augmentation, Feature Representation, Classification and Fusion Interspeech 2017 Data Augmentation for Low-Resource Neural Machine Translation ACL 2017 Data Augmentation, Missing Feature Mask and Kernel Classification for Through-the-Wall Acoustic Surveillance Interspeech 2017 Deep Ordinal Regression Based on Data Relationship for Small Datasets IJCAI 2017 Dynamic Attention-Controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-Set Sample Weighting CVPR 2017