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Data Augmentation

434 directly classified papers

Papers per year

Papers

The Origins and Prevalence of Texture Bias in Convolutional Neural Networks NIPS 2020
Improving Auto-Augment via Augmentation-Wise Weight Sharing NIPS 2020
Diversifying Dialogue Generation with Non-Conversational Text ACL 2020
Good-Enough Compositional Data Augmentation ACL 2020
Augmenting Data for Sarcasm Detection with Unlabeled Conversation Context ACL 2020
OPPO’s Machine Translation System for the IWSLT 2020 Open Domain Translation Task ACL 2020
How to Tame Your Data: Data Augmentation for Dialog State Tracking ACL 2020
Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors ACL 2020
Learning Augmentation Network via Influence Functions CVPR 2020
Learn to Augment: Joint Data Augmentation and Network Optimization for Text Recognition CVPR 2020
Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation CVPR 2020
Cascaded Deep Monocular 3D Human Pose Estimation With Evolutionary Training Data CVPR 2020
PointAugment: An Auto-Augmentation Framework for Point Cloud Classification CVPR 2020
DeepPaperComposer: A Simple Solution for Training Data Preparation for Parsing Research Papers EMNLP 2020
Rethinking Data Augmentation for Image Super-resolution: A Comprehensive Analysis and a New Strategy CVPR 2020
Boosting Neural Machine Translation with Similar Translations ACL 2020
Whisper Augmented End-to-End/Hybrid Speech Recognition System — CycleGAN Approach INTERSPEECH 2020
SpecSwap: A Simple Data Augmentation Method for End-to-End Speech Recognition INTERSPEECH 2020
Stochastic Batch Augmentation with An Effective Distilled Dynamic Soft Label Regularizer IJCAI 2020
Syntactic Data Augmentation Increases Robustness to Inference Heuristics ACL 2020
Parallel Data Augmentation for Formality Style Transfer ACL 2020
Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation ACL 2020
Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation ACL 2020
Generate, Segment, and Refine: Towards Generic Manipulation Segmentation AAAI 2020
Random Erasing Data Augmentation AAAI 2020