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data augmentation

3052 papers

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DA

Co-occurring keywords

text classification (6793) large language model (13587) transfer learning (5449) semi-supervised learning (2341) few-shot learning (3398) domain adaptation (4595) machine translation (2499) image classification (1944) language model (4599) low-resource language (2273)

Papers

Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation NIPS 2021
AutoBalance: Optimized Loss Functions for Imbalanced Data NIPS 2021
Improving Transferability of Representations via Augmentation-Aware Self-Supervision NIPS 2021
Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer NIPS 2021
LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active Learning NIPS 2021
Towards Robust Classification Model by Counterfactual and Invariant Data Generation CVPR 2021
ALEM at CASE 2021 Task 1: Multilingual Text Classification on News Articles IJCNLP 2021
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation CVPR 2021
Generating Gender Augmented Data for NLP IJCNLP 2021
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition IJCNLP 2021
Changes in European Solidarity Before and During COVID-19: Evidence from a Large Crowd- and Expert-Annotated Twitter Dataset ACL 2021
From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text ACL 2021
Team “NoConflict” at CASE 2021 Task 1: Pretraining for Sentence-Level Protest Event Detection ACL 2021
FPAI at SemEval-2021 Task 6: BERT-MRC for Propaganda Techniques Detection ACL 2021
Regularizing Generative Adversarial Networks Under Limited Data CVPR 2021
CutPaste: Self-Supervised Learning for Anomaly Detection and Localization CVPR 2021
SkoltechNLP at SemEval-2021 Task 2: Generating Cross-Lingual Training Data for the Word-in-Context Task ACL 2021
What if We Only Use Real Datasets for Scene Text Recognition? Toward Scene Text Recognition With Fewer Labels CVPR 2021
Camera Pose Matters: Improving Depth Prediction by Mitigating Pose Distribution Bias CVPR 2021
A Deep Learning Framework for Improving Lameness Identification in Dairy Cattle AAAI 2021
LIREx: Augmenting Language Inference with Relevant Explanations AAAI 2021
Mask Guided Matting via Progressive Refinement Network CVPR 2021
Contrastive Self-supervised Learning for Graph Classification AAAI 2021
Ensembling With Deep Generative Views CVPR 2021
DatasetGAN: Efficient Labeled Data Factory With Minimal Human Effort CVPR 2021