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data augmentation

3052 papers

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DA

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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

Dartmouth at SemEval-2022 Task 6: Detection of Sarcasm SEMEVAL 2022
External Text Based Data Augmentation for Low-Resource Speech Recognition in the Constrained Condition of OpenASR21 Challenge INTERSPEECH 2022
Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency Domain NIPS 2022
The THUEE System Description for the IARPA OpenASR21 Challenge INTERSPEECH 2022
Syntactically Rich Discriminative Training: An Effective Method for Open Information Extraction EMNLP 2022
Using Mixup as a Regularizer Can Surprisingly Improve Accuracy & Out-of-Distribution Robustness NIPS 2022
Improving Chinese Grammatical Error Detection via Data augmentation by Conditional Error Generation ACL 2022
Data Augmentation for Rare Symptoms in Vaccine Side-Effect Detection ACL 2022
Data-Augmented Contact Model for Rigid Body Simulation L4DC 2022
The Effects of Regularization and Data Augmentation are Class Dependent NIPS 2022
Speckle and Shadows: Ultrasound-specific Physics-based Data Augmentation for Kidney Segmentation MIDL 2022
Retrieval Based Response Letter Generation For a Customer Care Setting NAACL 2022
Directional Self-Supervised Learning for Heavy Image Augmentations CVPR 2022
3D-VField: Adversarial Augmentation of Point Clouds for Domain Generalization in 3D Object Detection CVPR 2022
MogFace: Towards a Deeper Appreciation on Face Detection CVPR 2022
Primitive3D: 3D Object Dataset Synthesis From Randomly Assembled Primitives CVPR 2022
Efficient Semi-supervised Consistency Training for Natural Language Understanding NAACL 2022
ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation EMNLP 2022
GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction MLHC 2022
ATD: Augmenting CP Tensor Decomposition by Self Supervision NIPS 2022
3D Common Corruptions and Data Augmentation CVPR 2022
Robust Optimization As Data Augmentation for Large-Scale Graphs CVPR 2022
Product Answer Generation from Heterogeneous Sources: A New Benchmark and Best Practices ACL 2022
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation EMNLP 2022
Cyclic test time augmentation with entropy weight method UAI 2022