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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Data Augmentation for Cross-Domain Named Entity Recognition EMNLP 2021
Transfer Learning and Data Augmentation Techniques to the COVID-19 Identification Tasks in ComParE 2021 INTERSPEECH 2021
Visual Transformers for Primates Classification and Covid Detection INTERSPEECH 2021
SkoltechNLP at SemEval-2021 Task 5: Leveraging Sentence-level Pre-training for Toxic Span Detection ACL 2021
LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation ACL 2021
PALI at SemEval-2021 Task 2: Fine-Tune XLM-RoBERTa for Word in Context Disambiguation ACL 2021
CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction IJCNLP 2021
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation ACL 2021
DecAug: Augmenting HOI Detection via Decomposition AAAI 2021
Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images ACL 2021
Data Augmentation Can Improve Robustness NIPS 2021
The University of Arizona at SemEval-2021 Task 10: Applying Self-training, Active Learning and Data Augmentation to Source-free Domain Adaptation ACL 2021
BiaSwap: Removing Dataset Bias With Bias-Tailored Swapping Augmentation ICCV 2021
Attack-Guided Perceptual Data Generation for Real-World Re-Identification ICCV 2021
Point Cloud Augmentation With Weighted Local Transformations ICCV 2021
Image Shape Manipulation From a Single Augmented Training Sample ICCV 2021
Document-Grounded Goal-Oriented Dialogue Systems on Pre-Trained Language Model with Diverse Input Representation ACL 2021
Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation NIPS 2021
BOUN at SemEval-2021 Task 9: Text Augmentation Techniques for Fact Verification in Tabular Data ACL 2021
Good-Enough Example Extrapolation EMNLP 2021
Computational Visual Ceramicology: Matching Image Outlines to Catalog Sketches AAAI 2021
LiDAR-Aug: A General Rendering-Based Augmentation Framework for 3D Object Detection CVPR 2021
Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions ACL 2021
Contextual Similarity Aggregation with Self-attention for Visual Re-ranking NIPS 2021
A Continuous Mapping For Augmentation Design NIPS 2021