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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

IPMix: Label-Preserving Data Augmentation Method for Training Robust Classifiers NIPS 2023
Does progress on ImageNet transfer to real-world datasets? NIPS 2023
Data-Centric Learning from Unlabeled Graphs with Diffusion Model NIPS 2023
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models NIPS 2023
Understanding the detrimental class-level effects of data augmentation NIPS 2023
Frequency-dependent Image Reconstruction Error for Micro Defect Detection ACML 2023
Strategies to Improve Low-Resource Agglutinative Languages Morphological Inflection CONLL 2023
Improving Dutch Vaccine Hesitancy Monitoring via Multi-Label Data Augmentation with GPT-3.5 ACL 2023
WADER at SemEval-2023 Task 9: A Weak-labelling framework for Data augmentation in tExt Regression Tasks ACL 2023
Use Your Head: Improving Long-Tail Video Recognition CVPR 2023
SVFormer: Semi-Supervised Video Transformer for Action Recognition CVPR 2023
On discrete symmetries of robotics systems: A group-theoretic and data-driven analysis RSS 2023
Scaling Robot Learning with Semantically Imagined Experience RSS 2023
CodeNLP at SemEval-2023 Task 2: Data Augmentation for Named Entity Recognition by Combination of Sequence Generation Strategies ACL 2023
DSHacker at SemEval-2023 Task 3: Genres and Persuasion Techniques Detection with Multilingual Data Augmentation through Machine Translation and Text Generation SEMEVAL 2023
NLUBot101 at SemEval-2023 Task 3: An Augmented Multilingual NLI Approach Towards Online News Persuasion Techniques Detection SEMEVAL 2023
Sakura at SemEval-2023 Task 2: Data Augmentation via Translation SEMEVAL 2023
Boosting Text Augmentation via Hybrid Instance Filtering Framework ACL 2023
HHS at SemEval-2023 Task 10: A Comparative Analysis of Sexism Detection Based on the RoBERTa Model ACL 2023
AdamR at SemEval-2023 Task 10: Solving the Class Imbalance Problem in Sexism Detection with Ensemble Learning ACL 2023
NLUBot101 at SemEval-2023 Task 3: An Augmented Multilingual NLI Approach Towards Online News Persuasion Techniques Detection ACL 2023
Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup ICML 2023
The Value of Out-of-Distribution Data ICML 2023
Tied-Augment: Controlling Representation Similarity Improves Data Augmentation ICML 2023
Learning Instance-Specific Augmentations by Capturing Local Invariances ICML 2023