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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Stochastic Feature Averaging for Learning with Long-Tailed Noisy Labels IJCAI 2023
Mind the Label Shift of Augmentation-Based Graph OOD Generalization CVPR 2023
HW-TSC 2023 Submission for the Quality Estimation Shared Task EMNLP 2023
IOL Research Machine Translation Systems for WMT23 General Machine Translation Shared Task EMNLP 2023
SKIM at WMT 2023 General Translation Task EMNLP 2023
Factual Relation Discrimination for Factuality-oriented Abstractive Summarization EMNLP 2023
Quality-Aware Self-Training on Differentiable Synthesis of Rare Relational Data AAAI 2023
EXPLAIN, EDIT, GENERATE: Rationale-Sensitive Counterfactual Data Augmentation for Multi-hop Fact Verification EMNLP 2023
Predictive Chemistry Augmented with Text Retrieval EMNLP 2023
PROSE: A Pronoun Omission Solution for Chinese-English Spoken Language Translation EMNLP 2023
ECG-QALM: Entity-Controlled Synthetic Text Generation using Contextual Q&A for NER ACL 2023
STARS: Spatial-Temporal Active Re-sampling for Label-Efficient Learning from Noisy Annotations AAAI 2023
tmn at SemEval-2023 Task 9: Multilingual Tweet Intimacy Detection Using XLM-T, Google Translate, and Ensemble Learning SEMEVAL 2023
Boosting Distress Support Dialogue Responses with Motivational Interviewing Strategy ACL 2023
Stanford MLab at SemEval-2023 Task 10: Exploring GloVe- and Transformer-Based Methods for the Explainable Detection of Online Sexism SEMEVAL 2023
PartMix: Regularization Strategy To Learn Part Discovery for Visible-Infrared Person Re-Identification CVPR 2023
Auditing and Robustifying COVID-19 Misinformation Datasets via Anticontent Sampling AAAI 2023
Rethinking Rotation in Self-Supervised Contrastive Learning: Adaptive Positive or Negative Data Augmentation WACV 2023
RankMix: Data Augmentation for Weakly Supervised Learning of Classifying Whole Slide Images With Diverse Sizes and Imbalanced Categories CVPR 2023
Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior CVPR 2023
Improve Video Representation with Temporal Adversarial Augmentation IJCAI 2023
Ask Language Model to Clean Your Noisy Translation Data EMNLP 2023
Improving Dutch Vaccine Hesitancy Monitoring via Multi-Label Data Augmentation with GPT-3.5 ACL 2023
Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection CVPR 2023
One-Shot Synthesis of Images and Segmentation Masks WACV 2023