Data Augmentation

Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation AAAI 2023 Visualizing Data Augmentation in Deep Speaker Recognition Interspeech 2023 3D Manifold Topology Based Medical Image Data Augmentation ACML 2022 Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach NeurIPS 2022 Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning AAAI 2022 AIM: An Auto-Augmenter for Images and Meshes CVPR 2022 AlignMixup: Improving Representations by Interpolating Aligned Features CVPR 2022 A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022 ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis CVPR 2022 A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal NeurIPS 2022 A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective NeurIPS 2022 Automatically Discarding Straplines to Improve Data Quality for Abstractive News Summarization ACL 2022 Beyond neural scaling laws: beating power law scaling via data pruning NeurIPS 2022 CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals ICLR 2022 Can a Transformer Pass the Wug Test? Tuning Copying Bias in Neural Morphological Inflection Models ACL 2022 Clozer”:” Adaptable Data Augmentation for Cloze-style Reading Comprehension ACL 2022 Correlation Field for Boosting 3D Object Detection in Structured Scenes AAAI 2022 Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues EMNLP 2022 Data augmentation for efficient learning from parametric experts NeurIPS 2022 Data Augmentation for Inline Tag-Aware Neural Machine Translation EMNLP 2022 Data-Efficient Augmentation for Training Neural Networks NeurIPS 2022 DE-ABUSE@TamilNLP-ACL 2022: Transliteration as Data Augmentation for Abuse Detection in Tamil ACL 2022 Deep AutoAugment ICLR 2022 Deep invariant networks with differentiable augmentation layers NeurIPS 2022 Directional Self-Supervised Learning for Heavy Image Augmentations CVPR 2022