Data Augmentation

One for More: Selecting Generalizable Samples for Generalizable ReID Model AAAI 2021 On Feature Normalization and Data Augmentation CVPR 2021 On Generalization in Coreference Resolution EMNLP 2021 On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness NeurIPS 2021 Online Class-Incremental Continual Learning with Adversarial Shapley Value AAAI 2021 On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR Interspeech 2021 OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification ACL 2021 OpenML-Python: an extensible Python API for OpenML JMLR 2021 OpenRooms: An Open Framework for Photorealistic Indoor Scene Datasets CVPR 2021 Open-Set Audio Classification with Limited Training Resources Based on Augmentation Enhanced Variational Auto-Encoder GAN with Detection-Classification Joint Training Interspeech 2021 PANACEA Cough Sound-Based Diagnosis of COVID-19 for the DiCOVA 2021 Challenge Interspeech 2021 PanGEA: The Panoramic Graph Environment Annotation Toolkit NAACL 2021 Paragraph-level Simplification of Medical Texts NAACL 2021 PASS: Perturb-and-Select Summarizer for Product Reviews ACL 2021 PAW at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation : Exploring Cross Lingual Transfer, Augmentations and Adversarial Training SemEval 2021 PAWLS: PDF Annotation With Labels and Structure ACL 2021 PClean: Bayesian Data Cleaning at Scale with Domain-Specific Probabilistic Programming AISTATS 2021 PointAugmenting: Cross-Modal Augmentation for 3D Object Detection CVPR 2021 Point Cloud Augmentation With Weighted Local Transformations ICCV 2021 Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models ACL 2021 PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation CVPR 2021 Privacy-Preserving Collaborative Learning With Automatic Transformation Search CVPR 2021 Private Post-GAN Boosting ICLR 2021 Proteno: Text Normalization with Limited Data for Fast Deployment in Text to Speech Systems NAACL 2021 Prototype Augmentation and Self-Supervision for Incremental Learning CVPR 2021