data augmentation

Toward Understanding the Feature Learning Process of Self-supervised Contrastive Learning ICML 2021 Tradeoffs in Data Augmentation: An Empirical Study ICLR 2021 Training Data Augmentation for Code-Mixed Translation NAACL 2021 Training GANs with Stronger Augmentations via Contrastive Discriminator ICLR 2021 Transfer Learning and Data Augmentation Techniques to the COVID-19 Identification Tasks in ComParE 2021 Interspeech 2021 TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up NeurIPS 2021 TrivialAugment: Tuning-Free Yet State-of-the-Art Data Augmentation ICCV 2021 Truly Shift-Invariant Convolutional Neural Networks CVPR 2021 TTCB System Description to a Shared Task on Implicit and Underspecified Language 2021 ACL 2021 Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL NeurIPS 2021 Two Birds with One Stone: Series Saliency for Accurate and Interpretable Multivariate Time Series Forecasting IJCAI 2021 Uncertainty Quantification and Deep Ensembles NeurIPS 2021 Unleash GPT-2 Power for Event Detection ACL 2021 Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data EMNLP 2021 Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition EMNLP 2021 Unsupervised Pre-Training for Person Re-Identification CVPR 2021 UoB at ProfNER 2021: Data Augmentation for Classification Using Machine Translation NAACL 2021 UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ACL 2021 Variational Feature Disentangling for Fine-Grained Few-Shot Classification ICCV 2021 Viewmaker Networks: Learning Views for Unsupervised Representation Learning ICLR 2021 Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models EMNLP 2021 Vision-Language Navigation With Random Environmental Mixup ICCV 2021 Visual Transformers for Primates Classification and Covid Detection Interspeech 2021 VL-BERT+: Detecting Protected Groups in Hateful Multimodal Memes ACL 2021 Vocalization Recognition of People with Profound Intellectual and Multiple Disabilities (PIMD) Using Machine Learning Algorithms Interspeech 2021