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data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

Adversarial Data Augmentation for Disordered Speech Recognition INTERSPEECH 2021
Device Playback Augmentation with Echo Cancellation for Keyword Spotting INTERSPEECH 2021
Open-Set Audio Classification with Limited Training Resources Based on Augmentation Enhanced Variational Auto-Encoder GAN with Detection-Classification Joint Training INTERSPEECH 2021
Language Recognition on Unknown Conditions: The LORIA-Inria-MULTISPEECH System for AP20-OLR Challenge INTERSPEECH 2021
A Simple Feature Augmentation for Domain Generalization ICCV 2021
Vocalization Recognition of People with Profound Intellectual and Multiple Disabilities (PIMD) Using Machine Learning Algorithms INTERSPEECH 2021
Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation ICCV 2021
Variational Feature Disentangling for Fine-Grained Few-Shot Classification ICCV 2021
Direct Differentiable Augmentation Search ICCV 2021
Continuous Copy-Paste for One-Stage Multi-Object Tracking and Segmentation ICCV 2021
TrivialAugment: Tuning-Free Yet State-of-the-Art Data Augmentation ICCV 2021
Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images With Artificial Neural Networks ICCV 2021
Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation ICCV 2021
A Simple Baseline for Semi-Supervised Semantic Segmentation With Strong Data Augmentation ICCV 2021
Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection IJCNLP 2021
Robustness Testing of Language Understanding in Task-Oriented Dialog IJCNLP 2021
Data Augmentation for Text Generation Without Any Augmented Data IJCNLP 2021
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP IJCNLP 2021
Changes in European Solidarity Before and During COVID-19: Evidence from a Large Crowd- and Expert-Annotated Twitter Dataset IJCNLP 2021
Image Shape Manipulation From a Single Augmented Training Sample ICCV 2021
Point Cloud Augmentation With Weighted Local Transformations ICCV 2021
Attack-Guided Perceptual Data Generation for Real-World Re-Identification ICCV 2021
Exploring Long Tail Visual Relationship Recognition With Large Vocabulary ICCV 2021
BiaSwap: Removing Dataset Bias With Bias-Tailored Swapping Augmentation ICCV 2021
Semantic Perturbations With Normalizing Flows for Improved Generalization ICCV 2021