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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Intra-Class Part Swapping for Fine-Grained Image Classification WACV 2021
Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets From 3D Scans 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
GigaSpeech: An Evolving, Multi-Domain ASR Corpus with 10,000 Hours of Transcribed Audio INTERSPEECH 2021
Text Augmentation for Language Models in High Error Recognition Scenario INTERSPEECH 2021
On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR INTERSPEECH 2021
The TAL System for the INTERSPEECH2021 Shared Task on Automatic Speech Recognition for Non-Native Childrens Speech INTERSPEECH 2021
Data Augmentation Methods for End-to-End Speech Recognition on Distant-Talk Scenarios INTERSPEECH 2021
User-Initiated Repetition-Based Recovery in Multi-Utterance Dialogue Systems INTERSPEECH 2021
IncreACO: Incrementally Learned Automatic Check-Out With Photorealistic Exemplar Augmentation WACV 2021
A Comparative Study on Neural Architectures and Training Methods for Japanese Speech Recognition INTERSPEECH 2021
Semantic Data Augmentation for End-to-End Mandarin Speech Recognition INTERSPEECH 2021
Leveraging Phone Mask Training for Phonetic-Reduction-Robust E2E Uyghur Speech Recognition INTERSPEECH 2021
Cross-language Sentence Selection via Data Augmentation and Rationale Training ACL 2021
LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification ACL 2021
Robustness Testing of Language Understanding in Task-Oriented Dialog ACL 2021
Data Augmentation for Text Generation Without Any Augmented Data ACL 2021
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ACL 2021
Improving Formality Style Transfer with Context-Aware Rule Injection ACL 2021