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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images IJCAI 2021
Time Series Data Augmentation for Deep Learning: A Survey IJCAI 2021
Fricative Phoneme Detection Using Deep Neural Networks and its Comparison to Traditional Methods INTERSPEECH 2021
Deep-Learning-Based Central African Primate Species Classification with MixUp and SpecAugment INTERSPEECH 2021
SpecMix : A Mixed Sample Data Augmentation Method for Training with Time-Frequency Domain Features INTERSPEECH 2021
SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification INTERSPEECH 2021
Deep Audio-Visual Speech Separation Based on Facial Motion INTERSPEECH 2021
Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and Attention INTERSPEECH 2021
SynthASR: Unlocking Synthetic Data for Speech Recognition INTERSPEECH 2021
Simulating Reading Mistakes for Child Speech Transformer-Based Phone Recognition INTERSPEECH 2021
How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks EMNLP 2021
Data Augmentation for Graph Neural Networks AAAI 2021
Sketch Generation with Drawing Process Guided by Vector Flow and Grayscale AAAI 2021
Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract) AAAI 2021
One for More: Selecting Generalizable Samples for Generalizable ReID Model AAAI 2021
Accelerating Ecological Sciences from Above: Spatial Contrastive Learning for Remote Sensing AAAI 2021
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios NAACL 2021
Integrative Generalized Convex Clustering Optimization and Feature Selection for Mixed Multi-View Data JMLR 2021
CoRI: Collective Relation Integration with Data Augmentation for Open Information Extraction ACL 2021
PASS: Perturb-and-Select Summarizer for Product Reviews ACL 2021
Counts@IITK at SemEval-2021 Task 8: SciBERT Based Entity And Semantic Relation Extraction For Scientific Data ACL 2021
Guideline Bias in Wizard-of-Oz Dialogues ACL 2021
Multi-view Subword Regularization NAACL 2021
PAWLS: PDF Annotation With Labels and Structure ACL 2021
Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate Detection ACL 2021