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Data Augmentation

3,720 papers

Papers per year

7
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562
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Papers

Counterfactual Interpolation Augmentation (CIA): A Unified Approach to Enhance Fairness and Explainability of DNN IJCAI 2022
ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing IJCAI 2022
T-SMOTE: Temporal-oriented Synthetic Minority Oversampling Technique for Imbalanced Time Series Classification IJCAI 2022
Logit Mixing Training for More Reliable and Accurate Prediction IJCAI 2022
Data Augmentation for Learning to Play in Text-Based Games IJCAI 2022
Information Augmentation for Few-shot Node Classification IJCAI 2022
Don’t Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement Learning IJCAI 2022
Self-Supervised Learning with Attention-based Latent Signal Augmentation for Sleep Staging with Limited Labeled Data IJCAI 2022
AdMix: A Mixed Sample Data Augmentation Method for Neural Machine Translation IJCAI 2022
Low-Resource NER by Data Augmentation With Prompting IJCAI 2022
Towards Creativity Characterization of Generative Models via Group-Based Subset Scanning IJCAI 2022
Dataset Augmentation in Papyrology with Generative Models: A Study of Synthetic Ancient Greek Character Images IJCAI 2022
Early Diagnosis of Lyme Disease by Recognizing Erythema Migrans Skin Lesion from Images Utilizing Deep Learning Techniques IJCAI 2022
SchAman: Spell-Checking Resources and Benchmark for Endangered Languages from Amazonia IJCNLP 2022
CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing IJCNLP 2022
Improved ASR Performance for Dysarthric Speech Using Two-stage DataAugmentation INTERSPEECH 2022
Modelling Turn-taking in Multispeaker Parties for Realistic Data Simulation INTERSPEECH 2022
VoiceLab: Software for Fully Reproducible Automated Voice Analysis INTERSPEECH 2022
Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition INTERSPEECH 2022
Dataset Pruning for Resource-constrained Spoofed Audio Detection INTERSPEECH 2022
An Automatic Soundtracking System for Text-to-Speech Audiobooks INTERSPEECH 2022
Data Augmentation Using McAdams-Coefficient-Based Speaker Anonymization for Fake Audio Detection INTERSPEECH 2022
Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning INTERSPEECH 2022
VAgyojaka: An Annotating and Post-Editing Tool for Automatic Speech Recognition INTERSPEECH 2022
Training Data Generation with DOA-based Selecting and Remixing for Unsupervised Training of Deep Separation Models INTERSPEECH 2022