conftrace_
← Application Areas
Machine Learning › Application Areas ›

Data Augmentation

3,622 papers

Papers per year

Papers

Retrieval Data Augmentation Informed by Downstream Question Answering Performance ACL 2022
Domain Specific Augmentations as Low Cost Teachers for Large Students AACL 2022
Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition INTERSPEECH 2022
ALP: Data Augmentation Using Lexicalized PCFGs for Few-Shot Text Classification AAAI 2022
Improved Data Augmentation for Translation Suggestion EMNLP 2022
pMCT: Patched Multi-Condition Training for Robust Speech Recognition INTERSPEECH 2022
Learning sRGB-to-Raw-RGB De-Rendering With Content-Aware Metadata CVPR 2022
VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization AAAI 2022
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System NAACL 2022
Don’t Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement Learning IJCAI 2022
A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective NIPS 2022
CNLP-NITS-PP at WANLP 2022 Shared Task: Propaganda Detection in Arabic using Data Augmentation and AraBERT Pre-trained Model EMNLP 2022
Semantically Consistent Data Augmentation for Neural Machine Translation via Conditional Masked Language Model COLING 2022
Dynamic Augmentation Data Selection for Few-shot Text Classification EMNLP 2022
CTRLsum: Towards Generic Controllable Text Summarization EMNLP 2022
DMix: Adaptive Distance-aware Interpolative Mixup ACL 2022
Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection NAACL 2022
AIM: An Auto-Augmenter for Images and Meshes CVPR 2022
DUTNLP Machine Translation System for WMT22 General MT Task EMNLP 2022
Amrita_CEN at SemEval-2022 Task 6: A Machine Learning Approach for Detecting Intended Sarcasm using Oversampling SEMEVAL 2022
Conversational Bots for Psychotherapy: A Study of Generative Transformer Models Using Domain-specific Dialogues ACL 2022
Hyperbolic Feature Augmentation via Distribution Estimation and Infinite Sampling on Manifolds NIPS 2022
PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures CVPR 2022
End-to-end Mispronunciation Detection with Simulated Error Distance INTERSPEECH 2022
Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation ACL 2022