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Data Augmentation

3622 directly classified papers

Papers per year

Papers

PoseGen: Learning to Generate 3D Human Pose Dataset with NeRF AAAI 2024
Translation of Multifaceted Data without Re-Training of Machine Translation Systems EMNLP 2024
Learning to Read Analog Gauges from Synthetic Data WACV 2024
Context Does Matter: Implications for Crowdsourced Evaluation Labels in Task-Oriented Dialogue Systems NAACL 2024
You Make me Feel like a Natural Question: Training QA Systems on Transformed Trivia Questions EMNLP 2024
Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning ACL 2024
Reinforcement Learning based Data Augmentation for Noise Robust Speech Emotion Recognition INTERSPEECH 2024
AUTH at BioLaySumm 2024: Bringing Scientific Content to Kids ACL 2024
A Comprehensive Investigation on Speaker Augmentation for Speaker Recognition INTERSPEECH 2024
ROAR: Reinforcing Original to Augmented Data Ratio Dynamics for Wav2vec2.0 Based ASR INTERSPEECH 2024
Comparing Data Augmentation Methods for End-to-End Task-Oriented Dialog Systems ACL 2024
Deterministic Reversible Data Augmentation for Neural Machine Translation ACL 2024
Altogether: Image Captioning via Re-aligning Alt-text EMNLP 2024
TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles ACL 2024
MetaJND: A Meta-Learning Approach for Just Noticeable Difference Estimation IJCAI 2024
Refining and Synthesis: A Simple yet Effective Data Augmentation Framework for Cross-Domain Aspect-based Sentiment Analysis ACL 2024
Frequency-mix Knowledge Distillation for Fake Speech Detection INTERSPEECH 2024
Improved Remixing Process for Domain Adaptation-Based Speech Enhancement by Mitigating Data Imbalance in Signal-to-Noise Ratio INTERSPEECH 2024
MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning ACL 2024
ARAIDA: Analogical Reasoning-Augmented Interactive Data Annotation ACL 2024
Neural Compression Augmentation for Contrastive Audio Representation Learning INTERSPEECH 2024
Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation ACL 2024
FastDrag: Manipulate Anything in One Step NIPS 2024
Improving Grammatical Error Correction via Contextual Data Augmentation ACL 2024
Singing Voice Data Scaling-up: An Introduction to ACE-Opencpop and ACE-KiSing INTERSPEECH 2024