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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Leveraging Synthetic Data To Learn Video Stabilization Under Adverse Conditions WACV 2024
Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling ACL 2024
PDAMeta: Meta-Learning Framework with Progressive Data Augmentation for Few-Shot Text Classification COLING 2024
Multilinguality or Back-translation? A Case Study with Estonian COLING 2024
Posterior Uncertainty Quantification in Neural Networks using Data Augmentation AISTATS 2024
Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning ACL 2024
Bird Whisperer: Leveraging Large Pre-trained Acoustic Model for Bird Call Classification INTERSPEECH 2024
Effects of Markers in Training Datasets on the Accuracy of 6D Pose Estimation WACV 2024
TSDS: Data Selection for Task-Specific Model Finetuning NIPS 2024
Classifying Cable Tendency With Semantic Segmentation by Utilizing Real and Simulated RGB Data WACV 2024
Modeling Orthographic Variation Improves NLP Performance for Nigerian Pidgin COLING 2024
Improving the Leaking of Augmentations in Data-Efficient GANs via Adaptive Negative Data Augmentation WACV 2024
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges ACL 2024
Modeling Low-Resource Health Coaching Dialogues via Neuro-Symbolic Goal Summarization and Text-Units-Text Generation COLING 2024
Revisiting Interpolation Augmentation for Speech-to-Text Generation ACL 2024
Improving child speech recognition with augmented child-like speech INTERSPEECH 2024
Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation ACL 2024
Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning ACL 2024
Color-Oriented Redundancy Reduction in Dataset Distillation NIPS 2024
Logging Keystrokes in Writing by English Learners COLING 2024
Counterfactual Dialog Mixing as Data Augmentation for Task-Oriented Dialog Systems COLING 2024
TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles ACL 2024
NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement AAAI 2024
Image Captioning with Multi-Context Synthetic Data AAAI 2024
OAM-TCD: A globally diverse dataset of high-resolution tree cover maps NIPS 2024