← Application Areas
Machine Learning › Application Areas ›

Data Augmentation

3622 directly classified papers

Papers per year

Papers

Infinite Photorealistic Worlds Using Procedural Generation CVPR 2023
PartMix: Regularization Strategy To Learn Part Discovery for Visible-Infrared Person Re-Identification CVPR 2023
DISCOVER: Making Vision Networks Interpretable via Competition and Dissection NIPS 2023
Team Error Point at BLP-2023 Task 2: A Comparative Exploration of Hybrid Deep Learning and Machine Learning Approach for Advanced Sentiment Analysis Techniques. EMNLP 2023
MILAB at PragTag-2023: Enhancing Cross-Domain Generalization through Data Augmentation with Reduced Uncertainty EMNLP 2023
Targeted Image Data Augmentation Increases Basic Skills Captioning Robustness EMNLP 2023
Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime AAAI 2023
TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER ACL 2023
Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification AAAI 2023
Arabic Dysarthric Speech Recognition Using Adversarial and Signal-Based Augmentation INTERSPEECH 2023
IOL Research Machine Translation Systems for WMT23 Low-Resource Indic Language Translation Shared Task EMNLP 2023
Byte Pair Encoding for Symbolic Music EMNLP 2023
Data Augmentation for Diverse Voice Conversion in Noisy Environments INTERSPEECH 2023
Generative Table Pre-training Empowers Models for Tabular Prediction EMNLP 2023
Augmenting Reddit Posts to Determine Wellness Dimensions impacting Mental Health ACL 2023
Understanding Compositional Data Augmentation in Typologically Diverse Morphological Inflection EMNLP 2023
Automatic Transcription of Handwritten Old Occitan Language EMNLP 2023
Learning Cross-lingual Mappings for Data Augmentation to Improve Low-Resource Speech Recognition INTERSPEECH 2023
An Efficient Approach for the Automated Segmentation and Transcription of the People's Speech Sorpus INTERSPEECH 2023
Cultural Concept Adaptation on Multimodal Reasoning EMNLP 2023
Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning INTERSPEECH 2023
Improving Classifier Robustness through Active Generative Counterfactual Data Augmentation EMNLP 2023
Improving Reading Comprehension Question Generation with Data Augmentation and Overgenerate-and-rank ACL 2023
Gender-Inclusive Grammatical Error Correction through Augmentation ACL 2023
CNVVE: Dataset and Benchmark for Classifying Non-verbal Voice INTERSPEECH 2023