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Data Augmentation

3622 directly classified papers

Papers per year

Papers

Meta-Tuning Loss Functions and Data Augmentation for Few-Shot Object Detection CVPR 2023
Exploiting Cross-Domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition INTERSPEECH 2023
MixRep: Hidden Representation Mixup for Low-Resource Speech Recognition INTERSPEECH 2023
Quality-agnostic Image Captioning to Safely Assist People with Vision Impairment IJCAI 2023
Resolution Consistency Training on Time-Frequency Domain for Semi-Supervised Sound Event Detection INTERSPEECH 2023
Background Domain Switch: A Novel Data Augmentation Technique for Robust Sound Event Detection INTERSPEECH 2023
ASR data augmentation in low-resource settings using cross-lingual multi-speaker TTS and cross-lingual voice conversion INTERSPEECH 2023
Context-aware Medication Event Extraction from Unstructured Text ACL 2023
Improving Code-Switching and Name Entity Recognition in ASR with Speech Editing based Data Augmentation INTERSPEECH 2023
Spot Keywords From Very Noisy and Mixed Speech INTERSPEECH 2023
Ask Language Model to Clean Your Noisy Translation Data EMNLP 2023
StyleIPSB: Identity-Preserving Semantic Basis of StyleGAN for High Fidelity Face Swapping CVPR 2023
NeRF in the Palm of Your Hand: Corrective Augmentation for Robotics via Novel-View Synthesis CVPR 2023
Random Utterance Concatenation Based Data Augmentation for Improving Short-video Speech Recognition INTERSPEECH 2023
CNVVE: Dataset and Benchmark for Classifying Non-verbal Voice INTERSPEECH 2023
Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients’ Problems and Data Augmentation with Black-box Large Language Models ACL 2023
Language Agnostic Data-Driven Inverse Text Normalization INTERSPEECH 2023
An Efficient Approach for the Automated Segmentation and Transcription of the People's Speech Sorpus INTERSPEECH 2023
Reimagining Synthetic Tabular Data Generation through Data-Centric AI: A Comprehensive Benchmark NIPS 2023
Targeted Image Data Augmentation Increases Basic Skills Captioning Robustness EMNLP 2023
Improving Classifier Robustness through Active Generative Counterfactual Data Augmentation EMNLP 2023
Automatic Transcription of Handwritten Old Occitan Language EMNLP 2023
MILAB at PragTag-2023: Enhancing Cross-Domain Generalization through Data Augmentation with Reduced Uncertainty EMNLP 2023
TALP-UPC at ProbSum 2023: Fine-tuning and Data Augmentation Strategies for NER ACL 2023
Robust Automatic Speech Recognition via WavAugment Guided Phoneme Adversarial Training INTERSPEECH 2023