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data augmentation

3037 papers

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Also known as

DA-MCMC DADA DA TTA ADA EDA

Co-occurring keywords

text classification (6776) large language model (12755) transfer learning (5442) semi-supervised learning (2331) few-shot learning (3390) domain adaptation (4578) machine translation (2472) image classification (1943) language model (4573) low-resource language (2234)

Papers

Rethinking Rotation in Self-Supervised Contrastive Learning: Adaptive Positive or Negative Data Augmentation WACV 2023
ECG-QALM: Entity-Controlled Synthetic Text Generation using Contextual Q&A for NER ACL 2023
IXA at SemEval-2023 Task 2: Baseline Xlm-Roberta-base Approach SEMEVAL 2023
Two-Level Data Augmentation for Calibrated Multi-View Detection WACV 2023
Semantics-Depth-Symbiosis: Deeply Coupled Semi-Supervised Learning of Semantics and Depth WACV 2023
How to (Virtually) Train Your Speaker Localizer INTERSPEECH 2023
Using Text Injection to Improve Recognition of Personal Identifiers in Speech INTERSPEECH 2023
Augmentation by Counterfactual Explanation - Fixing an Overconfident Classifier WACV 2023
Robust Automatic Speech Recognition via WavAugment Guided Phoneme Adversarial Training INTERSPEECH 2023
Background Domain Switch: A Novel Data Augmentation Technique for Robust Sound Event Detection INTERSPEECH 2023
The SSL Interplay: Augmentations, Inductive Bias, and Generalization ICML 2023
Spot Keywords From Very Noisy and Mixed Speech INTERSPEECH 2023
CNVVE: Dataset and Benchmark for Classifying Non-verbal Voice INTERSPEECH 2023
MetricAug: A Distortion Metric-Lead Augmentation Strategy for Training Noise-Robust Speech Emotion Recognizer INTERSPEECH 2023
Learning Cross-lingual Mappings for Data Augmentation to Improve Low-Resource Speech Recognition INTERSPEECH 2023
Hierarchical Timbre-Cadence Speaker Encoder for Zero-shot Speech Synthesis INTERSPEECH 2023
BIT’s System for Multilingual Track ACL 2023
PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation EACL 2023
Exploiting Cross-Domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition INTERSPEECH 2023
UniSplice: Universal Cross-Lingual Data Splicing for Low-Resource ASR INTERSPEECH 2023
Prodicus at SemEval-2023 Task 4: Enhancing Human Value Detection with Data Augmentation and Fine-Tuned Language Models SEMEVAL 2023
HW-TSC 2023 Submission for the Quality Estimation Shared Task EMNLP 2023
SKIM at WMT 2023 General Translation Task EMNLP 2023
BanglaNLP at BLP-2023 Task 1: Benchmarking different Transformer Models for Violence Inciting Text Detection in Bangla EMNLP 2023
On Pre-Training for Visuo-Motor Control: Revisiting a Learning-from-Scratch Baseline ICML 2023