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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

KoDF: A Large-Scale Korean DeepFake Detection Dataset ICCV 2021
Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain ICCV 2021
Dissecting Image Crops ICCV 2021
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding IJCNLP 2021
AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation IJCNLP 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation IJCNLP 2021
NLPIITR at SemEval-2021 Task 6: RoBERTa Model with Data Augmentation for Persuasion Techniques Detection SEMEVAL 2021
LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features SEMEVAL 2021
Lone Pine at SemEval-2021 Task 5: Fine-Grained Detection of Hate Speech Using BERToxic SEMEVAL 2021
Contrast and Classify: Training Robust VQA Models ICCV 2021
Vision-Language Navigation With Random Environmental Mixup ICCV 2021
Toward Understanding the Feature Learning Process of Self-supervised Contrastive Learning ICML 2021
Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline ICML 2021
Improved Contrastive Divergence Training of Energy-Based Models ICML 2021
Augmenting Slot Values and Contexts for Spoken Language Understanding with Pretrained Models INTERSPEECH 2021
Relational Data Selection for Data Augmentation of Speaker-Dependent Multi-Band MelGAN Vocoder INTERSPEECH 2021
An Improved StarGAN for Emotional Voice Conversion: Enhancing Voice Quality and Data Augmentation INTERSPEECH 2021
Noisy Student-Teacher Training for Robust Keyword Spotting INTERSPEECH 2021
Data Augmentation for Spoken Language Understanding via Pretrained Language Models INTERSPEECH 2021
Modeling the Effect of Military Oxygen Masks on Speech Characteristics INTERSPEECH 2021
An Evaluation of Data Augmentation Methods for Sound Scene Geotagging INTERSPEECH 2021
Combining Hybrid and End-to-End Approaches for the OpenASR20 Challenge INTERSPEECH 2021
On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR INTERSPEECH 2021
The TAL System for the INTERSPEECH2021 Shared Task on Automatic Speech Recognition for Non-Native Childrens Speech INTERSPEECH 2021
Data Augmentation Methods for End-to-End Speech Recognition on Distant-Talk Scenarios INTERSPEECH 2021