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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

FreGAN: Exploiting Frequency Components for Training GANs under Limited Data NIPS 2022
DART: Articulated Hand Model with Diverse Accessories and Rich Textures NIPS 2022
TorchXRayVision: A library of chest X-ray datasets and models MIDL 2022
CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling MIDL 2022
VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction MIDL 2022
Comparing representations of biological data learned with different AI paradigms, augmenting and cropping strategies MIDL 2022
Self-supervised learning for analysis of temporal and morphological drug effects in cancer cell imaging data MIDL 2022
Learning Strategies for Contrast-agnostic Segmentation via SynthSeg for Infant MRI data MIDL 2022
MALM: Mixing Augmented Language Modeling for Zero-Shot Machine Translation AACL 2022
Domain Specific Augmentations as Low Cost Teachers for Large Students AACL 2022
SchAman: Spell-Checking Resources and Benchmark for Endangered Languages from Amazonia AACL 2022
Multi-Type Conversational Question-Answer Generation with Closed-ended and Unanswerable Questions AACL 2022
3D Manifold Topology Based Medical Image Data Augmentation ACML 2022
Robust Trajectory Prediction against Adversarial Attacks CORL 2022
Towards Scale Balanced 6-DoF Grasp Detection in Cluttered Scenes CORL 2022
Stackmix: a complementary mix algorithm UAI 2022
Data Augmentation for Manipulation RSS 2022
MT-Speech at SemEval-2022 Task 10: Incorporating Data Augmentation and Auxiliary Task with Cross-Lingual Pretrained Language Model for Structured Sentiment Analysis SEMEVAL 2022
SPDB Innovation Lab at SemEval-2022 Task 10: A Novel End-to-End Structured Sentiment Analysis Model based on the ERNIE-M SEMEVAL 2022
LMN at SemEval-2022 Task 11: A Transformer-based System for English Named Entity Recognition SEMEVAL 2022
Infrrd.ai at SemEval-2022 Task 11: A system for named entity recognition using data augmentation, transformer-based sequence labeling model, and EnsembleCRF SEMEVAL 2022
SemEval-2022 Task 3: PreTENS-Evaluating Neural Networks on Presuppositional Semantic Knowledge SEMEVAL 2022
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation SEMEVAL 2022
Tesla at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Transformer-based Models with Data Augmentation SEMEVAL 2022
I2C at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Deep Learning Techniques SEMEVAL 2022