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Search All 2022 Events
Results
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Poster
Wed 14:00
A Data-Augmentation Is Worth A Thousand Samples: Analytical Moments And Sampling-Free Training
Randall Balestriero · Ishan Misra · Yann LeCun
Workshop
Memory in humans and deep language models: Linking hypotheses for model augmentation
Omri Raccah · Phoebe Chen · Theodore Willke · David Poeppel · Vy Vo
Workshop
Personalised drug recommendation from augmented gene expression data - the right drug(s) for the right patient
Manuela Salvucci · Francesca Mulas · Marika Catapano
Workshop
Fri 10:25
PromptDA: Label-guided Data Augmentation for Prompt-based Few Shot Learners
Canyu Chen · Kai Shu
Workshop
Fri 13:30
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval
Graham Neubig
Workshop
PromptDA: Label-guided Data Augmentation for Prompt-based Few Shot Learners
Canyu Chen · Kai Shu
Workshop
Geometric path augmentation for inference of sparsely observed stochastic nonlinear systems
Dimitra Maoutsa
Affinity Workshop
Improved Text Classification via Test-Time Augmentation
Helen Lu · Divya Shanmugam · Harini Suresh · John Guttag
Workshop
On Data Augmentation and Consistency-based Semi-supervised Relation Extraction
Komal Teru
Workshop
Complete the Missing Half: Augmenting Aggregation Filtering with Diversification for Graph Convolutional Networks
Sitao Luan · Mingde Zhao · Chenqing Hua · Xiao-Wen Chang · Doina Precup
Affinity Workshop
Stronger is not better: Better Augmentations in Contrastive Learning for Medical Image Segmentation
Azeez Idris · Abdurahman Ali Mohammed · Samuel Fanijo
Workshop
Fri 9:30
Semi-Supervised Learning and Data Augmentation for Wearable-based Health Monitoring System in the Wild
Han Yu · Akane Sano
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