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10/03/2022

Optimizing Data Collection for Machine Learning

Modern deep learning systems require huge data sets to achieve impressiv...
10/04/2022

CADet: Fully Self-Supervised Anomaly Detection With Contrastive Learning

Handling out-of-distribution (OOD) samples has become a major stake in t...
10/04/2022

Deep Learning-based Facial Appearance Simulation Driven by Surgically Planned Craniomaxillofacial Bony Movement

Simulating facial appearance change following bony movement is a critica...
10/04/2022

Concise and interpretable multi-label rule sets

Multi-label classification is becoming increasingly ubiquitous, but not ...
10/04/2022

ASIF: Coupled Data Turns Unimodal Models to Multimodal Without Training

Aligning the visual and language spaces requires to train deep neural ne...