Search All 2022 Events
 

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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
Poster
Thu 14:00 Deep invariant networks with differentiable augmentation layers
C├ędric ROMMEL · Thomas Moreau · Alexandre Gramfort
Poster
Wed 9:00 OpenFilter: A Framework to Democratize Research Access to Social Media AR Filters
Piera Riccio · Bill Psomas · Francesco Galati · Francisco Escolano · Thomas Hofmann · Nuria Oliver
Workshop
Active-Learning-as-a-Service: An Automatic and Efficient MLOps System for Data-Centric AI
Yizheng Huang · Huaizheng Zhang · Yuanming Li · Chiew Tong Lau · Yang You
Affinity Workshop
Simulating Health Time Series by Data Augmentation
Louis Gomez · Adedolapo Toye · Robert Hum · Samantha Kleinberg
Affinity Workshop
Synthetic Data Augmentation for Time Series Forecasting
Kasumi Ohno · Kohei Makino · Makoto Miwa · Yutaka Sasaki
Affinity Workshop
The Effects of Acoustic Features of Speech on the Performance of an Automatic Speaker Recognition
Tumisho Mokgonyane
Poster
Wed 14:00 RecursiveMix: Mixed Learning with History
Lingfeng Yang · Xiang Li · Borui Zhao · Renjie Song · Jian Yang
Workshop
Fri 9:30 Semi-Supervised Learning and Data Augmentation for Wearable-based Health Monitoring System in the Wild
Han Yu · Akane Sano
Workshop
Fri 9:30 Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learning
Huiyuan Yang · Han Yu · Akane Sano
Workshop
Fri 12:45 Alex Lamb on Latent Data Augmentation for Improved Generalization
Workshop
Fri 9:00 Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learning
Huiyuan Yang · Han Yu · Akane Sano