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Poster
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Wed 14:00
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A Data-Augmentation Is Worth A Thousand Samples: Analytical Moments And Sampling-Free Training
Randall Balestriero · Ishan Misra · Yann LeCun
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Poster
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Thu 14:00
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Deep invariant networks with differentiable augmentation layers
Cédric ROMMEL · Thomas Moreau · Alexandre Gramfort
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Workshop
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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
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Poster
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Wed 9:00
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OpenFilter: A Framework to Democratize Research Access to Social Media AR Filters
Piera Riccio · Bill Psomas · Francesco Galati · Francisco Escolano · Thomas Hofmann · Nuria Oliver
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Affinity Workshop
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Synthetic Data Augmentation for Time Series Forecasting
Kasumi Ohno · Kohei Makino · Makoto Miwa · Yutaka Sasaki
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Affinity Workshop
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The Effects of Acoustic Features of Speech on the Performance of an Automatic Speaker Recognition
Tumisho Mokgonyane
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Affinity Workshop
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Simulating Health Time Series by Data Augmentation
Louis Gomez · Adedolapo Toye · Robert Hum · Samantha Kleinberg
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Workshop
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Fri 9:30
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Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learning
Huiyuan Yang · Han Yu · Akane Sano
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Workshop
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Fri 12:45
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Alex Lamb on Latent Data Augmentation for Improved Generalization
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Poster
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Wed 14:00
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RecursiveMix: Mixed Learning with History
Lingfeng Yang · Xiang Li · Borui Zhao · Renjie Song · Jian Yang
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Workshop
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Fri 9:30
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Semi-Supervised Learning and Data Augmentation for Wearable-based Health Monitoring System in the Wild
Han Yu · Akane Sano
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Workshop
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Fri 9:00
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Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learning
Huiyuan Yang · Han Yu · Akane Sano
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