Search All 2022 Events
 

49 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
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
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
Workshop
Fri 9:00 Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learning
Huiyuan Yang · Han Yu · Akane Sano
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 12:45 Alex Lamb on Latent Data Augmentation for Improved Generalization
Workshop
Fri 9:30 Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learning
Huiyuan Yang · Han Yu · Akane Sano
Poster
Wed 14:00 RényiCL: Contrastive Representation Learning with Skew Rényi Divergence
Kyungmin Lee · Jinwoo Shin
Poster
Tue 9:00 Data augmentation for efficient learning from parametric experts
Alexandre Galashov · Josh Merel · Nicolas Heess
Workshop
CUDA: Curriculum of Data Augmentation for Long-tailed Recognition
Sumyeong Ahn · Jongwoo Ko · Se-Young Yun