5th Award in NeurIPS 2022 Weather4cast
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Organizers: IARAI
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Subject: Rainfall forecast
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Role: Team leading, Code Implementation, and Research
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3D U-Net, segmentation
Best Poster Awards, KAIST AI 21/22 Workshop
1.
FINE Samples for Learning with Noisy Labels.
2.
Comparing Kullback-Leibler Divergence and Mean Squared Error Loss in Knowledge Distillation
8th Award in NeurIPS 2020 Black-Box Optimization Challenge.
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BBO-challenge homepage: https://bbochallenge.com/
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Organizers: Twitter, Facebook, Valohai, SigOPT hosted at NeurIPS 2020
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Subjects: Auto-ML, Bayesian Learning, Hyperparameter Optimization.
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Role: Team leading, Develop, and Research(BO, multi-armed bandit)
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Better ranks than IBM, Oxford University
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Other participants: Nvidia, Huawei, JetBrains
2nd & 3rd Awards in NeurIPS 2019 MicroNet Challenge, CIFAR-100 Track.
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MicroNet-challenge homepage: https://micronet-challenge.github.io/
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Organizers: Google Research, OpenAI, DeepMind, Facebook hosted at NeurIPS.
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Subjects: Image Classification, Model Compression.
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Role: Team leading, Develop, and Research
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Parameter regularization, data augmentation, knowledge distillation, pruning.