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AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation


Mar 11, 2021
Denis Gudovskiy, Luca Rigazio, Shun Ishizaka, Kazuki Kozuka, Sotaro Tsukizawa

* Accepted to CVPR 2021. Preprint 

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Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision


Mar 01, 2020
Denis Gudovskiy, Alec Hodgkinson, Takuya Yamaguchi, Sotaro Tsukizawa

* Accepted to CVPR 2020. Preprint 

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Smart Home Appliances: Chat with Your Fridge


Dec 19, 2019
Denis Gudovskiy, Gyuri Han, Takuya Yamaguchi, Sotaro Tsukizawa

* NeurIPS 2019 demo track 

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Explain to Fix: A Framework to Interpret and Correct DNN Object Detector Predictions


Nov 19, 2018
Denis Gudovskiy, Alec Hodgkinson, Takuya Yamaguchi, Yasunori Ishii, Sotaro Tsukizawa

* Systems for ML Workshop @ NIPS 2018 

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