Kohta Ishikawa

3 papers · 2015–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird

Venues

ICML (2) ICCV (1)

Top co-authors

Ikuro Sato (2) Takahiro Hasegawa (1) Teppei Suzuki (1) Hironobu Fujiyoshi (1) Takayoshi Yamashita (1) Masayuki Tanaka (1) Guoqing Liu (1) Gou Koutaki (1) Mitsuru Ambai (1) Rei Kawakami (1)

Research topics

Machine Learning (2) Core Methods (2) Optimization & Theory (2) Deep Learning (1) Mathematics & Optimization (1) Architectures (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Mathematics (1) Models (1)

Keywords

feature learning (1) variational inference (1) ensemble learning (1) bayesian inference (1) uncertainty quantification (1) model calibration (1) neural network optimization (1) feature space (1) singular value decomposition (1) feature extractor (1) neural network ensemble (1) keypoint detection (1) particle inference (1) classifier anonymization (1) anisotropic filter (1) affine region (1) laplacian-of-gaussian filter (1)

Papers

Feature Space Particle Inference for Neural Network Ensembles ICML 2022 Breaking Inter-Layer Co-Adaptation by Classifier Anonymization ICML 2019 Multiple-Hypothesis Affine Region Estimation With Anisotropic LoG Filters ICCV 2015