3. Preferred Networks 2019年の主な論文発表実績
[ICRA 2019 - Best conference paper award finalist]
"Deep Visuo-Tactile Learning: Estimation of Tactile Properties from Images”
[ICRA 2019 (with intern)]
"Dynamic Manipulation of Flexible Objects with Torque Sequence Using a Deep Neural Network”
[CVPR 2019 Oral] “Sampling Techniques for Large-Scale Object Detection from Sparsely Annotated Objects”
[ICLR 2019] "Distributional Concavity Regularization For GANs”
[ICML 2019 (with intern)]
“A Wrapped Normal Distribution on Hyperbolic Space for Gradient-Based Learning”
[CHI 2019 - Honorable mention]
“Experimental Analysis of Barehand Mid-air Mode-Switching Techniques in Virtual Reality”
[KDD 2019] “Optuna: A Next-generation Hyperparameter Optimization Framework”
[KDD 2019] “Chainer: a Deep Learning Framework for Accelerating the Research Cycle”
4. • International Conference on
Learning Representations
• 開催7回目
• 深層学習専門の新参会議
• 前身はLeCun, Bengio主催の
Snowbird Learning Workshop
• New Orleans, LA
• International Conference on
Machine Learning
• 開催36回目
• NeurIPS (旧NIPS)と並ぶ
機械学習のトップ国際会議
• Long Beach, CA
ICLR / ICML 開催概要