[5] Modular Architecture for StarCraft II with Deep Reinforcement Learning. Zamir, Amir R., Tilman Wekel, Pulkit Agrawal, Colin Wei, Jitendra Malik, and Silvio Savarese. The optimal objective for a metric is the metric itself. inElectronics Engineering Minor inApplied Mathematics Carnegie Mellon University, Pittsburgh, PA Fall 2008 International Exchange Program Work Experience Google Research, Los Angeles, CA 06/2017 { 09/2017 Software Engineering Intern Lubor Ladicky, Chris Russell, Pushmeet Kohli, Philip Torr. Winner of CVPR 2019 Habitat Chal-lenge. We are tackling fundamental open problems in computer vision research and are intrigued by visual functionalities that give rise to semantically meaningful interpretations of the visual world. 5. The Stanford Vision and Learning Lab (SVL) at Stanford is directed by Professors Fei-Fei Li, Juan Carlos Niebles, Silvio Savarese and Jiajun Wu. In PAMI 2014. Intersection over Union (IoU) is the most popular evaluation metric used in the object detection benchmarks. I spend almost a year as a visiting scholar at the University of Michigan in Prof. Silvio Savarese's group. [CV] CS131 Computer Vision: Foundations and Applications @ Stanford, 2018. "Generic "Generic 3d representation via pose estimation and matching." In Baylearn 2019 (Oral). An introduction to the concepts and applications in computer vision. [5]Noriaki Hirose, Fei Xia, Roberto Mart n-Mart n, Amir Sadeghian, Silvio Savarese,Deep Visual MPC-Policy Learning for Navigation. IEEE RA-L, and IROS 2019 [6]Kevin Chen, Juan Pablo de Vicente, Gabriel Sepulveda, Fei Xia, Alvaro Soto, Marynel Vazquez, Silvio Savarese. 86{101, 2014. However, there is a gap between optimizing the commonly used distance losses for regressing the parameters of a bounding box and maximizing this metric value. Relating Things and Stuff via Object Property Interactions. 530{537, 2013. Silvio Savarese's 59 research works with 3,760 citations and 9,996 reads, including: The Group and Crowd Analysis Interdisciplinary Challenge Estimating the Aspect Layout of Object Categories Yu Xiang and Silvio Savarese CoRL, 2019. [4] Mid-Level Vision at Habitat Challenge. 7572, pp. Object Co-detection Sid Yingze Bao, Yu Xiang and Silvio Savarese In European Conference on Computer Vision (ECCV), vol. [5] Learning to Navigate via Mid-Level Visual Priors Alexander Sax, Jeffrey O. Zhang, Bradley Emi, Amir Zamir, Leonidas Guibas, Silvio Savarese Jitendra Malik. I started my academic career as a research and teaching assistant at the Leibniz University Hannover in Germany, working in the Institute for Information Processing (TNT) with Prof. Bodo Rosenhahn. List of Professors 1 Stanford • Emma Brunskill • Jiajun Wu (cog) • Tengyu Ma (theory) • Fei-Fei Li (cv) & Silvio Savarese • Chelsea Finn (meta RL) 2 Berkeley • Sergey Levine • Pieter Abbeel • Stuart Russell • Trevor Darrell 3 MIT • Pulkit Agrawal • Leslie Pack Kaelbling • Phillip Isola (OpenAI) 4 CMU RI • Ruslan Salakhutdinov • David Held • Deepak Pathak [4] Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies [Oral] Alexander Sax, Jeffrey O. Zhang, Bradley Emi, Amir Zamir, Leonidas Guibas, Silvio Savarese Je rey O Zhang*, Alexander Sax*, Bradley Emi, Amir Zamir, Silvio Savarese, Leonidas Guibas, Jitendra Malik. Advisor:Prof. Silvio Savarese National Chiao Tung University, Hsinchu, Taiwan 09/2005 { 06/2009 B.S. [CV, Advance] CS231A: Computer Vision, From 3D Reconstruction to Recognition @ Stanford by Silvio Savarese [CV] CSCI 1430: Introduction to Computer Vision @ Brown，2019 Yu Xiang and Silvio Savarese In IEEE Workshop on 3D Representation and Recognition (3dRR), pp. CURRICULUM VITAE Name Pushmeet Kohli Current Positions Technical Advisor to Rick Rashid, Chief Research Officer Microsoft Corporation ... Pushmeet Kohli, and Silvio Savarese. Silvio Savarese, Leonidas Guibas, Jitendra Malik. A Behavioral Approach to Visual Navigation with Graph Localization Networks. , Leonidas Guibas, Jitendra Malik for StarCraft II with Deep Reinforcement Learning for StarCraft II with Reinforcement... @ Stanford, 2018 Savarese, Leonidas Guibas, Jitendra Malik the popular! Estimating the Aspect Layout of object Categories Yu Xiang and Silvio Savarese In Workshop! Cv ] CS131 Computer Vision: Foundations and Applications @ Stanford, 2018 the most popular evaluation used! 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