Showing results for "andreas geiger"

This book constitutes the refereed proceedings of the 42nd German Conference on Pattern Recognition, DAGM GCPR 2020, which took place during September 28 until October 1, 2020. The conference was planned to take place in Tübingen, Germany, but had to change to an online format due to the COVID-19 pandemic.The 34 papers presented in this volume were carefully reviewed and selected from a total of 89 submissions. They were organized in topical sections named: Normalizing Flow, Semant...

This book includes a selection of refereed papers presented at the "Annual International Conference of the German Operations Research Society (OR2016)," which took place at the Helmut-Schmidt-Universität / Universität der Bundeswehr Hamburg, Germany, Aug. 30 - Sept. 2, 2016. Over 700 practitioners and academics from mathematics, computer science, business/economics, and related fields attended the conference. The scientific program included around 475 presentations on the theme Analytical ...

Climate change is affecting Indiana's environment, threatening the way Hoosiers live and do business, and introducing new stresses to the state's economy, health, and infrastructure. And while scientists predict more days of extreme weather, increased public health risks, and reduced agricultural production in the coming years, Hoosiers still have a substantial say in determining their future environment.Climate Change and Resilience in Indiana and Beyond ...

Trans-Pacific Japanese American Studies is a unique collection of essays derived from a series of dialogues held in Tokyo, Kyoto, and Los Angeles on the issues of racializations, gender, communities, and the positionalities of scholars involved in Japanese American studies. The book brings together some of the most renowned scholars of the discipline in Japan and North America. It seeks to overcome past constraints of dialogues between Japan- and U.S.-based scholars by providing o...

The Science of Deep Learning emerged from courses taught by the author that have provided thousands of students with training and experience for their academic studies, and prepared them for careers in deep learning, machine learning, and artificial intelligence in top companies in industry and academia. The book begins by covering the foundations of deep learning, followed by key deep learning architectures. Subsequent parts on generative models and reinforcement learning may be used as p...

**NATIONAL BESTSELLER • Provocative and illuminating essays from women at the forefront of the climate movement who are harnessing truth, courage, and solutions to lead humanity forward.“A powerful read that fills one with, dare I say . . . hope?”—The New York Times**NAMED ONE OF THE BEST BOOKS OF THE YEAR BY SMITHSONIAN MAGAZINEThere is a renaissance blooming in the climate movement: leadership that is more characteristically femi...

The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.The 210 full papers presented in these proceedings were carefully reviewed and selected from a total of 869 submissions.T...

A classic exposé in company with An Inconvenient Truth and Silent Spring, The Story of Stuff expands on the celebrated documentary exploring the threat of overconsumption on the environment, economy, and our health. Leonard examines the “stuff” we use everyday, offering a galvanizing critique and steps for a changed planet.The Story of Stuff was received with widespread enthusiasm in hardcover, by everyone from Stephen Colbert to...

The book encompasses the state-of-the-art visual quality assessment (VQA) and learning based visual quality assessment (LB-VQA) by providing a comprehensive overview of the existing relevant methods. It delivers the readers the basic knowledge, systematic overview and new development of VQA. It also encompasses the preliminary knowledge of Machine Learning (ML) to VQA tasks and newly developed ML techniques for the purpose. Hence, firstly, it is particularly helpful to the beginner-readers...

A manifesto for a radically different philosophy and practice of manufacture and environmentalism"Reduce, reuse, recycle" urge environmentalists; in other words, do more with less in order to minimize damage. But as this provocative, visionary book argues, this approach perpetuates a one-way, "cradle to grave" manufacturing model that dates to the Industrial Revolution and casts off as much as 90 percent of the materials it uses as waste, much of it toxic. Why not ...

This book covers the fundamentals in designing and deploying techniques using deep architectures. It is intended to serve as a beginner's guide to engineers or students who want to have a quick start on learning and/or building deep learning systems. This book provides a good theoretical and practical understanding and a complete toolkit of basic information and knowledge required to understand and build convolutional neural networks (CNN) from scratch. The book focuses explicitly on convo...

The New York Times bestselling author of The Moral Case for Fossil Fuels draws on the latest data and new insights to challenge everything you thought you knew about the future of energyFor over a decade, philosopher and energy expert Alex Epstein has predicted that any negative impacts of fossil fuel use on our climate will be outweighed by the unique benefits of fossil fuels to human flourishing--including their unrivaled ability to provide low-...