Search Results - "Viégas, Fernanda"

Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow by Wongsuphasawat, Kanit, Smilkov, Daniel, Wexler, James, Wilson, Jimbo, Mane, Dandelion, Fritz, Doug, Krishnan, Dilip, Viegas, Fernanda B., Wattenberg, Martin

“…We present a design study of the TensorFlow Graph Visualizer, part of the TensorFlow machine intelligence platform. This tool helps users understand complex…”
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Deep learning of aftershock patterns following large earthquakes by DeVries, Phoebe M. R., Viégas, Fernanda, Wattenberg, Martin, Meade, Brendan J.

“…Aftershocks are a response to changes in stress generated by large earthquakes and represent the most common observations of the triggering of earthquakes. The…”
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Participatory Visualization with Wordle by Viegas, F.B., Wattenberg, M., Feinberg, J.

“…We discuss the design and usage of ldquoWordle,rdquo a Web-based tool for visualizing text. Wordle creates tag-cloud-like displays that give careful attention…”
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AttentionViz: A Global View of Transformer Attention by Yeh, Catherine, Chen, Yida, Wu, Aoyu, Chen, Cynthia, Viegas, Fernanda, Wattenberg, Martin

“…Transformer models are revolutionizing machine learning, but their inner workings remain mysterious. In this work, we present a new visualization technique…”
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The Word Tree, an Interactive Visual Concordance by Wattenberg, M., Viegas, F.B.

“…We introduce the Word Tree, a new visualization and information-retrieval technique aimed at text documents. A Word Tree is a graphical version of the…”
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Mapping Text with Phrase Nets by van Ham, F., Wattenberg, M., Viegas, F.B.

“…We present a new technique, the phrase net, for generating visual overviews of unstructured text. A phrase net displays a graph whose nodes are words and whose…”
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Talk Before You Type: Coordination in Wikipedia by Viegas, Fernanda B., Wattenberg, Martin, Kriss, Jesse, van Ham, Frank

“…Wikipedia, the online encyclopedia, has attracted attention both because of its popularity and its unconventional policy of letting anyone on the Internet edit…”
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GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation by Kahng, Minsuk, Thorat, Nikhil, Chau, Duen Horng, Viegas, Fernanda B., Wattenberg, Martin

“…Recent success in deep learning has generated immense interest among practitioners and students, inspiring many to learn about this new technology. While…”
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Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation by Johnson, Melvin, Schuster, Mike, Le, Quoc V., Krikun, Maxim, Wu, Yonghui, Chen, Zhifeng, Thorat, Nikhil, Viégas, Fernanda, Wattenberg, Martin, Corrado, Greg, Hughes, Macduff, Dean, Jeffrey

“…We propose a simple solution to use a single Neural Machine Translation (NMT) model to translate between multiple languages. Our solution requires no changes…”
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Data Portraits by Donath, Judith, Dragulescu, Alex, Zinman, Aaron, Viégas, Fernanda, Xiong, Rebecca

“…Data portraits depict their subjects' accumulated data rather than their faces. They can be visualizations of discussion contributions, browsing histories,…”
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Bloggers' Expectations of Privacy and Accountability:
An Initial Survey by Viegas, Fernanda B

“…This article presents an initial snapshot, based on an online survey of weblog authors, of bloggers' subjective sense of privacy, and of their perceptions of…”
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Harry Potter and the Meat-Filled Freezer: A Case Study of Spontaneous Usage  of Visualization Tools by Viegas, Fernanda B., Wattenberg, Martin, McKeon, Matt, van Ham, Frank, Kriss, Jesse

“…This paper is a report on early user activity in Many Eyes, a public web site where users may upload data, create visualizations, and carry on discussions…”
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What Is Better Than Coulomb Failure Stress? A Ranking of Scalar Static Stress Triggering Mechanisms from 105 Mainshock‐Aftershock Pairs by Meade, Brendan J., DeVries, Phoebe M. R., Faller, Jeremy, Viegas, Fernanda, Wattenberg, Martin

“…Aftershocks may be triggered by the stresses generated by preceding mainshocks. The temporal frequency and maximum size of aftershocks are well described by…”
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The sleep as a predictor of musculoskeletal injuries in adolescent athletes by Viegas, Fernanda, Ocarino, Juliana Melo, Freitas, Luísa de Sousa, Pinto, Marina Costa, Facundo, Lucas Alves, Amaral, Adriana Souza, Silva, Samuel, Mello, Marco Túlio de, Silva, Andressa

“…Objectives Sleep is essential for musculoskeletal and cognitive recovery. Adolescent athletes tend to sleep poorly compared to adults and it may predispose…”
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Concurrent Validation and Reference Values of Gluteus Medius Clinical Test by Teixeira, Amanda S S, Silva, Paula L, Cintra, Sabrina P, Viegas, Fernanda, Mendonça, Luciana D, Bittencourt, Natália F N

“…The hip abductor muscles, mainly the gluteus medius, are responsible for controlling hip adduction in a closed kinetic chain. Frontal plane knee alignment,…”
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Study of the Neotropical genus Bennarella Muir, 1930 with description of six new species (Hemiptera: Fulgoromorpha: Cixiidae) by Viegas, Eduarda Fernanda Gomes, Ale-Rocha, Rosaly

“…Six new species of Bennarella Muir, 1930 viz. B. guidai sp. nov., B. henriquesi sp. nov., B. maculipennis sp. nov., B. rafaeli sp. nov., B. vittata sp. nov…”
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The What-If Tool: Interactive Probing of Machine Learning Models by Wexler, James, Pushkarna, Mahima, Bolukbasi, Tolga, Wattenberg, Martin, Viegas, Fernanda, Wilson, Jimbo

“…A key challenge in developing and deploying Machine Learning (ML) systems is understanding their performance across a wide range of inputs. To address this…”
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The System Model and the User Model: Exploring AI Dashboard Design by Viégas, Fernanda, Wattenberg, Martin

“…This is a speculative essay on interface design and artificial intelligence. Recently there has been a surge of attention to chatbots based on large language…”
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Relational Composition in Neural Networks: A Survey and Call to Action by Wattenberg, Martin, Viégas, Fernanda B

“…Many neural nets appear to represent data as linear combinations of "feature vectors." Algorithms for discovering these vectors have seen impressive recent…”
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(In)eficácia do Princípio de Precaução no Brasil by REICHARDT, FERNANDA VIEGAS, SANTOS, MAYARA REGINA ARAÚJO DOS

“…RESUMO Este artigo tem por objetivo revisar o Princípio de Precaução no ordenamento nacional ante os acordos internacionais assumidos pelo Brasil. Optamos por…”
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