Martin Wattenberg

According to our database1, Martin Wattenberg authored at least 56 papers between 1995 and 2018.

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Bibliography

2018
Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow.
IEEE Trans. Vis. Comput. Graph., 2018

GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation.
CoRR, 2018

Adversarial Spheres.
CoRR, 2018

Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV).
Proceedings of the 35th International Conference on Machine Learning, 2018

2017
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation.
TACL, 2017

Direct-Manipulation Visualization of Deep Networks.
CoRR, 2017

SmoothGrad: removing noise by adding noise.
CoRR, 2017

2016
Embedding Projector: Interactive Visualization and Interpretation of Embeddings.
CoRR, 2016

Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation.
CoRR, 2016

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems.
CoRR, 2016

2014
Visualizing Statistical Mix Effects and Simpson's Paradox.
IEEE Trans. Vis. Comput. Graph., 2014

2013
Google+Ripples: a native visualization of information flow.
Proceedings of the 22nd International World Wide Web Conference, 2013

Ad click prediction: a view from the trenches.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2012
Through the looking glass: talking about the world with visualization.
Proceedings of the 43rd ACM technical symposium on Computer science education, 2012

2009
Participatory Visualization with Wordle.
IEEE Trans. Vis. Comput. Graph., 2009

Mapping Text with Phrase Nets.
IEEE Trans. Vis. Comput. Graph., 2009

Voyagers and voyeurs: Supporting asynchronous collaborative visualization.
Commun. ACM, 2009

Visualizing the inner lives of texts.
Proceedings of the 2009 International Symposium on Wikis, 2009

Transforming data access through public visualization.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Parallel Tag Clouds to explore and analyze faceted text corpora.
Proceedings of the IEEE Symposium on Visual Analytics Science and Technology, 2009

The Art of Cheating When Drawing a Graph.
Proceedings of the Graph Drawing, 17th International Symposium, 2009

An intuitive model of perceptual grouping for HCI design.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009

2008
The Word Tree, an Interactive Visual Concordance.
IEEE Trans. Vis. Comput. Graph., 2008

Stacked Graphs - Geometry & Aesthetics.
IEEE Trans. Vis. Comput. Graph., 2008

Timelines - Tag clouds and the case for vernacular visualization.
Interactions, 2008

Centrality Based Visualization of Small World Graphs.
Comput. Graph. Forum, 2008

Shakespeare, god, and lonely hearts: transforming data access with many eyes.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008

Harry Potter and the Meat-Filled Freezer: A Case Study of Spontaneous Usage of Visualization Tools.
Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

Social data analysis workshop.
Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

Your place or mine?: visualization as a community component.
Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007
ManyEyes: a Site for Visualization at Internet Scale.
IEEE Trans. Vis. Comput. Graph., 2007

Visualizing Activity on Wikipedia with Chromograms.
Proceedings of the Human-Computer Interaction, 2007

Talk Before You Type: Coordination in Wikipedia.
Proceedings of the 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), 2007

The Hidden Order of Wikipedia.
Proceedings of the Online Communities and Social Computing, 2007

Artistic Data Visualization: Beyond Visual Analytics.
Proceedings of the Online Communities and Social Computing, 2007

Voyagers and voyeurs: supporting asynchronous collaborative information visualization.
Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

2006
Designing for Social Data Analysis.
IEEE Trans. Vis. Comput. Graph., 2006

Technical forum: Communication-minded visualization: A call to action.
IBM Systems Journal, 2006

Visual exploration of multivariate graphs.
Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006

2005
E-Mail Research: Targeting the Enterprise.
Human-Computer Interaction, 2005

A Note on Space-Filling Visualizations and Space-Filling Curves.
Proceedings of the IEEE Symposium on Information Visualization (InfoVis 2005), 2005

Baby Names, Visualization, and Social Data Analysis.
Proceedings of the IEEE Symposium on Information Visualization (InfoVis 2005), 2005

2004
Analyzing perceptual organization in information graphics.
Information Visualization, 2004

Lessons from the reMail prototypes.
Proceedings of the 2004 ACM Conference on Computer Supported Cooperative Work, 2004

Flash forums and forumReader: navigating a new kind of large-scale online discussion.
Proceedings of the 2004 ACM Conference on Computer Supported Cooperative Work, 2004

Studying cooperation and conflict between authors with history flow visualizations.
Proceedings of the 2004 Conference on Human Factors in Computing Systems, 2004

ReMail: a reinvented email prototype.
Proceedings of the Extended abstracts of the 2004 Conference on Human Factors in Computing Systems, 2004

2003
A Model of Multi-Scale Perceptual Organization in Information Graphics.
Proceedings of the 9th IEEE Symposium on Information Visualization (InfoVis 2003), 2003

Conversation thumbnails for large-scale discussions.
Proceedings of the Extended abstracts of the 2003 Conference on Human Factors in Computing Systems, 2003

2002
Ordered and quantum treemaps: Making effective use of 2D space to display hierarchies.
ACM Trans. Graph., 2002

Arc Diagrams: Visualizing Structure in Strings.
Proceedings of the 2002 IEEE Symposium on Information Visualization (InfoVis 2002), 27 October, 2002

2001
Ordered Treemap Layouts.
Proceedings of the IEEE Symposium on Information Visualization 2001 (INFOVIS'01), 2001

Sketching a graph to query a time-series database.
Proceedings of the CHI '01 Extended Abstracts on Human Factors in Computing Systems, 2001

1999
Visualizing the stock market.
Proceedings of the CHI '99 Extended Abstracts on Human Factors in Computing Systems, 1999

A Fuzzy Commitment Scheme.
Proceedings of the CCS '99, 1999

1995
Stochastic Hillclimbing as a Baseline Mathod for Evaluating Genetic Algorithms.
Proceedings of the Advances in Neural Information Processing Systems 8, 1995


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