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ORCIDFernanda B. Viégas
Person information
- affiliation: IBM Research
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2020 – today
- 2024
[j16]Catherine Yeh
, Yida Chen, Aoyu Wu, Cynthia Chen, Fernanda B. Viégas, Martin Wattenberg:
AttentionViz: A Global View of Transformer Attention. IEEE Trans. Vis. Comput. Graph. 30(1): 262-272 (2024)- [c37]Shivam Raval, Fernanda B. Viégas, Martin Wattenberg:
Hypertrix: An indicatrix for high-dimensional visualizations. IEEE VIS 2024: 1-5 - [i23]Kenneth Li, Tianle Liu, Naomi Bashkansky, David Bau, Fernanda B. Viégas, Hanspeter Pfister, Martin Wattenberg:
Measuring and Controlling Persona Drift in Language Model Dialogs. CoRR abs/2402.10962 (2024) - [i22]Yida Chen, Aoyu Wu, Trevor DePodesta, Catherine Yeh, Kenneth Li, Nicholas Castillo Marin, Oam Patel, Jan Riecke, Shivam Raval, Olivia Seow, Martin Wattenberg, Fernanda B. Viégas:
Designing a Dashboard for Transparency and Control of Conversational AI. CoRR abs/2406.07882 (2024) - [i21]Kenneth Li, Yiming Wang, Fernanda B. Viégas, Martin Wattenberg:
Dialogue Action Tokens: Steering Language Models in Goal-Directed Dialogue with a Multi-Turn Planner. CoRR abs/2406.11978 (2024) - [i20]Martin Wattenberg, Fernanda B. Viégas:
Relational Composition in Neural Networks: A Survey and Call to Action. CoRR abs/2407.14662 (2024) - 2023
- [j15]Aoyu Wu, Dazhen Deng, Min Chen, Shixia Liu, Daniel A. Keim, Ross Maciejewski, Silvia Miksch, Hendrik Strobelt, Fernanda B. Viégas, Martin Wattenberg:
Grand Challenges in Visual Analytics Applications. IEEE Computer Graphics and Applications 43(5): 83-90 (2023) - [c36]Nur Yildirim, Mahima Pushkarna, Nitesh Goyal, Martin Wattenberg, Fernanda B. Viégas:
Investigating How Practitioners Use Human-AI Guidelines: A Case Study on the People + AI Guidebook. CHI 2023: 356:1-356:13 - [c35]Kenneth Li, Aspen K. Hopkins, David Bau, Fernanda B. Viégas, Hanspeter Pfister, Martin Wattenberg:
Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task. ICLR 2023 - [c34]Kenneth Li, Oam Patel, Fernanda B. Viégas, Hanspeter Pfister, Martin Wattenberg:
Inference-Time Intervention: Eliciting Truthful Answers from a Language Model. NeurIPS 2023 - [c33]Shivam Raval, Carolyn Wang, Fernanda B. Viégas, Martin Wattenberg:
Explain-and-Test: An Interactive Machine Learning Framework for Exploring Text Embeddings. IEEE VIS (Short Papers) 2023: 216-220 - [i19]Nur Yildirim, Mahima Pushkarna, Nitesh Goyal, Martin Wattenberg, Fernanda B. Viégas:
Investigating How Practitioners Use Human-AI Guidelines: A Case Study on the People + AI Guidebook. CoRR abs/2301.12243 (2023) - [i18]Fernanda B. Viégas, Martin Wattenberg:
The System Model and the User Model: Exploring AI Dashboard Design. CoRR abs/2305.02469 (2023) - [i17]Catherine Yeh, Yida Chen, Aoyu Wu, Cynthia Chen, Fernanda B. Viégas, Martin Wattenberg:
AttentionViz: A Global View of Transformer Attention. CoRR abs/2305.03210 (2023) - [i16]Kenneth Li, Oam Patel, Fernanda B. Viégas, Hanspeter Pfister, Martin Wattenberg:
Inference-Time Intervention: Eliciting Truthful Answers from a Language Model. CoRR abs/2306.03341 (2023) - [i15]Yida Chen, Fernanda B. Viégas, Martin Wattenberg:
Beyond Surface Statistics: Scene Representations in a Latent Diffusion Model. CoRR abs/2306.05720 (2023) - 2022
- [i14]Kenneth Li, Aspen K. Hopkins, David Bau, Fernanda B. Viégas, Hanspeter Pfister, Martin Wattenberg:
Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task. CoRR abs/2210.13382 (2022) - 2021
- [i13]Tolga Bolukbasi, Adam Pearce, Ann Yuan, Andy Coenen, Emily Reif, Fernanda B. Viégas, Martin Wattenberg:
An Interpretability Illusion for BERT. CoRR abs/2104.07143 (2021) - 2020
- [j14]James Wexler, Mahima Pushkarna, Tolga Bolukbasi, Martin Wattenberg, Fernanda B. Viégas, Jimbo Wilson:
The What-If Tool: Interactive Probing of Machine Learning Models. IEEE Trans. Vis. Comput. Graph. 26(1): 56-65 (2020) - [i12]Allison Woodruff, Yasmin Asare Anderson, Katherine Jameson Armstrong, Marina Gkiza, Jay Jennings, Christopher Moessner, Fernanda B. Viégas, Martin Wattenberg, Lynette Webb, Fabian Wrede, Patrick Gage Kelley:
"A cold, technical decision-maker": Can AI provide explainability, negotiability, and humanity? CoRR abs/2012.00874 (2020)
2010 – 2019
- 2019
- [j13]Minsuk Kahng, Nikhil Thorat, Duen Horng (Polo) Chau, Fernanda B. Viégas, Martin Wattenberg:
GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation. IEEE Trans. Vis. Comput. Graph. 25(1): 310-320 (2019) - [c32]Carrie J. Cai, Emily Reif, Narayan Hegde, Jason D. Hipp, Been Kim, Daniel Smilkov, Martin Wattenberg, Fernanda B. Viégas, Gregory S. Corrado, Martin C. Stumpe, Michael Terry:
Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making. CHI 2019: 4 - [c31]Andrei Kapishnikov, Tolga Bolukbasi, Fernanda B. Viégas, Michael Terry:
XRAI: Better Attributions Through Regions. ICCV 2019: 4947-4956 - [c30]Daniel Smilkov, Nikhil Thorat, Yannick Assogba, Ann Yuan, Nick Kreeger, Ping Yu, Kangyi Zhang, Shanqing Cai, Eric Nielsen, David Soergel, Stan Bileschi, Michael Terry, Charles Nicholson, Sandeep N. Gupta, Sarah Sirajuddin, D. Sculley, Rajat Monga, Greg Corrado, Fernanda B. Viégas, Martin Wattenberg:
TensorFlow.js: Machine Learning For The Web and Beyond. SysML 2019 - [c29]Emily Reif, Ann Yuan, Martin Wattenberg, Fernanda B. Viégas, Andy Coenen, Adam Pearce, Been Kim:
Visualizing and Measuring the Geometry of BERT. NeurIPS 2019: 8592-8600 - [i11]Daniel Smilkov, Nikhil Thorat, Yannick Assogba, Ann Yuan, Nick Kreeger, Ping Yu, Kangyi Zhang, Shanqing Cai, Eric Nielsen, David Soergel, Stan Bileschi, Michael Terry, Charles Nicholson, Sandeep N. Gupta, Sarah Sirajuddin, D. Sculley, Rajat Monga, Greg Corrado, Fernanda B. Viégas, Martin Wattenberg:
TensorFlow.js: Machine Learning for the Web and Beyond. CoRR abs/1901.05350 (2019) - [i10]Carrie J. Cai, Emily Reif, Narayan Hegde, Jason D. Hipp, Been Kim, Daniel Smilkov, Martin Wattenberg, Fernanda B. Viégas, Gregory S. Corrado, Martin C. Stumpe, Michael Terry:
Human-Centered Tools for Coping with Imperfect Algorithms during Medical Decision-Making. CoRR abs/1902.02960 (2019) - [i9]Andy Coenen, Emily Reif, Ann Yuan, Been Kim, Adam Pearce, Fernanda B. Viégas, Martin Wattenberg:
Visualizing and Measuring the Geometry of BERT. CoRR abs/1906.02715 (2019) - [i8]Andrei Kapishnikov, Tolga Bolukbasi, Fernanda B. Viégas, Michael Terry:
Segment Integrated Gradients: Better attributions through regions. CoRR abs/1906.02825 (2019) - [i7]James Wexler, Mahima Pushkarna, Tolga Bolukbasi, Martin Wattenberg, Fernanda B. Viégas, Jimbo Wilson:
The What-If Tool: Interactive Probing of Machine Learning Models. CoRR abs/1907.04135 (2019) - 2018
- [j12]Kanit Wongsuphasawat, Daniel Smilkov, James Wexler, Jimbo Wilson, Dandelion Mané, Doug Fritz, Dilip Krishnan, Fernanda B. Viégas, Martin Wattenberg:
Visualizing Dataflow Graphs of Deep Learning Models in TensorFlow. IEEE Trans. Vis. Comput. Graph. 24(1): 1-12 (2018) - [c28]Been Kim, Martin Wattenberg, Justin Gilmer, Carrie J. Cai, James Wexler, Fernanda B. Viégas, Rory Sayres:
Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV). ICML 2018: 2673-2682 - [i6]Minsuk Kahng, Nikhil Thorat, Duen Horng Chau, Fernanda B. Viégas, Martin Wattenberg:
GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation. CoRR abs/1809.01587 (2018) - 2017
- [j11]Melvin Johnson, Mike Schuster, Quoc V. Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat, Fernanda B. Viégas, Martin Wattenberg, Greg Corrado, Macduff Hughes, Jeffrey Dean:
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation. Trans. Assoc. Comput. Linguistics 5: 339-351 (2017) - [i5]Daniel Smilkov, Nikhil Thorat, Been Kim, Fernanda B. Viégas, Martin Wattenberg:
SmoothGrad: removing noise by adding noise. CoRR abs/1706.03825 (2017) - [i4]Daniel Smilkov, Shan Carter, D. Sculley, Fernanda B. Viégas, Martin Wattenberg:
Direct-Manipulation Visualization of Deep Networks. CoRR abs/1708.03788 (2017) - 2016
- [i3]Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Gregory S. Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Ian J. Goodfellow, Andrew Harp, Geoffrey Irving, Michael Isard, Yangqing Jia, Rafal Józefowicz, Lukasz Kaiser, Manjunath Kudlur, Josh Levenberg, Dan Mané, Rajat Monga, Sherry Moore, Derek Gordon Murray, Chris Olah, Mike Schuster, Jonathon Shlens, Benoit Steiner, Ilya Sutskever, Kunal Talwar, Paul A. Tucker, Vincent Vanhoucke, Vijay Vasudevan, Fernanda B. Viégas, Oriol Vinyals, Pete Warden, Martin Wattenberg, Martin Wicke, Yuan Yu, Xiaoqiang Zheng:
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems. CoRR abs/1603.04467 (2016) - [i2]Melvin Johnson, Mike Schuster, Quoc V. Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat, Fernanda B. Viégas, Martin Wattenberg, Greg Corrado, Macduff Hughes, Jeffrey Dean:
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation. CoRR abs/1611.04558 (2016) - [i1]Daniel Smilkov, Nikhil Thorat, Charles Nicholson, Emily Reif, Fernanda B. Viégas, Martin Wattenberg:
Embedding Projector: Interactive Visualization and Interpretation of Embeddings. CoRR abs/1611.05469 (2016) - 2013
- [c27]Fernanda B. Viégas, Martin Wattenberg, Jack Hebert, Geoffrey Borggaard, Alison Cichowlas, Jonathan Feinberg, Jon Orwant, Christopher Richard Wren:
Google+Ripples: a native visualization of information flow. WWW 2013: 1389-1398 - 2012
- [c26]Fernanda B. Viégas, Martin Wattenberg:
Through the looking glass: talking about the world with visualization. SIGCSE 2012: 655-656 - 2010
- [c25]Judith S. Donath, Alex Dragulescu, Aaron Zinman, Fernanda B. Viégas, Rebecca Xiong:
Data portraits. SIGGRAPH Art Gallery 2010: 375-383 - [p1]Martin Wattenberg, Fernanda B. Viégas:
Beautiful History: Visualizing Wikipedia. Beautiful Visualization 2010: 175-191
2000 – 2009
- 2009
- [j10]Jeffrey Heer, Fernanda B. Viégas, Martin Wattenberg:
Voyagers and voyeurs: Supporting asynchronous collaborative visualization. Commun. ACM 52(1): 87-97 (2009) - [j9]Frank van Ham, Fernanda B. Viégas:
Guest Editors' Introduction: Collaborative Visualization. IEEE Computer Graphics and Applications 29(5): 20-21 (2009) - [j8]Fernanda B. Viégas, Martin Wattenberg, Jonathan Feinberg:
Participatory Visualization with Wordle. IEEE Trans. Vis. Comput. Graph. 15(6): 1137-1144 (2009) - [j7]Frank van Ham, Martin Wattenberg, Fernanda B. Viégas:
Mapping Text with Phrase Nets. IEEE Trans. Vis. Comput. Graph. 15(6): 1169-1176 (2009) - [c24]Christopher Collins, Fernanda B. Viégas, Martin Wattenberg:
Parallel Tag Clouds to explore and analyze faceted text corpora. IEEE VAST 2009: 91-98 - [c23]Fernanda B. Viégas, Martin Wattenberg:
Transforming data access through public visualization. SIGMOD Conference 2009: 3-4 - [c22]Fernanda B. Viégas, Martin Wattenberg:
Visualizing the inner lives of texts. Int. Sym. Wikis 2009 - 2008
- [j6]Fernanda B. Viégas, Martin Wattenberg:
Timelines - Tag clouds and the case for vernacular visualization. Interactions 15(4): 49-52 (2008) - [j5]Martin Wattenberg, Fernanda B. Viégas:
The Word Tree, an Interactive Visual Concordance. IEEE Trans. Vis. Comput. Graph. 14(6): 1221-1228 (2008) - [c21]Catalina M. Danis, Fernanda B. Viégas, Martin Wattenberg, Jesse Kriss:
Your place or mine?: visualization as a community component. CHI 2008: 275-284 - [c20]Fernanda B. Viégas, Martin Wattenberg, Jeffrey Heer, Maneesh Agrawala:
Social data analysis workshop. CHI Extended Abstracts 2008: 3977-3980 - [c19]Fernanda B. Viégas, Martin Wattenberg, Matthew M. McKeon, Frank van Ham, Jesse Kriss:
Harry Potter and the Meat-Filled Freezer: A Case Study of Spontaneous Usage of Visualization Tools. HICSS 2008: 159 - [c18]Fernanda B. Viégas, Martin Wattenberg:
Shakespeare, god, and lonely hearts: transforming data access with many eyes. JCDL 2008: 145-146 - 2007
- [j4]Fernanda B. Viégas, Martin Wattenberg, Frank van Ham, Jesse Kriss, Matthew M. McKeon:
ManyEyes: a Site for Visualization at Internet Scale. IEEE Trans. Vis. Comput. Graph. 13(6): 1121-1128 (2007) - [c17]Jeffrey Heer, Fernanda B. Viégas, Martin Wattenberg:
Voyagers and voyeurs: supporting asynchronous collaborative information visualization. CHI 2007: 1029-1038 - [c16]Fernanda B. Viégas, Martin Wattenberg:
Artistic Data Visualization: Beyond Visual Analytics. HCI (15) 2007: 182-191 - [c15]Fernanda B. Viégas, Martin Wattenberg, Matthew M. McKeon:
The Hidden Order of Wikipedia. HCI (15) 2007: 445-454 - [c14]Fernanda B. Viégas, Martin Wattenberg, Jesse Kriss, Frank van Ham:
Talk Before You Type: Coordination in Wikipedia. HICSS 2007: 78 - [c13]Fernanda B. Viégas:
The Visual Side of Wikipedia. HICSS 2007: 85 - [c12]Martin Wattenberg, Fernanda B. Viégas, Katherine J. Hollenbach:
Visualizing Activity on Wikipedia with Chromograms. INTERACT (2) 2007: 272-287 - 2006
- [j3]Fernanda B. Viégas, Martin Wattenberg:
Technical forum: Communication-minded visualization: A call to action. IBM Syst. J. 45(4): 801-812 (2006) - [c11]Fernanda B. Viégas, Scott A. Golder, Judith S. Donath:
Visualizing email content: portraying relationships from conversational histories. CHI 2006: 979-988 - [c10]Karrie Karahalios, Fernanda B. Viégas:
Social visualization: exploring text, audio, and video interaction. CHI Extended Abstracts 2006: 1667-1670 - 2005
- [j2]Fernanda B. Viégas:
Bloggers' Expectations of Privacy and Accountability: An Initial Survey. J. Comput. Mediat. Commun. 10(3) (2005) - 2004
- [c9]Fernanda B. Viégas, Martin Wattenberg, Kushal Dave:
Studying cooperation and conflict between authors with history flow visualizations. CHI 2004: 575-582 - [c8]Fernanda B. Viégas, danah boyd, David H. Nguyen, Jeffrey Potter, Judith S. Donath:
Digital Artifacts for Remembering and Storytelling: PostHistory and Social Network Fragments. HICSS 2004 - [c7]Fernanda B. Viégas, Marc A. Smith:
Newsgroup Crowds and AuthorLines: Visualizing the Activity of Individuals in Conversational Cyberspaces. HICSS 2004 - [c6]Fernanda B. Viégas, Ethan Perry, Ethan Howe, Judith S. Donath:
Artifacts of the Presence Era: Using Information Visualization to Create an Evocative Souvenir. INFOVIS 2004: 105-111 - [c5]Fernanda B. Viégas, Ethan Perry, Judith S. Donath, Ethan Howe:
Artifacts of the presence era: visualizing presence for posterity. SIGGRAPH Sketches 2004: 19 - 2002
- [c4]Judith S. Donath, Fernanda B. Viégas:
The chat circles series: explorations in designing abstract graphical communication interfaces. Symposium on Designing Interactive Systems 2002: 359-369
1990 – 1999
- 1999
- [j1]Judith S. Donath, Karrie Karahalios, Fernanda B. Viégas:
Visualizing Conversation. J. Comput. Mediat. Commun. 4(4): 0 (1999) - [c3]Fernanda B. Viégas, Judith S. Donath:
Chat Circles. CHI 1999: 9-16 - [c2]Judith S. Donath, Karrie Karahalios, Fernanda B. Viégas:
Visualizing Conversation. HICSS 1999 - [c1]Karrie Karahalios, Fernanda B. Viégas:
VisiPhone. SIGGRAPH Abstracts and Applications 1999: 184
Coauthor Index
[j16] [c37] [i23] [i22] [i21] [i20] [j15] [c36] [c35] [c34] [c33] [i19] [i18] [i17] [i16] [i15] [i14] [i13] [j14] [i12] [j13] [c32] [c30] [c29] [i11] [i10] [i9] [i7] [j12] [c28] [i6] [j11] [i5] [i4] [i3] [i2] [i1] [c27] [c26] [p1] [j10] [j8] [j7] [c24] [c23] [c22] [j6] [j5] [c21] [c20] [c19] [c18] [j4] [c17] [c16] [c15] [c14] [c12] [j3] [c9]
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