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Beyond Faithfulness: A Framework to Characterize and Compare Saliency Methods


Jun 07, 2022
Angie Boggust, Harini Suresh, Hendrik Strobelt, John V. Guttag, Arvind Satyanarayan

* 13 pages, 5 figures, 2 tables 

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Cascaded Multilingual Audio-Visual Learning from Videos


Nov 08, 2021
Andrew Rouditchenko, Angie Boggust, David Harwath, Samuel Thomas, Hilde Kuehne, Brian Chen, Rameswar Panda, Rogerio Feris, Brian Kingsbury, Michael Picheny, James Glass

* Presented at Interspeech 2021. This version contains updated results using the YouCook-Japanese dataset 

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Shared Interest: Large-Scale Visual Analysis of Model Behavior by Measuring Human-AI Alignment


Jul 20, 2021
Angie Boggust, Benjamin Hoover, Arvind Satyanarayan, Hendrik Strobelt

* 14 pages, 8 figures. For more details, see http://shared-interest.csail.mit.edu 

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Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos


May 05, 2021
Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas, Angie Boggust, Rameswar Panda, Brian Kingsbury, Rogerio Feris, David Harwath, James Glass, Michael Picheny, Shih-Fu Chang


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AVLnet: Learning Audio-Visual Language Representations from Instructional Videos


Jun 16, 2020
Andrew Rouditchenko, Angie Boggust, David Harwath, Dhiraj Joshi, Samuel Thomas, Kartik Audhkhasi, Rogerio Feris, Brian Kingsbury, Michael Picheny, Antonio Torralba, James Glass


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Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples


Dec 10, 2019
Angie Boggust, Brandon Carter, Arvind Satyanarayan


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