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Visual Representation Learning Does Not Generalize Strongly Within the Same Domain


Jul 23, 2021
Lukas Schott, Julius von Kügelgen, Frederik Träuble, Peter Gehler, Chris Russell, Matthias Bethge, Bernhard Schölkopf, Francesco Locatello, Wieland Brendel


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Pairwise Fairness for Ordinal Regression


May 07, 2021
Matthäus Kleindessner, Samira Samadi, Muhammad Bilal Zafar, Krishnaram Kenthapadi, Chris Russell


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What Did You Think Would Happen? Explaining Agent Behaviour Through Intended Outcomes


Nov 10, 2020
Herman Yau, Chris Russell, Simon Hadfield


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Why Fairness Cannot Be Automated: Bridging the Gap Between EU Non-Discrimination Law and AI


May 12, 2020
Sandra Wachter, Brent Mittelstadt, Chris Russell


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Adequate and fair explanations


Jan 21, 2020
Nicholas Asher, Soumya Paul, Chris Russell


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Adversarial Perturbations on the Perceptual Ball


Dec 19, 2019
Andrew Elliott, Stephen Law, Chris Russell

* 16 pages, 8 figures 

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Weakly-Supervised 3D Pose Estimation from a Single Image using Multi-View Consistency


Sep 13, 2019
Guillaume Rochette, Chris Russell, Richard Bowden

* BMVC 

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U4D: Unsupervised 4D Dynamic Scene Understanding


Jul 23, 2019
Armin Mustafa, Chris Russell, Adrian Hilton

* To appear in IEEE International Conference in Computer Vision ICCV 2019 

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Efficient Search for Diverse Coherent Explanations


Jan 02, 2019
Chris Russell

* FAT* 2019 

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Explaining Explanations in AI


Nov 04, 2018
Brent Mittelstadt, Chris Russell, Sandra Wachter

* FAT* 2019 Proceedings 

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Rethinking Pose in 3D: Multi-stage Refinement and Recovery for Markerless Motion Capture


Aug 04, 2018
Denis Tome, Matteo Toso, Lourdes Agapito, Chris Russell

* International Conference on 3DVision (3dv) 

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Take a Look Around: Using Street View and Satellite Images to Estimate House Prices


Jul 18, 2018
Stephen Law, Brooks Paige, Chris Russell

* 9 pages, 9 figures, workshop paper 

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Causal Interventions for Fairness


Jun 06, 2018
Matt J. Kusner, Chris Russell, Joshua R. Loftus, Ricardo Silva


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Causal Reasoning for Algorithmic Fairness


May 15, 2018
Joshua R. Loftus, Chris Russell, Matt J. Kusner, Ricardo Silva


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Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR


Mar 21, 2018
Sandra Wachter, Brent Mittelstadt, Chris Russell

* Harvard Journal of Law & Technology, 2018 

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Counterfactual Fairness


Mar 08, 2018
Matt J. Kusner, Joshua R. Loftus, Chris Russell, Ricardo Silva


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Worst-case Optimal Submodular Extensions for Marginal Estimation


Jan 10, 2018
Pankaj Pansari, Chris Russell, M. Pawan Kumar

* Accepted to AISTATS 2018 

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VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning


Nov 06, 2017
Akash Srivastava, Lazar Valkov, Chris Russell, Michael U. Gutmann, Charles Sutton

* Published as a conference paper at NIPS, 2017 

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Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image


Oct 11, 2017
Denis Tome, Chris Russell, Lourdes Agapito

* Paper presented at CVPR 17 

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Better Together: Joint Reasoning for Non-rigid 3D Reconstruction with Specularities and Shading


Aug 04, 2017
Qi Liu-Yin, Rui Yu, Lourdes Agapito, Andrew Fitzgibbon, Chris Russell

* Submitted to IJCV 

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Efficient Minimization of Higher Order Submodular Functions using Monotonic Boolean Functions


Jan 23, 2017
Srikumar Ramalingam, Chris Russell, Lubor Ladicky, Philip H. S. Torr


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Solving Jigsaw Puzzles with Linear Programming


Nov 13, 2015
Rui Yu, Chris Russell, Lourdes Agapito


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F-formation Detection: Individuating Free-standing Conversational Groups in Images


Sep 09, 2014
Francesco Setti, Chris Russell, Chiara Bassetti, Marco Cristani

* 32 pages, submitted to PLOS One 

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Exact and Approximate Inference in Associative Hierarchical Networks using Graph Cuts


Mar 15, 2012
Chris Russell, L'ubor Ladicky, Pushmeet Kohli, Philip H. S. Torr

* Appears in Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI2010) 

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