Chris Russell

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 92

Top Venues

Publications

Jaime Spencer, Chris Russell, Simon Hadfield, Richard Bowden
Kick Back & Relax++: Scaling Beyond Ground-Truth Depth with SlowTV & CribsTV. CoRR (2024)
Sofie Goethals, Eoin Delaney, Brent D. Mittelstadt, Chris Russell
Resource-constrained Fairness. CoRR (2024)
Eoin Delaney, Zihao Fu, Sandra Wachter, Brent D. Mittelstadt, Chris Russell
OxonFair: A Flexible Toolkit for Algorithmic Fairness. CoRR (2024)
Jaime Spencer, Fabio Tosi, Matteo Poggi, Ripudaman Singh Arora, Chris Russell, Simon Hadfield, Richard Bowden, GuangYuan Zhou, ZhengXin Li, Qiang Rao, YiPing Bao, Xiao Liu, Dohyeong Kim, Jinseong Kim, Myunghyun Kim, Mykola Lavreniuk, Rui Li, Qing Mao, Jiang Wu, Yu Zhu, Jinqiu Sun, Yanning Zhang, Suraj Patni, Aradhye Agarwal, Chetan Arora, Pihai Sun, Kui Jiang, Gang Wu, Jian Liu, Xianming Liu, Junjun Jiang, Xidan Zhang, Jianing Wei, Fangjun Wang, Zhiming Tan, Jiabao Wang, Albert Luginov, Muhammad Shahzad, Seyed Hosseini, Aleksander Trajcevski, James H. Elder
The Third Monocular Depth Estimation Challenge. CoRR (2024)
Avishkar Saha, Oscar Mendez, Chris Russell, Richard Bowden
Translating Images into Maps (Extended Abstract). IJCAI (2023)
Jaime Spencer, Chris Russell, Simon Hadfield, Richard Bowden
Kick Back & Relax: Learning to Reconstruct the World by Watching SlowTV. CoRR (2023)
Brent D. Mittelstadt, Sandra Wachter, Chris Russell
The Unfairness of Fair Machine Learning: Levelling down and strict egalitarianism by default. CoRR (2023)
Max F. Burg, Florian Wenzel, Dominik Zietlow, Max Horn, Osama Makansi, Francesco Locatello, Chris Russell
A data augmentation perspective on diffusion models and retrieval. CoRR (2023)
Matthäus Kleindessner, Michele Donini, Chris Russell, Muhammad Bilal Zafar
Efficient fair PCA for fair representation learning. AISTATS (2023)
Matthäus Kleindessner, Michele Donini, Chris Russell, Muhammad Bilal Zafar
Efficient fair PCA for fair representation learning. CoRR (2023)
Yuejiang Liu, Alexandre Alahi, Chris Russell, Max Horn, Dominik Zietlow, Bernhard Schölkopf, Francesco Locatello
Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning. CLeaR (2023)
Max F. Burg, Florian Wenzel, Dominik Zietlow, Max Horn, Osama Makansi, Francesco Locatello, Chris Russell
Image retrieval outperforms diffusion models on data augmentation. Trans. Mach. Learn. Res. 2023 (2023)
Junaid Ali, Matthäus Kleindessner, Florian Wenzel, Kailash Budhathoki, Volkan Cevher, Chris Russell
Evaluating the Fairness of Discriminative Foundation Models in Computer Vision. CoRR (2023)
Guillaume Rochette, Chris Russell, Richard Bowden
Novel View Synthesis of Humans using Differentiable Rendering. CoRR (2023)
Jaime Spencer, C. Stella Qian, Michaela Trescakova, Chris Russell, Simon Hadfield, Erich W. Graf, Wendy J. Adams, Andrew J. Schofield, James H. Elder, Richard Bowden, Ali Anwar, Hao Chen, Xiaozhi Chen, Kai Cheng, Yuchao Dai, Huynh Thai Hoa, Sadat Hossain, Jianmian Huang, Mohan Jing, Bo Li, Chao Li, Baojun Li, Zhiwen Liu, Stefano Mattoccia, Siegfried Mercelis, Myungwoo Nam, Matteo Poggi, Xiaohua Qi, Jiahui Ren, Yang Tang, Fabio Tosi, Linh Trinh, S. M. Nadim Uddin, Khan Muhammad Umair, Kaixuan Wang, Yufei Wang, Yixing Wang, Mochu Xiang, Guangkai Xu, Wei Yin, Jun Yu, Qi Zhang, Chaoqiang Zhao
The Second Monocular Depth Estimation Challenge. CVPR Workshops (2023)
Harvineet Singh, Matthäus Kleindessner, Volkan Cevher, Rumi Chunara, Chris Russell
When do Minimax-fair Learning and Empirical Risk Minimization Coincide? ICML (2023)
Yuejiang Liu, Alexandre Alahi, Chris Russell, Max Horn, Dominik Zietlow, Bernhard Schölkopf, Francesco Locatello
Causal Triplet: An Open Challenge for Intervention-centric Causal Representation Learning. CoRR (2023)
Jaime Spencer, C. Stella Qian, Chris Russell, Simon Hadfield, Erich W. Graf, Wendy J. Adams, Andrew J. Schofield, James H. Elder, Richard Bowden, Heng Cong, Stefano Mattoccia, Matteo Poggi, Zeeshan Khan Suri, Yang Tang, Fabio Tosi, Hao Wang, Youmin Zhang, Yusheng Zhang, Chaoqiang Zhao
The Monocular Depth Estimation Challenge. WACV (Workshops) (2023)
Guillaume Rochette, Chris Russell, Richard Bowden
Novel View Synthesis of Humans Using Differentiable Rendering. IEEE Trans. Biom. Behav. Identity Sci. 5 (3) (2023)
Avishkar Saha, Oscar Mendez, Chris Russell, Richard Bowden
Learning Adaptive Neighborhoods for Graph Neural Networks. CoRR (2023)
Jaime Spencer, C. Stella Qian, Michaela Trescakova, Chris Russell, Simon Hadfield, Erich W. Graf, Wendy J. Adams, Andrew J. Schofield, James H. Elder, Richard Bowden, Ali Anwar, Hao Chen, Xiaozhi Chen, Kai Cheng, Yuchao Dai, Huynh Thai Hoa, Sadat Hossain, Jianmian Huang, Mohan Jing, Bo Li, Chao Li, Baojun Li, Zhiwen Liu, Stefano Mattoccia, Siegfried Mercelis, Myungwoo Nam, Matteo Poggi, Xiaohua Qi, Jiahui Ren, Yang Tang, Fabio Tosi, Linh Trinh, S. M. Nadim Uddin, Khan Muhammad Umair, Kaixuan Wang, Yufei Wang, Yixing Wang, Mochu Xiang, Guangkai Xu, Wei Yin, Jun Yu, Qi Zhang, Chaoqiang Zhao
The Second Monocular Depth Estimation Challenge. CoRR (2023)
Jaime Spencer, Simon Hadfield, Chris Russell, Richard Bowden
Kick Back & Relax: Learning to Reconstruct the World by Watching SlowTV. ICCV (2023)
Junaid Ali, Matthäus Kleindessner, Florian Wenzel, Kailash Budhathoki, Volkan Cevher, Chris Russell
Evaluating the Fairness of Discriminative Foundation Models in Computer Vision. AIES (2023)
Florian Wenzel, Andrea Dittadi, Peter V. Gehler, Carl-Johann Simon-Gabriel, Max Horn, Dominik Zietlow, David Kernert, Chris Russell, Thomas Brox, Bernt Schiele, Bernhard Schölkopf, Francesco Locatello
Assaying Out-Of-Distribution Generalization in Transfer Learning. NeurIPS (2022)
Armin Mustafa, Chris Russell, Adrian Hilton
4D Temporally Coherent Multi-Person Semantic Reconstruction and Segmentation. Int. J. Comput. Vis. 130 (6) (2022)
Yash Sharma, Yi Zhu, Chris Russell, Thomas Brox
Pixel-level Correspondence for Self-Supervised Learning from Video. CoRR (2022)
Matthäus Kleindessner, Samira Samadi, Muhammad Bilal Zafar, Krishnaram Kenthapadi, Chris Russell
Pairwise Fairness for Ordinal Regression. AISTATS (2022)
Michael Lohaus, Matthäus Kleindessner, Krishnaram Kenthapadi, Francesco Locatello, Chris Russell
Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks. NeurIPS (2022)
Paul Rolland, Volkan Cevher, Matthäus Kleindessner, Chris Russell, Dominik Janzing, Bernhard Schölkopf, Francesco Locatello
Score Matching Enables Causal Discovery of Nonlinear Additive Noise Models. ICML (2022)
Dominik Zietlow, Michael Lohaus, Guha Balakrishnan, Matthäus Kleindessner, Francesco Locatello, Bernhard Schölkopf, Chris Russell
Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers. CVPR (2022)
Azin Ghazimatin, Matthäus Kleindessner, Chris Russell, Ziawasch Abedjan, Jacek Golebiowski
Measuring Fairness of Rankings under Noisy Sensitive Information. FAccT (2022)
Nicholas Asher, Lucas de Lara, Soumya Paul, Chris Russell
Counterfactual Models for Fair and Adequate Explanations. Mach. Learn. Knowl. Extr. 4 (2) (2022)
Florian Wenzel, Andrea Dittadi, Peter Vincent Gehler, Carl-Johann Simon-Gabriel, Max Horn, Dominik Zietlow, David Kernert, Chris Russell, Thomas Brox, Bernt Schiele, Bernhard Schölkopf, Francesco Locatello
Assaying Out-Of-Distribution Generalization in Transfer Learning. CoRR (2022)
Paul Rolland, Volkan Cevher, Matthäus Kleindessner, Chris Russell, Bernhard Schölkopf, Dominik Janzing, Francesco Locatello
Score matching enables causal discovery of nonlinear additive noise models. CoRR (2022)
Avishkar Saha, Oscar Mendez, Chris Russell, Richard Bowden
'The Pedestrian next to the Lamppost" Adaptive Object Graphs for Better Instantaneous Mapping. CVPR (2022)
Jaime Spencer, C. Stella Qian, Chris Russell, Simon Hadfield, Erich W. Graf, Wendy J. Adams, Andrew J. Schofield, James H. Elder, Richard Bowden, Heng Cong, Stefano Mattoccia, Matteo Poggi, Zeeshan Khan Suri, Yang Tang, Fabio Tosi, Hao Wang, Youmin Zhang, Yusheng Zhang, Chaoqiang Zhao
The Monocular Depth Estimation Challenge. CoRR (2022)
Lukas Schott, Julius von Kügelgen, Frederik Träuble, Peter Vincent Gehler, Chris Russell, Matthias Bethge, Bernhard Schölkopf, Francesco Locatello, Wieland Brendel
Visual Representation Learning Does Not Generalize Strongly Within the Same Domain. ICLR (2022)
Johann Laux, Fabian Stephany, Chris Russell, Sandra Wachter, Brent D. Mittelstadt
The Concentration-after-Personalisation Index (CAPI): Governing effects of personalisation using the example of targeted online advertising. Big Data Soc. 9 (2) (2022)
Michael Lohaus, Matthäus Kleindessner, Krishnaram Kenthapadi, Francesco Locatello, Chris Russell
Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks. CoRR (2022)
Avishkar Saha, Oscar Mendez, Chris Russell, Richard Bowden
"The Pedestrian next to the Lamppost" Adaptive Object Graphs for Better Instantaneous Mapping. CoRR (2022)
Jaime Spencer Martin, Chris Russell, Simon Hadfield, Richard Bowden
Deconstructing Self-Supervised Monocular Reconstruction: The Design Decisions that Matter. CoRR (2022)
Dominik Zietlow, Michael Lohaus, Guha Balakrishnan, Matthäus Kleindessner, Francesco Locatello, Bernhard Schölkopf, Chris Russell
Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers. CoRR (2022)
Avishkar Saha, Oscar Mendez, Chris Russell, Richard Bowden
Translating Images into Maps. ICRA (2022)
Jacob D. Abernethy, Pranjal Awasthi, Matthäus Kleindessner, Jamie Morgenstern, Chris Russell, Jie Zhang
Active Sampling for Min-Max Fairness. ICML (2022)
Jaime Spencer, Chris Russell, Simon Hadfield, Richard Bowden
Deconstructing Self-Supervised Monocular Reconstruction: The Design Decisions that Matter. Trans. Mach. Learn. Res. 2022 (2022)
Andrew Elliott, Stephen Law, Chris Russell
Explaining Classifiers Using Adversarial Perturbations on the Perceptual Ball. CVPR (2021)
Avishkar Saha, Oscar Mendez Maldonado, Chris Russell, Richard Bowden
Translating Images into Maps. CoRR (2021)
Guillaume Rochette, Chris Russell, Richard Bowden
Human Pose Manipulation and Novel View Synthesis using Differentiable Rendering. FG (2021)
Nicholas Asher, Soumya Paul, Chris Russell
Fair and Adequate Explanations. CD-MAKE (2021)
Sandra Wachter, Brent D. Mittelstadt, Chris Russell
Why fairness cannot be automated: Bridging the gap between EU non-discrimination law and AI. Comput. Law Secur. Rev. 41 (2021)
Lukas Schott, Julius von Kügelgen, Frederik Träuble, Peter V. Gehler, Chris Russell, Matthias Bethge, Bernhard Schölkopf, Francesco Locatello, Wieland Brendel
Visual Representation Learning Does Not Generalize Strongly Within the Same Domain. CoRR (2021)
Guillaume Rochette, Chris Russell, Richard Bowden
Human Pose Manipulation and Novel View Synthesis using Differentiable Rendering. CoRR (2021)
Matthäus Kleindessner, Samira Samadi, Muhammad Bilal Zafar, Krishnaram Kenthapadi, Chris Russell
Pairwise Fairness for Ordinal Regression. CoRR (2021)
Avishkar Saha, Oscar Mendez Maldonado, Chris Russell, Richard Bowden
Enabling spatio-temporal aggregation in Birds-Eye-View Vehicle Estimation. ICRA (2021)
Sandra Wachter, Brent D. Mittelstadt, Chris Russell
Why Fairness Cannot Be Automated: Bridging the Gap Between EU Non-Discrimination Law and AI. CoRR (2020)
Herman Yau, Chris Russell, Simon Hadfield
What Did You Think Would Happen? Explaining Agent Behaviour through Intended Outcomes. NeurIPS (2020)
Herman Yau, Chris Russell, Simon Hadfield
What Did You Think Would Happen? Explaining Agent Behaviour Through Intended Outcomes. CoRR (2020)
Nicholas Asher, Soumya Paul, Chris Russell
Adequate and fair explanations. CoRR (2020)
Armin Mustafa, Chris Russell, Adrian Hilton
U4D: Unsupervised 4D Dynamic Scene Understanding. CoRR (2019)
Chris Russell
Efficient Search for Diverse Coherent Explanations. CoRR (2019)
Matt J. Kusner, Chris Russell, Joshua R. Loftus, Ricardo Silva
Making Decisions that Reduce Discriminatory Impacts. ICML (2019)
Stephen Law, Brooks Paige, Chris Russell
Take a Look Around: Using Street View and Satellite Images to Estimate House Prices. ACM Trans. Intell. Syst. Technol. 10 (5) (2019)
Guillaume Rochette, Chris Russell, Richard Bowden
Weakly-Supervised 3D Pose Estimation from a Single Image using Multi-View Consistency. CoRR (2019)
Pankaj Pansari, Chris Russell, M. Pawan Kumar
Linear programming-based submodular extensions for marginal estimation. Comput. Vis. Image Underst. 189 (2019)
Chris Russell, Matteo Toso, Neill D. F. Campbell
Fixing Implicit Derivatives: Trust-Region Based Learning of Continuous Energy Functions. NeurIPS (2019)
Chris Russell
Efficient Search for Diverse Coherent Explanations. FAT (2019)
Andrew Elliott, Stephen Law, Chris Russell
Adversarial Perturbations on the Perceptual Ball. CoRR (2019)
Brent D. Mittelstadt, Chris Russell, Sandra Wachter
Explaining Explanations in AI. FAT (2019)
Guillaume Rochette, Chris Russell, Richard Bowden
Weakly-Supervised 3D Pose Estimation from a Single Image using Multi-View Consistency. BMVC (2019)
Armin Mustafa, Chris Russell, Adrian Hilton
U4D: Unsupervised 4D Dynamic Scene Understanding. ICCV (2019)
Pankaj Pansari, Chris Russell, M. Pawan Kumar
Worst-case Optimal Submodular Extensions for Marginal Estimation. CoRR (2018)
Joshua R. Loftus, Chris Russell, Matt J. Kusner, Ricardo Silva
Causal Reasoning for Algorithmic Fairness. CoRR (2018)
Denis Tomè, Matteo Toso, Lourdes Agapito, Chris Russell
Rethinking Pose in 3D: Multi-stage Refinement and Recovery for Markerless Motion Capture. 3DV (2018)
Pankaj Pansari, Chris Russell, M. Pawan Kumar
Optimal Submodular Extensions for Marginal Estimation. AISTATS (2018)
Stephen Law, Brooks Paige, Chris Russell
Take a Look Around: Using Street View and Satellite Images to Estimate House Prices. CoRR (2018)
Denis Tomè, Matteo Toso, Lourdes Agapito, Chris Russell
Rethinking Pose in 3D: Multi-stage Refinement and Recovery for Markerless Motion Capture. CoRR (2018)
Brent D. Mittelstadt, Chris Russell, Sandra Wachter
Explaining Explanations in AI. CoRR (2018)
Matt J. Kusner, Chris Russell, Joshua R. Loftus, Ricardo Silva
Causal Interventions for Fairness. CoRR (2018)
Sandra Wachter, Brent D. Mittelstadt, Chris Russell
Counterfactual Explanations without Opening the Black Box: Automated Decisions and the GDPR. CoRR (2017)
Srikumar Ramalingam, Chris Russell, Lubor Ladicky, Philip H. S. Torr
Efficient minimization of higher order submodular functions using monotonic Boolean functions. Discret. Appl. Math. 220 (2017)
Liu-Yin Qi, Rui Yu, Lourdes Agapito, Andrew W. Fitzgibbon, Chris Russell
Better Together: Joint Reasoning for Non-rigid 3D Reconstruction with Specularities and Shading. CoRR (2017)
Denis Tomè, Chris Russell, Lourdes Agapito
Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image. CoRR (2017)
Denis Tomè, Chris Russell, Lourdes Agapito
Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image. CVPR (2017)
Matt J. Kusner, Joshua R. Loftus, Chris Russell, Ricardo Silva
Counterfactual Fairness. CoRR (2017)
Chris Russell, Matt J. Kusner, Joshua R. Loftus, Ricardo Silva
When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness. NIPS (2017)
Matt J. Kusner, Joshua R. Loftus, Chris Russell, Ricardo Silva
Counterfactual Fairness. NIPS (2017)
Akash Srivastava, Lazar Valkov, Chris Russell, Michael U. Gutmann, Charles Sutton
VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning. NIPS (2017)
Rui Yu, Chris Russell, Lourdes Agapito
Solving Jigsaw Puzzles with Linear Programming. BMVC (2016)
Chris Russell, Lourdes Agapito, Rui Yu, Andrew W. Fitzgibbon, Liu-Yin Qi
Better Together: Joint Reasoning for Non-rigid 3D Reconstruction with Specularities and Shading. BMVC (2016)
Rui Yu, Chris Russell, Lourdes Agapito
Solving Jigsaw Puzzles with Linear Programming. CoRR (2015)
Rui Yu, Chris Russell, Neill D. F. Campbell, Lourdes Agapito
Direct, Dense, and Deformable: Template-Based Non-rigid 3D Reconstruction from RGB Video. ICCV (2015)
Anton van den Hengel, Chris Russell, Anthony R. Dick, John W. Bastian, Daniel Pooley, Lachlan Fleming, Lourdes Agapito
Part-based modelling of compound scenes from images. CVPR (2015)
Francesco Setti, Chris Russell, Chiara Bassetti, Marco Cristani
F-formation Detection: Individuating Free-standing Conversational Groups in Images. CoRR (2014)
Nikolaos Pitelis, Chris Russell, Lourdes Agapito
Semi-supervised Learning Using an Unsupervised Atlas. ECML/PKDD (2) (2014)
Lubor Ladicky, Chris Russell, Pushmeet Kohli, Philip H. S. Torr
Associative Hierarchical Random Fields. IEEE Trans. Pattern Anal. Mach. Intell. 36 (6) (2014)
Chris Russell, Rui Yu, Lourdes Agapito
Video Pop-up: Monocular 3D Reconstruction of Dynamic Scenes. ECCV (7) (2014)
Lubor Ladicky, Chris Russell, Pushmeet Kohli, Philip H. S. Torr
Inference Methods for CRFs with Co-occurrence Statistics. Int. J. Comput. Vis. 103 (2) (2013)
Nikolaos Pitelis, Chris Russell, Lourdes Agapito
Learning a Manifold as an Atlas. CVPR (2013)
Parthipan Siva, Chris Russell, Tao Xiang, Lourdes Agapito
Looking Beyond the Image: Unsupervised Learning for Object Saliency and Detection. CVPR (2013)
Anastasios Roussos, Chris Russell, Ravi Garg, Lourdes Agapito
Dense multibody motion estimation and reconstruction from a handheld camera. ISMAR (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chris Russell