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Domain Adaptive Decision Trees: Implications for Accuracy and Fairness


Feb 27, 2023
Jose M. Alvarez, Kristen M. Scott, Salvatore Ruggieri, Bettina Berendt

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VoxFormer: Sparse Voxel Transformer for Camera-based 3D Semantic Scene Completion


Feb 23, 2023
Yiming Li, Zhiding Yu, Christopher Choy, Chaowei Xiao, Jose M. Alvarez, Sanja Fidler, Chen Feng, Anima Anandkumar

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* 8 pages, 3 figures 

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Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the Difference


Feb 23, 2023
Jose M. Alvarez, Salvatore Ruggieri

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Vision Transformers Are Good Mask Auto-Labelers


Jan 10, 2023
Shiyi Lan, Xitong Yang, Zhiding Yu, Zuxuan Wu, Jose M. Alvarez, Anima Anandkumar

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Soft Masking for Cost-Constrained Channel Pruning


Nov 04, 2022
Ryan Humble, Maying Shen, Jorge Albericio Latorre, Eric Darve1, Jose M. Alvarez

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* Accepted by ECCV 2022 

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Structural Pruning via Latency-Saliency Knapsack


Oct 18, 2022
Maying Shen, Hongxu Yin, Pavlo Molchanov, Lei Mao, Jianna Liu, Jose M. Alvarez

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* Accepted by NeurIPS 2022. arXiv admin note: substantial text overlap with arXiv:2110.10811 

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Optimizing Data Collection for Machine Learning


Oct 03, 2022
Rafid Mahmood, James Lucas, Jose M. Alvarez, Sanja Fidler, Marc T. Law

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* Accepted to NeurIPS 2022 

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How Much More Data Do I Need? Estimating Requirements for Downstream Tasks


Jul 13, 2022
Rafid Mahmood, James Lucas, David Acuna, Daiqing Li, Jonah Philion, Jose M. Alvarez, Zhiding Yu, Sanja Fidler, Marc T. Law

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* Accepted to CVPR 2022 

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Object-Level Targeted Selection via Deep Template Matching


Jul 05, 2022
Suraj Kothawade, Donna Roy, Michele Fenzi, Elmar Haussmann, Jose M. Alvarez, Christoph Angerer

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* In Proceedings of the Intelligent Vehicles Symposium, IV 2022 

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