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Adrian Weller

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Robust Learning from Observation with Model Misspecification

Feb 15, 2022
Luca Viano, Yu-Ting Huang, Parameswaran Kamalaruban, Craig Innes, Subramanian Ramamoorthy, Adrian Weller

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Approximating Full Conformal Prediction at Scale via Influence Functions

Feb 02, 2022
Javier Abad, Umang Bhatt, Adrian Weller, Giovanni Cherubin

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Filling gaps in trustworthy development of AI

Dec 14, 2021
Shahar Avin, Haydn Belfield, Miles Brundage, Gretchen Krueger, Jasmine Wang, Adrian Weller, Markus Anderljung, Igor Krawczuk, David Krueger, Jonathan Lebensold, Tegan Maharaj, Noa Zilberman

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Diverse, Global and Amortised Counterfactual Explanations for Uncertainty Estimates

Dec 09, 2021
Dan Ley, Umang Bhatt, Adrian Weller

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Exploring Alignment of Representations with Human Perception

Nov 29, 2021
Vedant Nanda, Ayan Majumdar, Camila Kolling, John P. Dickerson, Krishna P. Gummadi, Bradley C. Love, Adrian Weller

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Towards Principled Disentanglement for Domain Generalization

Nov 27, 2021
Hanlin Zhang, Yi-Fan Zhang, Weiyang Liu, Adrian Weller, Bernhard Schölkopf, Eric P. Xing

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PolyViT: Co-training Vision Transformers on Images, Videos and Audio

Nov 25, 2021
Valerii Likhosherstov, Anurag Arnab, Krzysztof Choromanski, Mario Lucic, Yi Tay, Adrian Weller, Mostafa Dehghani

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Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence

Nov 18, 2021
Xiang Bai, Hanchen Wang, Liya Ma, Yongchao Xu, Jiefeng Gan, Ziwei Fan, Fan Yang, Ke Ma, Jiehua Yang, Song Bai, Chang Shu, Xinyu Zou, Renhao Huang, Changzheng Zhang, Xiaowu Liu, Dandan Tu, Chuou Xu, Wenqing Zhang, Xi Wang, Anguo Chen, Yu Zeng, Dehua Yang, Ming-Wei Wang, Nagaraj Holalkere, Neil J. Halin, Ihab R. Kamel, Jia Wu, Xuehua Peng, Xiang Wang, Jianbo Shao, Pattanasak Mongkolwat, Jianjun Zhang, Weiyang Liu, Michael Roberts, Zhongzhao Teng, Lucian Beer, Lorena Escudero Sanchez, Evis Sala, Daniel Rubin, Adrian Weller, Joan Lasenby, Chuangsheng Zheng, Jianming Wang, Zhen Li, Carola-Bibiane Schönlieb, Tian Xia

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Iterative Teaching by Label Synthesis

Nov 10, 2021
Weiyang Liu, Zhen Liu, Hanchen Wang, Liam Paull, Bernhard Schölkopf, Adrian Weller

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