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Career

· Assistant Professor, University of British Columbia (UBC)2025–
· Faculty Member, Vector Institute2025–
· PhD in Computer Science, UC Berkeley2019–

Publications (51)

Fully convolutional networks for semantic segmentation
Computer Vision and Pattern Recognition · 2014
40,954
cited
Caffe: Convolutional Architecture for Fast Feature Embedding
ACM Multimedia · 2014
14,817
cited
cuDNN: Efficient Primitives for Deep Learning
arXiv.org · 2014
1,945
cited
Tent: Fully Test-Time Adaptation by Entropy Minimization
International Conference on Learning Representations · 2021
1,525
cited
Perceiver IO: A General Architecture for Structured Inputs & Outputs
International Conference on Learning Representations · 2021
736
cited
Fully Convolutional Multi-Class Multiple Instance Learning
International Conference on Learning Representations · 2014
323
cited
Zero-Shot Visual Imitation
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2018
319
cited
Infinite Mixture Prototypes for Few-Shot Learning
International Conference on Machine Learning · 2019
264
cited
Conditional Networks for Few-Shot Semantic Segmentation
International Conference on Learning Representations · 2018
233
cited
Clockwork Convnets for Video Semantic Segmentation
ECCV Workshops · 2016
207
cited
Loss is its own Reward: Self-Supervision for Reinforcement Learning
International Conference on Learning Representations · 2016
194
cited
Few-Shot Segmentation Propagation with Guided Networks
arXiv.org · 2018
127
cited
Object discovery and representation networks
European Conference on Computer Vision · 2022
95
cited
Evaluating the Adversarial Robustness of Adaptive Test-time Defenses
International Conference on Machine Learning · 2022
81
cited
Back to the Source: Diffusion-Driven Adaptation to Test-Time Corruption
Computer Vision and Pattern Recognition · 2022
78
cited
Fine-grained pose prediction, normalization, and recognition
arXiv.org · 2015
66
cited
Back to the Source: Diffusion-Driven Test-Time Adaptation
arXiv.org · 2022
61
cited
Fully Test-time Adaptation by Entropy Minimization
arXiv.org · 2020
58
cited
AlphaEarth Foundations: An embedding field model for accurate and efficient global mapping from sparse label data
arXiv.org · 2025
56
cited
Scene Intrinsics and Depth from a Single Image
2015 IEEE International Conference on Computer Vision Workshop (ICCVW) · 2015
55
cited
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