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Clara Huiyi Hu
Clara Huiyi Hu
Google DeepMind
Verified email at google.com
Title
Cited by
Cited by
Year
Deep Ensembles: A Loss Landscape Perspective
S Fort, H Hu, B Lakshminarayanan
arXiv preprint arXiv:1912.02757, 2019
5862019
Plex: Towards reliability using pretrained large model extensions
D Tran, J Liu, MW Dusenberry, D Phan, M Collier, J Ren, K Han, Z Wang, ...
arXiv preprint arXiv:2207.07411, 2022
872022
Multi-class graph Mumford-Shah model for plume detection using the MBO scheme
H Hu, J Sunu, AL Bertozzi
International Workshop on Energy Minimization Methods in Computer Vision and …, 2015
592015
A method based on total variation for network modularity optimization using the MBO scheme
H Hu, T Laurent, MA Porter, AL Bertozzi
SIAM Journal on Applied Mathematics 73 (6), 2224-2246, 2013
582013
End-to-end interpretation of the french street name signs dataset
R Smith, C Gu, DS Lee, H Hu, R Unnikrishnan, J Ibarz, S Arnoud, S Lin
European Conference on Computer Vision, 411-426, 2016
502016
Wide Neural Networks Forget Less Catastrophically
SI Mirzadeh, A Chaudhry, H Hu, R Pascanu, D Gorur, M Farajtabar
arXiv preprint arXiv:2110.11526, 2021
482021
Information-theoretic Online Memory Selection for Continual Learning
S Sun, D Calandriello, H Hu, A Li, M Titsias
International Conference on Learning Representations, 2021
422021
Deep Ensembles: A Loss Landscape Perspective. arXiv 2019
S Fort, H Hu, B Lakshminarayanan
arXiv preprint arXiv:1912.02757, 1912
321912
Cross-View Policy Learning for Street Navigation
A Li, H Hu, P Mirowski, M Farajtabar
Proceedings of the IEEE International Conference on Computer Vision, 8100-8109, 2019
262019
Multislice modularity optimization in community detection and image segmentation
H Hu, Y van Gennip, B Hunter, AL Bertozzi, MA Porter
2012 IEEE 12th International Conference on Data Mining Workshops, 934-936, 2012
212012
Task-agnostic continual learning with hybrid probabilistic models
P Kirichenko, M Farajtabar, D Rao, B Lakshminarayanan, N Levine, A Li, ...
arXiv preprint arXiv:2106.12772, 2021
162021
Task-driven dictionary learning for inpainting
H Hu, B Wohlberg, R Chartrand
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
162014
One Pass ImageNet
H Hu, A Li, D Calandriello, D Gorur
arXiv preprint arXiv:2111.01956, 2021
152021
Learning from Delayed Outcomes via Proxies with Applications to Recommender Systems
TA Mann, S Gowal, A Gyorgy, H Hu, R Jiang, B Lakshminarayanan, ...
International Conference on Machine Learning, 4324-4332, 2019
122019
Learning from delayed outcomes with intermediate observations
TA Mann, S Gowal, R Jiang, H Hu, B Lakshminarayanan, A Gyorgy
arXiv preprint arXiv:1807.09387, 2018
102018
Geosocial graph-based community detection
Y van Gennip, H Hu, B Hunter, MA Porter
2012 IEEE 12th International Conference on Data Mining Workshops, 754-758, 2012
102012
Plex: towards reliability using pretrained large model extensions (2022)
D Tran, J Liu, MW Dusenberry, D Phan, M Collier, J Ren, K Han, Z Wang, ...
URL https://arxiv. org/abs/2207.07411, 0
8
An incremental reseeding strategy for clustering
X Bresson, H Hu, T Laurent, A Szlam, J von Brecht
International Conference on Imaging, Vision and Learning based on …, 2016
52016
Learning from delayed outcomes using neural networks
H Hu, R Jiang, TA Mann, SA Gowal, B Lakshminarayanan, A Gyorgy
US Patent App. 16/298,448, 2019
4*2019
Graph based models for unsupervised high dimensional data clustering and network analysis
H Hu
CALIFORNIA UNIV LOS ANGELES DEPT OF MATHEMATICS, 2015
32015
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Articles 1–20