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Shell Xu Hu
Shell Xu Hu
Samsung AI Center - Cambridge
Verified email at samsung.com - Homepage
Title
Cited by
Cited by
Year
Variational information distillation for knowledge transfer
S Ahn, SX Hu, A Damianou, ND Lawrence, Z Dai
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
2412019
Empirical Bayes Transductive Meta-Learning with Synthetic Gradients
SX Hu, Y Garcia, Pablo M., Xiao, X Shen, G Obozinski, ND Lawrence, ...
International Conference on Learning Representation (ICLR), 2020
742020
Toward real-time pedestrian detection based on a deformable template model
M Pedersoli, J Gonzàlez, X Hu, X Roca
IEEE Transactions on Intelligent Transportation Systems 15 (1), 355-364, 2013
622013
An Event Based GUI Programming Toolkit for Embedded System
X Hu, C Jiang, W Zhang, J Zhang, R Yu, C Lv
2010 IEEE Asia-Pacific Services Computing Conference, 625-631, 2010
192010
Learning to detect basal tubules of nematocysts in sem images
M Lam, J Doppa, X Hu, S Todorovic, T Dietterich, A Reft, M Daly
Proceedings of the IEEE International Conference on Computer Vision …, 2013
152013
Exploring Weight Symmetry in Deep Neural Network
XS Hu, S Zagoruyko, N Komodakis
arXiv preprint arXiv:1812.11027, 2018
132018
Variational information distillation for knowledge transfer. 2019 IEEE
S Ahn, SX Hu, A Damianou, N Lawrence, Z Dai
CVF Conference on Computer Vision and Pattern Recognition (CVPR), 9155-9163, 2019
82019
Boosting co-teaching with compression regularization for label noise
Y Chen, X Shen, SX Hu, JAK Suykens
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
72021
Tree-Cut for Probabilistic Image Segmentation
SX Hu, CKI Williams, S Todorovic
arXiv preprint arXiv:1506.03852, 2015
42015
Self-Supervised Transformers for Unsupervised Object Discovery using Normalized Cut
Y Wang, X Shen, S Hu, Y Yuan, J Crowley, D Vaufreydaz
arXiv preprint arXiv:2202.11539, 2022
12022
Re-ranking for image retrieval and transductive few-shot classification
X Shen, Y Xiao, SX Hu, O Sbai, M Aubry
Advances in Neural Information Processing Systems 34, 25932-25943, 2021
12021
β-BNN: A Rate-Distortion Perspective on Bayesian Neural Networks
SX Hu, PG Moreno, N Lawrence, A Damianou
NeurIPS Workshop on Bayesian Deep Learning, 2018
1*2018
SDCA-Powered Inexact Dual Augmented Lagrangian Method for Fast CRF Learning
S Hu, G Obozinski
International Conference on Artificial Intelligence and Statistics (AISTATS), 2018
12018
Multi-task Bilinear Classifiers for Visual Domain Adaptation
J Xu, S Ramos, X Hu, D Vázquez, AM López
NIPS Workshop on Domain Adaptation, 2013
12013
Pushing the Limits of Simple Pipelines for Few-Shot Learning: External Data and Fine-Tuning Make a Difference
SX Hu, D Li, J Stühmer, M Kim, TM Hospedales
arXiv preprint arXiv:2204.07305, 2022
2022
AvaTr: One-Shot Speaker Extraction with Transformers
SX Hu, MR Arefin, VN Nguyen, A Dipani, X Pitkow, AS Tolias
InterSpeech 2021 (arXiv:2105.00609), 2021
2021
Measurement of large, discontinuous displacement from digital images
Z Luo, SX Hu, L Wang, Y Lu
Strain - An International Journal for Experimental Mechanics, 2020
2020
Variational Mutual Information Distillation for Transfer Learning
S Ahn, SX Hu, A Damianou, ND Lawrence, Z Dai
NeurIPS Workshop on Continual Learning, 2018
2018
An Inexact Dual Augmented Lagrangian Method for Fast CRF Learning
SX Hu, G Obozinski
2017
Zero-Shot Learning and Detection of Teeth in Images of Bat Skulls
X Hu, M Lam, S Todorovic, T Dietterich, M O'Leary, A Cirranello, ...
Proceedings of the IEEE International Conference on Computer Vision …, 2013
2013
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