Yuandong Tian
Yuandong Tian
Research Scientist, Facebook AI Research
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FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search
B Wu, X Dai, P Zhang, Y Wang, F Sun, Y Wu, Y Tian, P Vajda, Y Jia, ...
CVPR 2019, 2018
4572018
Single image 3d interpreter network
J Wu, T Xue, JJ Lim, Y Tian, JB Tenenbaum, A Torralba, WT Freeman
European Conference on Computer Vision, 365-382, 2016
3012016
Simple baseline for visual question answering
B Zhou, Y Tian, S Sukhbaatar, A Szlam, R Fergus
arXiv preprint arXiv:1512.02167, 2015
2652015
Building Generalizable Agents with a Realistic and Rich 3D Environment
Y Wu, Y Wu, G Gkioxari, Y Tian
ICLR workshop 2018, 2018
1842018
Easyalbum: an interactive photo annotation system based on face clustering and re-ranking
J Cui, F Wen, R Xiao, Y Tian, X Tang
Proceedings of the SIGCHI conference on Human factors in computing systems …, 2007
1732007
Exploring the spatial hierarchy of mixture models for human pose estimation
Y Tian, CL Zitnick, SG Narasimhan
European Conference on Computer Vision, 256-269, 2012
1582012
Gradient Descent Learns One-hidden-layer CNN: Don't be Afraid of Spurious Local Minima
SS Du, JD Lee, Y Tian, B Poczos, A Singh
ICML 2018, 2017
1552017
An analytical formula of population gradient for two-layered relu network and its applications in convergence and critical point analysis
Y Tian
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
1382017
An analytical formula of population gradient for two-layered relu network and its applications in convergence and critical point analysis
Y Tian
arXiv preprint arXiv:1703.00560, 2017
1382017
Training agent for first-person shooter game with actor-critic curriculum learning
Y Wu, Y Tian
ICLR 2017, 2017
1312017
Better computer go player with neural network and long-term prediction
Y Tian, Y Zhu
ICLR 2016, 2015
1142015
A face annotation framework with partial clustering and interactive labeling
Y Tian, W Liu, R Xiao, F Wen, X Tang
2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007
1062007
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games
Y Tian, Q Gong, W Shang, Y Wu, L Zitnick
NIPS 2017, 2017
1052017
Seeing through water: Image restoration using model-based tracking
Y Tian, SG Narasimhan
2009 IEEE 12th International Conference on Computer Vision, 2303-2310, 2009
1042009
When is a Convolutional Filter Easy to Learn?
SS Du, JD Lee, Y Tian
ICLR 2018, 2017
992017
Learning from crowds in the presence of schools of thought
Y Tian, J Zhu
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
812012
Mixed precision quantization of convnets via differentiable neural architecture search
B Wu, Y Wang, P Zhang, Y Tian, P Vajda, K Keutzer
arXiv preprint arXiv:1812.00090, 2018
762018
Algorithmic framework for model-based deep reinforcement learning with theoretical guarantees
Y Luo, H Xu, Y Li, Y Tian, T Darrell, T Ma
arXiv preprint arXiv:1807.03858, 2018
672018
Semantic amodal segmentation
Y Zhu, Y Tian, D Mexatas, P Dollár
CVPR 2017, 2015
652015
One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers
AS Morcos, H Yu, M Paganini, Y Tian
NeurIPS 2019, 2019
642019
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Artikkelit 1–20