Mengye Ren
Mengye Ren
University of Toronto, Uber Advanced Technologies Group
Verified email at cs.toronto.edu - Homepage
Title
Cited by
Cited by
Year
Exploring models and data for image question answering
M Ren, R Kiros, R Zemel
arXiv preprint arXiv:1505.02074, 2015
648*2015
Learning to reweight examples for robust deep learning
M Ren, W Zeng, B Yang, R Urtasun
International Conference on Machine Learning, 4331-4340, 2018
3662018
Meta-learning for semi-supervised few-shot classification
M Ren, E Triantafillou, S Ravi, J Snell, K Swersky, JB Tenenbaum, ...
International Conference on Learning Representations, 2018
3472018
End-to-end instance segmentation with recurrent attention
M Ren, RS Zemel
Proceedings of the IEEE conference on computer vision and pattern …, 2017
2382017
The reversible residual network: Backpropagation without storing activations
AN Gomez, M Ren, R Urtasun, RB Grosse
arXiv preprint arXiv:1707.04585, 2017
2092017
Graph hypernetworks for neural architecture search
C Zhang, M Ren, R Urtasun
International Conference on Learning Representations, 2018
952018
Sbnet: Sparse blocks network for fast inference
M Ren, A Pokrovsky, B Yang, R Urtasun
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
752018
Normalizing the normalizers: Comparing and extending network normalization schemes
M Ren, R Liao, R Urtasun, FH Sinz, RS Zemel
International Conference on Learning Representations, 2017
632017
Understanding short-horizon bias in stochastic meta-optimization
Y Wu, M Ren, R Liao, R Grosse
International Conference on Learning Representations, 2018
432018
Incremental few-shot learning with attention attractor networks
M Ren, R Liao, E Fetaya, RS Zemel
arXiv preprint arXiv:1810.07218, 2018
392018
Jointly learnable behavior and trajectory planning for self-driving vehicles
A Sadat, M Ren, A Pokrovsky, YC Lin, E Yumer, R Urtasun
arXiv preprint arXiv:1910.04586, 2019
232019
Perceive, predict, and plan: Safe motion planning through interpretable semantic representations
A Sadat, S Casas, M Ren, X Wu, P Dhawan, R Urtasun
European Conference on Computer Vision, 414-430, 2020
122020
End-to-end contextual perception and prediction with interaction transformer
LL Li, B Yang, M Liang, W Zeng, M Ren, S Segal, R Urtasun
arXiv preprint arXiv:2008.05927, 2020
102020
Identifying unknown instances for autonomous driving
K Wong, S Wang, M Ren, M Liang, R Urtasun
Conference on Robot Learning, 384-393, 2020
102020
Physically realizable adversarial examples for LiDAR object detection
J Tu, M Ren, S Manivasagam, M Liang, B Yang, R Du, F Cheng, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
92020
Deformable filter convolution for point cloud reasoning
Y Xiong, M Ren, R Liao, K Wong, R Urtasun
arXiv preprint arXiv:1907.13079, 2019
72019
Multi-agent routing value iteration network
Q Sykora, M Ren, R Urtasun
International Conference on Machine Learning, 9300-9310, 2020
52020
LoCo: Local contrastive representation learning
Y Xiong, M Ren, R Urtasun
arXiv preprint arXiv:2008.01342, 2020
52020
Wandering within a world: Online contextualized few-shot learning
M Ren, ML Iuzzolino, MC Mozer, RS Zemel
arXiv preprint arXiv:2007.04546, 2020
22020
Learning to remember from a multi-task teacher
Y Xiong, M Ren, R Urtasun
arXiv preprint arXiv:1910.04650, 2019
22019
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Articles 1–20