Maxwell D. Collins
Maxwell D. Collins
Verified email at google.com
Title
Cited by
Cited by
Year
Searching for efficient multi-scale architectures for dense image prediction
LC Chen, M Collins, Y Zhu, G Papandreou, B Zoph, F Schroff, H Adam, ...
Advances in neural information processing systems, 8699-8710, 2018
1752018
Memory bounded deep convolutional networks
MD Collins, P Kohli
arXiv preprint arXiv:1412.1442, 2014
1542014
Spatially adaptive computation time for residual networks
M Figurnov, MD Collins, Y Zhu, L Zhang, J Huang, D Vetrov, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
1442017
Random walks based multi-image segmentation: Quasiconvexity results and gpu-based solutions
MD Collins, J Xu, L Grady, V Singh
2012 IEEE Conference on Computer Vision and Pattern Recognition, 1656-1663, 2012
1102012
Efficient non-greedy optimization of decision trees
M Norouzi, M Collins, MA Johnson, DJ Fleet, P Kohli
Advances in neural information processing systems, 1729-1737, 2015
732015
Deeperlab: Single-shot image parser
TJ Yang, MD Collins, Y Zhu, JJ Hwang, T Liu, X Zhang, V Sze, ...
arXiv preprint arXiv:1902.05093, 2019
462019
Analyzing the subspace structure of related images: Concurrent segmentation of image sets
L Mukherjee, V Singh, J Xu, MD Collins
European Conference on Computer Vision, 128-142, 2012
412012
Multivariate general linear models (MGLM) on Riemannian manifolds with applications to statistical analysis of diffusion weighted images
HJ Kim, N Adluru, MD Collins, MK Chung, BB Bendlin, SC Johnson, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014
382014
Spectral clustering with a convex regularizer on millions of images
MD Collins, J Liu, J Xu, L Mukherjee, V Singh
European Conference on Computer Vision, 282-298, 2014
332014
Panoptic-deeplab: A simple, strong, and fast baseline for bottom-up panoptic segmentation
B Cheng, MD Collins, Y Zhu, T Liu, TS Huang, H Adam, LC Chen
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
25*2020
Tensorize, factorize and regularize: Robust visual relationship learning
S Jae Hwang, SN Ravi, Z Tao, HJ Kim, MD Collins, V Singh
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
242018
Incorporating user interaction and topological constraints within contour completion via discrete calculus
J Xu, MD Collins, V Singh
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013
18*2013
Incorporating domain knowledge in matching problems via harmonic analysis
D Pachauri, M Collins, R Kondor, V Singh
Proceedings of the... International Conference on Machine Learning …, 2012
152012
Pose2instance: Harnessing keypoints for person instance segmentation
S Tripathi, M Collins, M Brown, S Belongie
arXiv preprint arXiv:1704.01152, 2017
82017
Co2 forest: Improved random forest by continuous optimization of oblique splits
M Norouzi, MD Collins, DJ Fleet, P Kohli
arXiv preprint arXiv:1506.06155, 2015
82015
A deterministic nonsmooth frank wolfe algorithm with coreset guarantees
SN Ravi, MD Collins, V Singh
Informs Journal on Optimization 1 (2), 120-142, 2019
72019
A projection free method for generalized eigenvalue problem with a nonsmooth regularizer
S Jae Hwang, MD Collins, SN Ravi, VK Ithapu, N Adluru, SC Johnson, ...
Proceedings of the IEEE International Conference on Computer Vision, 1841-1849, 2015
42015
SegSort: Segmentation by Discriminative Sorting of Segments
JJ Hwang, SX Yu, J Shi, MD Collins, TJ Yang, X Zhang, LC Chen
Proceedings of the IEEE International Conference on Computer Vision, 7334-7344, 2019
32019
Network connectivity via inference over curvature-regularizing line graphs
MD Collins, V Singh, AL Alexander
Asian Conference on Computer Vision, 65-78, 2010
32010
Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation
LC Chen, RG Lopes, B Cheng, MD Collins, ED Cubuk, B Zoph, H Adam, ...
arXiv preprint arXiv:2005.10266, 2020
22020
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Articles 1–20