Maxwell D. Collins
Maxwell D. Collins
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Title
Cited by
Cited by
Year
Searching for efficient multi-scale architectures for dense image prediction
LC Chen, MD Collins, Y Zhu, G Papandreou, B Zoph, F Schroff, H Adam, ...
arXiv preprint arXiv:1809.04184, 2018
2132018
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
1902017
Memory bounded deep convolutional networks
MD Collins, P Kohli
arXiv preprint arXiv:1412.1442, 2014
1632014
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
1162012
Efficient non-greedy optimization of decision trees
M Norouzi, MD Collins, M Johnson, DJ Fleet, P Kohli
arXiv preprint arXiv:1511.04056, 2015
832015
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
652019
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
60*2020
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
462012
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
452014
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
362014
Tensorize, factorize and regularize: Robust visual relationship learning
SJ Hwang, SN Ravi, Z Tao, HJ Kim, MD Collins, V Singh
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
322018
Naive-student: Leveraging semi-supervised learning in video sequences for urban scene segmentation
LC Chen, RG Lopes, B Cheng, MD Collins, ED Cubuk, B Zoph, H Adam, ...
European Conference on Computer Vision, 695-714, 2020
19*2020
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
19*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
162012
A deterministic nonsmooth frank wolfe algorithm with coreset guarantees
SN Ravi, MD Collins, V Singh
Informs Journal on Optimization 1 (2), 120-142, 2019
112019
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/CVF International Conference on Computer Vision …, 2019
102019
Pose2instance: Harnessing keypoints for person instance segmentation
S Tripathi, M Collins, M Brown, S Belongie
arXiv preprint arXiv:1704.01152, 2017
92017
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
92015
A projection free method for generalized eigenvalue problem with a nonsmooth regularizer
SJ Hwang, MD Collins, SN Ravi, VK Ithapu, N Adluru, SC Johnson, ...
Proceedings of the IEEE International Conference on Computer Vision, 1841-1849, 2015
52015
Coupled harmonic bases for longitudinal characterization of brain networks
S Jae Hwang, N Adluru, MD Collins, SN Ravi, BB Bendlin, SC Johnson, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
32016
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Articles 1–20