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Maxwell D. Collins
Maxwell D. Collins
TetraMem Inc.
Verified email at tetramem.com
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, ...
NeurIPS 2018, 2018
3492018
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
291*2020
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
2782017
Memory bounded deep convolutional networks
MD Collins, P Kohli
arXiv preprint arXiv:1412.1442, 2014
1922014
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
1362019
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
1212012
Efficient non-greedy optimization of decision trees
M Norouzi, MD Collins, M Johnson, DJ Fleet, P Kohli
NeurIPS 2015, 2015
1102015
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
912020
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
622019
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
552018
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
552014
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
452012
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
392014
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
20*2013
Pose2instance: Harnessing keypoints for person instance segmentation
S Tripathi, M Collins, M Brown, S Belongie
arXiv preprint arXiv:1704.01152, 2017
192017
Step: Segmenting and tracking every pixel
M Weber, J Xie, M Collins, Y Zhu, P Voigtlaender, H Adam, B Green, ...
arXiv preprint arXiv:2102.11859, 2021
182021
Semi-supervised learning in video sequences for urban scene segmentation
LC Chen, RG Lopes, B Cheng, MD Collins, ED Cubuk, B Zoph, H Adam, ...
182020
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
132019
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
132015
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Articles 1–20