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Maxwell D. Collins
Maxwell D. Collins
TetraMem Inc.
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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
418*2020
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
3902018
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
3162017
Memory bounded deep convolutional networks
MD Collins, P Kohli
arXiv preprint arXiv:1412.1442, 2014
1962014
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
1592019
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, ...
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
1482020
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
1252012
Efficient non-greedy optimization of decision trees
M Norouzi, MD Collins, M Johnson, DJ Fleet, P Kohli
NeurIPS 2015, 2015
1172015
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
872019
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
622018
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
612014
Analyzing the subspace structure of related images: Concurrent segmentation of image sets
L Mukherjee, V Singh, J Xu, MD Collins
Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012
452012
Spectral clustering with a convex regularizer on millions of images
MD Collins, J Liu, J Xu, L Mukherjee, V Singh
Computer Vision–ECCV 2014: 13th European Conference, Zurich, Switzerland …, 2014
422014
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
332021
Pose2instance: Harnessing keypoints for person instance segmentation
S Tripathi, M Collins, M Brown, S Belongie
arXiv preprint arXiv:1704.01152, 2017
202017
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
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
192015
Deeplab2: A tensorflow library for deep labeling
M Weber, H Wang, S Qiao, J Xie, MD Collins, Y Zhu, L Yuan, D Kim, Q Yu, ...
arXiv preprint arXiv:2106.09748, 2021
182021
A deterministic nonsmooth frank wolfe algorithm with coreset guarantees
SN Ravi, MD Collins, V Singh
Informs Journal on Optimization 1 (2), 120-142, 2019
182019
Cmt-deeplab: Clustering mask transformers for panoptic segmentation
Q Yu, H Wang, D Kim, S Qiao, M Collins, Y Zhu, H Adam, A Yuille, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
172022
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