|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
|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
|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
|Memory bounded deep convolutional networks|
MD Collins, P Kohli
arXiv preprint arXiv:1412.1442, 2014
|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
|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
|Efficient non-greedy optimization of decision trees|
M Norouzi, MD Collins, M Johnson, DJ Fleet, P Kohli
NeurIPS 2015, 2015
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|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
|A deterministic nonsmooth frank wolfe algorithm with coreset guarantees|
SN Ravi, MD Collins, V Singh
Informs Journal on Optimization 1 (2), 120-142, 2019
|Pose2instance: Harnessing keypoints for person instance segmentation|
S Tripathi, M Collins, M Brown, S Belongie
arXiv preprint arXiv:1704.01152, 2017