Maxwell D. Collins

According to our database, Maxwell D. Collins authored at least 27 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Learning to Generate Image Embeddings with User-Level Differential Privacy.

Zheng Xu, Maxwell D. Collins, Yuxiao Wang, Liviu Panait, Sewoong Oh, Sean Augenstein, Ting Liu, Florian Schroff, H. Brendan McMahan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

k-means Mask Transformer.

Qihang Yu, Huiyu Wang, Siyuan Qiao, Maxwell D. Collins, Yukun Zhu, Hartwig Adam, Alan L. Yuille, Liang-Chieh Chen

Proceedings of the Computer Vision - ECCV 2022, 2022

CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation.

Qihang Yu, Huiyu Wang, Dahun Kim, Siyuan Qiao, Maxwell D. Collins, Yukun Zhu, Hartwig Adam, Alan L. Yuille, Liang-Chieh Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

DeepLab2: A TensorFlow Library for Deep Labeling.

Mark Weber, Huiyu Wang, Siyuan Qiao, Jun Xie, Maxwell D. Collins, Yukun Zhu, Liangzhe Yuan, Dahun Kim, Qihang Yu, Daniel Cremers, Laura Leal-Taixé, Alan L. Yuille, Florian Schroff, Hartwig Adam, Liang-Chieh Chen

CoRR, 2021

STEP: Segmenting and Tracking Every Pixel.

Mark Weber, Jun Xie, Maxwell D. Collins, Yukun Zhu, Paul Voigtlaender, Hartwig Adam, Bradley Green, Andreas Geiger, Bastian Leibe, Daniel Cremers, Aljosa Osep, Laura Leal-Taixé, Liang-Chieh Chen

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2020

Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation.

Liang-Chieh Chen, Raphael Gontijo Lopes, Bowen Cheng, Maxwell D. Collins, Ekin D. Cubuk, Barret Zoph, Hartwig Adam, Jonathon Shlens

CoRR, 2020

Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation.

Liang-Chieh Chen, Raphael Gontijo Lopes, Bowen Cheng, Maxwell D. Collins, Ekin D. Cubuk, Barret Zoph, Hartwig Adam, Jonathon Shlens

Proceedings of the Computer Vision - ECCV 2020, 2020

Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation.

Bowen Cheng, Maxwell D. Collins, Yukun Zhu, Ting Liu, Thomas S. Huang, Hartwig Adam, Liang-Chieh Chen

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

A Deterministic Nonsmooth Frank Wolfe Algorithm with Coreset Guarantees.

Sathya N. Ravi, Maxwell D. Collins, Vikas Singh

INFORMS J. Optim., April, 2019

Panoptic-DeepLab.

Bowen Cheng, Maxwell D. Collins, Yukun Zhu, Ting Liu, Thomas S. Huang, Hartwig Adam, Liang-Chieh Chen

CoRR, 2019

DeeperLab: Single-Shot Image Parser.

Tien-Ju Yang, Maxwell D. Collins, Yukun Zhu, Jyh-Jing Hwang, Ting Liu, Xiao Zhang, Vivienne Sze, George Papandreou, Liang-Chieh Chen

CoRR, 2019

SegSort: Segmentation by Discriminative Sorting of Segments.

Jyh-Jing Hwang, Stella X. Yu, Jianbo Shi, Maxwell D. Collins, Tien-Ju Yang, Xiao Zhang, Liang-Chieh Chen

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Searching for Efficient Multi-Scale Architectures for Dense Image Prediction.

Liang-Chieh Chen, Maxwell D. Collins, Yukun Zhu, George Papandreou, Barret Zoph, Florian Schroff, Hartwig Adam, Jonathon Shlens

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Tensorize, Factorize and Regularize: Robust Visual Relationship Learning.

Seong Jae Hwang, Sathya N. Ravi, Zirui Tao, Hyunwoo J. Kim, Maxwell D. Collins, Vikas Singh

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

Spatially Adaptive Computation Time for Residual Networks.

Michael Figurnov, Maxwell D. Collins, Yukun Zhu, Li Zhang, Jonathan Huang, Dmitry P. Vetrov, Ruslan Salakhutdinov

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks.

Seong Jae Hwang, Nagesh Adluru, Maxwell D. Collins, Sathya N. Ravi, Barbara B. Bendlin, Sterling C. Johnson, Vikas Singh

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

CO2 Forest: Improved Random Forest by Continuous Optimization of Oblique Splits.

Mohammad Norouzi, Maxwell D. Collins, David J. Fleet, Pushmeet Kohli

CoRR, 2015

Efficient Non-greedy Optimization of Decision Trees.

Mohammad Norouzi, Maxwell D. Collins, Matthew Johnson, David J. Fleet, Pushmeet Kohli

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

A Projection Free Method for Generalized Eigenvalue Problem with a Nonsmooth Regularizer.

Seong Jae Hwang, Maxwell D. Collins, Sathya N. Ravi, Vamsi K. Ithapu, Nagesh Adluru, Sterling C. Johnson, Vikas Singh

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Memory Bounded Deep Convolutional Networks.

Maxwell D. Collins, Pushmeet Kohli

CoRR, 2014

Spectral Clustering with a Convex Regularizer on Millions of Images.

Maxwell D. Collins, Ji Liu, Jia Xu, Lopamudra Mukherjee, Vikas Singh

Proceedings of the Computer Vision - ECCV 2014, 2014

Multivariate General Linear Models (MGLM) on Riemannian Manifolds with Applications to Statistical Analysis of Diffusion Weighted Images.

Hyunwoo J. Kim, Barbara B. Bendlin, Nagesh Adluru, Maxwell D. Collins, Moo K. Chung, Sterling C. Johnson, Richard J. Davidson, Vikas Singh

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Incorporating User Interaction and Topological Constraints within Contour Completion via Discrete Calculus.

Jia Xu, Maxwell D. Collins, Vikas Singh

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Incorporating Domain Knowledge in Matching Problems via Harmonic Analysis.

Deepti Pachauri, Maxwell D. Collins, Vikas Singh

Proceedings of the 29th International Conference on Machine Learning, 2012

Analyzing the Subspace Structure of Related Images: Concurrent Segmentation of Image Sets.

Lopamudra Mukherjee, Vikas Singh, Jia Xu, Maxwell D. Collins

Proceedings of the Computer Vision - ECCV 2012, 2012

Random walks based multi-image segmentation: Quasiconvexity results and GPU-based solutions.

Maxwell D. Collins, Jia Xu, Leo J. Grady, Vikas Singh

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2010

Network Connectivity via Inference over Curvature-Regularizing Line Graphs.

Maxwell D. Collins, Vikas Singh, Andrew L. Alexander

Proceedings of the Computer Vision - ACCV 2010, 2010