Maxwell D. Collins
9 papers · 2013–2020 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Keyword Pioneer
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Topic Evolution
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Keyword Champion
(2)
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Trend Setter
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Conference Pioneer
Top co-authors
Research topics
Keywords
object detection
(2)
generalized eigenvalue problem
(2)
semantic segmentation
(2)
image classification
(1)
graph laplacian
(1)
statistical analysis
(1)
metric learning
(1)
brain connectivity
(1)
tensor factorization
(1)
medical imaging
(1)
depth estimation
(1)
instance segmentation
(1)
deep learning
(1)
efficient computing
(1)
nearest neighbor
(1)
branch and bound
(1)
brain imaging
(1)
multivariate regression
(1)
graph theory
(1)
stochastic optimization
(1)
Papers
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation
ECCV 2020
Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation
CVPR 2020
SegSort: Segmentation by Discriminative Sorting of Segments
ICCV 2019
Tensorize, Factorize and Regularize: Robust Visual Relationship Learning
CVPR 2018
Spatially Adaptive Computation Time for Residual Networks
CVPR 2017
Coupled Harmonic Bases for Longitudinal Characterization of Brain Networks
CVPR 2016
A Projection Free Method for Generalized Eigenvalue Problem With a Nonsmooth Regularizer
ICCV 2015
Multivariate General Linear Models (MGLM) on Riemannian Manifolds with Applications to Statistical Analysis of Diffusion Weighted Images
CVPR 2014
Incorporating User Interaction and Topological Constraints within Contour Completion via Discrete Calculus
CVPR 2013