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Maxwell D. Collins

20 papers hereh-index 213.2k citations33 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author19

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.CV14
  • cs.LG5
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedSearching for Efficient Multi-Scale Architectures for Dense Image Prediction

348 citations · 861 across the 19 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.CV2021★ 34 cited

DeepLab2: A TensorFlow Library for Deep Labeling

Mark Weber, Huiyu Wang, Siyuan Qiao +12

DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a state-of-the-art and easy-to-use TensorFlow codebase for general dense pixel prediction problems in computer…

cs.CV2021★ 9 cited

STEP: Segmenting and Tracking Every Pixel

Mark Weber, Jun Xie, Maxwell Collins +10

The task of assigning semantic classes and track identities to every pixel in a video is called video panoptic segmentation. Our work is the first that targets this task in a real-…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.