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Matthew Kowal — most-cited papers & profile · Computer Vision
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overview
Matthew Kowal
11
papers ·
13
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness
2020 · 4 citations
A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information
2022 · 3 citations
Visual Concept Connectome (VCC): Open World Concept Discovery and their Interlayer Connections in Deep Models
2024 · 3 citations
Understanding Video Transformers via Universal Concept Discovery
2024 · 1 citations
Multi-modal News Understanding with Professionally Labelled Videos (ReutersViLNews)
2024 · 1 citations
SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness
2021
Simpler Does It: Generating Semantic Labels with Objectness Guidance
2021
Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks
2022
Top co-authors
Konstantinos G. Derpanis
· 7
Neil D. B. Bruce
· 5
Md Amirul Islam
· 4
Richard P. Wildes
· 3
Mennatullah Siam
· 2
Achal Dave
· 1
Adrien Gaidon
· 1
Cheng Zhang
· 1
Diana Moyano
· 1
Ian Knopke
· 1
Leonid Sigal
· 1
Md Amirul Islam
· 1
Topics
cs.CV
Video Understanding
Segmentation
Tracking