Mark A. Davenport
5 papers · 2014–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (11) π Cross-Pollinator (9)
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Renaissance Researcher
(5)
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Hot Topic Early Bird
Conferences
AAAI (1)
CVPR (1)
ICML (1)
JMLR (1)
UAI (1)
Top co-authors
Keywords
change point detection
(1)
active learning
(1)
representation learning
(1)
metric learning
(1)
semi-supervised learning
(1)
manifold learning
(1)
human activity recognition
(1)
embedding learning
(1)
preference learning
(1)
sequence classification
(1)
texture synthesis
(1)
markov random field
(1)
low-dimensional manifold
(1)
latent space
(1)
paired comparison
(1)
multidimensional scaling
(1)
stable embedding
(1)
nearest neighbor query
(1)
patch-based method
(1)
dynamic texture synthesis
(1)
Papers
SGD Jittering: A Training Strategy for Robust and Accurate Model-Based Architectures
ICML 2025
Active metric learning and classification using similarity queries
UAI 2023
Semi-supervised Sequence Classification through Change Point Detection
AAAI 2021
As You Like It: Localization via Paired Comparisons
JMLR 2021
Manifold Based Dynamic Texture Synthesis from Extremely Few Samples
CVPR 2014