Devin Guillory
8 papers · 2016–2024 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Machine Learning
(5)
Computer Vision
(3)
Analysis
(3)
Application Areas
(3)
Learning Types
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Knowledge & Reasoning
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Processing
(1)
Keywords
domain adaptation
(2)
semantic segmentation
(2)
transfer learning
(2)
action recognition
(1)
scene understanding
(1)
epistemic uncertainty
(1)
multimodal learning
(1)
video understanding
(1)
object tracking
(1)
compositional learning
(1)
distribution shift
(1)
maximum mean discrepancy
(1)
probabilistic framework
(1)
knowledge graph
(1)
disentangled representation
(1)
3d segmentation
(1)
language embedding
(1)
self-supervised pretraining
(1)
domain shift
(1)
image embedding
(1)
Papers
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift
ICML 2024
Using Language to Extend to Unseen Domains
ICLR 2023
Disentangled Action Recognition with Knowledge Bases
NAACL 2022
Self-Supervised Pretraining Improves Self-Supervised Pretraining
WACV 2022
Studying Bias in GANs through the Lens of Race
ECCV 2022
Predicting With Confidence on Unseen Distributions
ICCV 2021
Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance Learning
ECCV 2020
A Probabilistic Framework for Real-time 3D Segmentation using Spatial, Temporal, and Semantic Cues
RSS 2016