Kimberly Wilber
6 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
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The Questioner
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Research topics
Computer Vision
(3)
Deep Learning
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Analysis
(2)
Core AI · Artificial Intelligence
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Architectures
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Keywords
representation learning
(2)
self-supervised learning
(2)
depth estimation
(2)
fine-grained classification
(2)
dense prediction
(2)
scene understanding
(1)
surface normal prediction
(1)
assistive technology
(1)
egocentric vision
(1)
visual representation
(1)
human navigation
(1)
visual classification
(1)
contrastive visual representation learning
(1)
egocentric video
(1)
species classification
(1)
panoptic segmentation
(1)
feature extractor
(1)
self-supervised representation learning
(1)
mask transformer
(1)
per-pixel classification
(1)
Papers
SANPO: A Scene Understanding Accessibility and Human Navigation Dataset
WACV 2025
PolyMaX: General Dense Prediction With Mask Transformer
WACV 2024
Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset
ECCV 2022
On Label Granularity and Object Localization
ECCV 2022
When Does Contrastive Visual Representation Learning Work?
CVPR 2022
Benchmarking Representation Learning for Natural World Image Collections
CVPR 2021