Leslie M. Collins
5 papers · 2023–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (2) π Renaissance Researcher (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (18)
π§
Keyword Pioneer
β
The Questioner
Conferences
AAAI (3)
WACV (2)
Top co-authors
Keywords
brain-computer interface
(2)
image segmentation
(1)
manifold learning
(1)
domain adaptation
(1)
style transfer
(1)
object detection
(1)
cross-modal learning
(1)
deep learning
(1)
remote sensing
(1)
computational efficiency
(1)
p300 speller
(1)
inverse problem
(1)
foundation model
(1)
data quality
(1)
segment anything model
(1)
zero-shot segmentation
(1)
amyotrophic lateral sclerosis
(1)
infrared imaging
(1)
overhead imagery
(1)
inverse modeling
(1)
Papers
A Data-Centric Analysis of the Impact of Training Data Quality vs. Quantity on P300 Brain-Computer Interface Performance (Student Abstract)
AAAI 2026
Assessing the Impact of Population Data Domain Differences on Transfer Learning in P300-based Brain-Computer Interfaces (Student Abstract)
AAAI 2025
Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer
WACV 2025
Segment Anything, From Space?
WACV 2024
Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling
AAAI 2023