Junwon Seo
5 papers · 2023–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Machine Learning
(2)
Reinforcement Learning
(2)
Core Methods
(2)
Methods
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Robotics
(1)
Analysis
(1)
Applications · Natural Language Processing
(1)
Applications · Reinforcement Learning
(1)
Architectures
(1)
Capabilities
(1)
Keywords
epistemic uncertainty
(2)
stochastic gradient descent
(1)
semantic segmentation
(1)
conformal prediction
(1)
data transformation
(1)
object detection
(1)
information extraction
(1)
multimodal learning
(1)
model predictive control
(1)
loss landscape
(1)
model-based reinforcement learning
(1)
convergence speed
(1)
vision foundation model
(1)
scientific document
(1)
neural field
(1)
open-world object detection
(1)
unknown object detection
(1)
contrastive loss
(1)
active exploration
(1)
vision-based control
(1)
Papers
OW-Rep: Open World Object Detection with Instance Representation Learning
WACV 2026
Collage: Decomposable Rapid Prototyping for Co-Designed Information Extraction on Scientific PDFs
ACL 2025
Uncertainty-aware Latent Safety Filters for Avoiding Out-of-Distribution Failures
CoRL 2025
In Search of a Data Transformation That Accelerates Neural Field Training
CVPR 2024
Bridging Active Exploration and Uncertainty-Aware Deployment Using Probabilistic Ensemble Neural Network Dynamics
RSS 2023