Junwon Seo
5 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ACL (1)
CORL (1)
CVPR (1)
RSS (1)
WACV (1)
Top co-authors
Keywords
contrastive learning
(1)
stochastic gradient descent
(1)
semantic segmentation
(1)
data transformation
(1)
epistemic uncertainty
(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)
unknown object detection
(1)
contrastive loss
(1)
active exploration
(1)
large language model
(1)
scientific pdf
(1)
Papers
OW-Rep: Open World Object Detection with Instance Representation Learning
WACV 2026
Uncertainty-aware Latent Safety Filters for Avoiding Out-of-Distribution Failures
CORL 2025
Collage: Decomposable Rapid Prototyping for Co-Designed Information Extraction on Scientific PDFs
ACL 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