Junseok Kwon
15 papers · 2013–2026 · 9 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π Conference Polyglot (9) π Academic Marathon (12) πΊοΈ Taxonomy Completionist (27)
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Hot Topic Early Bird
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Conference Polyglot
(9)
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Academic Marathon
(12)
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Grand Slam
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Century Club
(14)
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Conference Pioneer
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Trend Setter
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Keyword Collector
(75)
Conferences
CVPR (3)
AAAI (2)
ICCV (2)
ICML (2)
NIPS (2)
ECCV (1)
ICLR (1)
MICCAI (1)
WACV (1)
Top co-authors
Keywords
visual tracking
(3)
generative adversarial network
(3)
wasserstein distance
(3)
metric learning
(2)
uncertainty quantification
(2)
stochastic differential equation
(2)
manifold learning
(1)
embedding learning
(1)
image generation
(1)
object detection
(1)
bayesian estimation
(1)
visual object tracking
(1)
data augmentation
(1)
point cloud
(1)
temporal modeling
(1)
markov chain monte carlo
(1)
feature representation
(1)
information bottleneck
(1)
deep learning
(1)
feature embedding
(1)
Papers
Neural Collapse-Informed Initialization with Perturbation Injection in Classification-based Metric Learning
AAAI 2026
Deep Disentangled Metric Learning
AAAI 2025
Physics-Informed Neural Operators for Tissue Elasticity Reconstruction
MICCAI 2025
Uncertainty Calibration with Energy Based Instance-wise Scaling in the Wild Dataset
ECCV 2024
Neural Markov Controlled SDE: Stochastic Optimization for Continuous-Time Data
ICLR 2022
Riemannian Neural SDE: Learning Stochastic Representations on Manifolds
NIPS 2022
Densely-Packed Object Detection via Hard Negative-Aware Anchor Attention
WACV 2022
Generative Adversarial Networks for Markovian Temporal Dynamics: Stochastic Continuous Data Generation
ICML 2021
Wasserstein Distributional Normalization For Robust Distributional Certification of Noisy Labeled Data
ICML 2021
Deep Diffusion-Invariant Wasserstein Distributional Classification
NIPS 2020
3D Point Cloud Generative Adversarial Network Based on Tree Structured Graph Convolutions
ICCV 2019
Deep Meta Learning for Real-Time Target-Aware Visual Tracking
ICCV 2019
Sphere Generative Adversarial Network Based on Geometric Moment Matching
CVPR 2019
Interval Tracker: Tracking by Interval Analysis
CVPR 2014
Minimum Uncertainty Gap for Robust Visual Tracking
CVPR 2013