Youngseok Kim
11 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint
π
Renaissance Researcher
(5)
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(5)
Machine Learning
(5)
Analysis
(5)
Domain-Specific
(4)
Deep Learning
(3)
Core Methods
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Application Areas
(2)
Architectures
(2)
Security & Privacy
(1)
Speech & Audio
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Keywords
3d object detection
(3)
camera-radar fusion
(2)
sensor fusion
(2)
domain adaptation
(1)
object detection
(1)
knowledge distillation
(1)
em algorithm
(1)
multimodal learning
(1)
convergence analysis
(1)
autonomous driving
(1)
depth estimation
(1)
pseudo labeling
(1)
bird's eye view
(1)
sparse regression
(1)
speech enhancement
(1)
neural machine translation
(1)
spike-and-slab prior
(1)
bayesian model selection
(1)
real-time processing
(1)
independent component analysis
(1)
Papers
ConcreTizer: Model Inversion Attack via Occupancy Classification and Dispersion Control for 3D Point Cloud Restoration
ICLR 2025
A flexible empirical Bayes approach to multiple linear regression and connections with penalized regression
JMLR 2024
Align-to-Distill: Trainable Attention Alignment for Knowledge Distillation in Neural Machine Translation
COLING 2024
LabelDistill: Label-guided Cross-modal Knowledge Distillation for Camera-based 3D Object Detection
ECCV 2024
CRAFT: Camera-Radar 3D Object Detection with Spatio-Contextual Fusion Transformer
AAAI 2023
CRN: Camera Radar Net for Accurate, Robust, Efficient 3D Perception
ICCV 2023
Predict to Detect: Prediction-guided 3D Object Detection using Sequential Images
ICCV 2023
Scale Invariant Power Iteration
JMLR 2023
Streaming Dual-Path Transformer for Speech Enhancement
Interspeech 2023
UpCycling: Semi-supervised 3D Object Detection without Sharing Raw-level Unlabeled Scenes
ICCV 2023
Bayesian Model Selection with Graph Structured Sparsity
JMLR 2020