Jae Yong Lee
10 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze
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Topic Evolution
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Renaissance Researcher
(5)
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Unstoppable Β· Bronze
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(7)
Deep Learning
(5)
Computer Vision
(4)
Analysis
(4)
Core Methods
(4)
Application Areas
(3)
Optimization & Theory
(3)
Architectures
(2)
Models
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Core AI
(1)
Domain-Specific
(1)
Keywords
operator learning
(2)
neural network
(2)
novel view synthesis
(2)
volume rendering
(1)
semantic segmentation
(1)
benchmark evaluation
(1)
reinforcement learning
(1)
feature extraction
(1)
image retrieval
(1)
depth estimation
(1)
function space
(1)
optimal control
(1)
dense correspondence
(1)
image matching
(1)
patch matching
(1)
riemannian manifold
(1)
implicit neural representation
(1)
surrogate model
(1)
metric learning
(1)
3d reconstruction
(1)
Papers
Ego-1K - A Large-Scale Multiview Video Dataset for Egocentric Vision
CVPR 2026
Isometric Regularization for Manifolds of Functional Data
ICLR 2025
Physics-Informed Neural Operators for Tissue Elasticity Reconstruction
MICCAI 2025
ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts
EMNLP 2025
Region-Based Representations Revisited
CVPR 2024
HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork
ICLR 2023
DIVeR: Real-Time and Accurate Neural Radiance Fields With Deterministic Integration for Volume Rendering
CVPR 2022
Solving PDE-Constrained Control Problems Using Operator Learning
AAAI 2022
PatchMatch-Based Neighborhood Consensus for Semantic Correspondence
CVPR 2021
PatchMatch-RL: Deep MVS With Pixelwise Depth, Normal, and Visibility
ICCV 2021