Janghyeon Lee
10 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (26) 𧬠Topic Evolution
π
Trend Setter
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Century Club Β· Bronze
Top co-authors
Research topics
Deep Learning
(6)
Artificial Intelligence
(5)
Machine Learning
(5)
Learning Types Β· Deep Learning
(4)
Computer Vision
(3)
Architectures
(3)
Core AI
(3)
Learning Types Β· Machine Learning
(3)
Analysis
(2)
Application Areas
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Techniques
(2)
Core Methods
(1)
Domain-Specific
(1)
Keywords
continual learning
(2)
convolutional neural network
(2)
transfer learning
(2)
contrastive learning
(2)
neural network
(2)
attention mechanism
(1)
machine unlearning
(1)
object detection
(1)
oriented object detection
(1)
monocular depth estimation
(1)
batch normalization
(1)
neural network optimization
(1)
covariance matrix
(1)
mutual information
(1)
hessian approximation
(1)
sequential learning
(1)
image processing
(1)
quadratic penalty
(1)
knowledge distillation
(1)
feature extraction
(1)
Papers
Beyond What's Shared: Recovering Lost Unique Information from Intermediate Layers to Boost Multimodal Geo-Foundation Models
CVPR 2026
Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation
ICCV 2025
Disposable Transfer Learning for Selective Source Task Unlearning
ICCV 2023
DLCFT: Deep Linear Continual Fine-Tuning for General Incremental Learning
ECCV 2022
On the Angular Update and Hyperparameter Tuning of a Scale-Invariant Network
ECCV 2022
TricubeNet: 2D Kernel-Based Object Representation for Weakly-Occluded Oriented Object Detection
WACV 2022
UniCLIP: Unified Framework for Contrastive Language-Image Pre-training
NeurIPS 2022
Patch-Wise Attention Network for Monocular Depth Estimation
AAAI 2021
Continual Learning With Extended Kronecker-Factored Approximate Curvature
CVPR 2020
Residual Continual Learning
AAAI 2020