Siyeong Lee
5 papers · 2018–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (11) π Conference Pioneer
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Research topics
Keywords
image synthesis
(2)
image generation
(1)
domain adaptation
(1)
object detection
(1)
data augmentation
(1)
3d vision
(1)
neural network optimization
(1)
class imbalance
(1)
mutual information
(1)
edge detection
(1)
3d object detection
(1)
convolutional neural network
(1)
loss function
(1)
differentiable rendering
(1)
high dynamic range
(1)
lidar point cloud
(1)
pseudo lidar
(1)
image outpainting
(1)
neural network
(1)
pseudo-lidar point cloud
(1)
Papers
Just Add $100 More: Augmenting Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem
NeurIPS 2024
Combating the instability of mutual information-based losses via regularization
UAI 2022
End-to-End Differentiable Learning to HDR Image Synthesis for Multi-exposure Images
AAAI 2021
Painting Outside As Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement With Progressive Step Learning
WACV 2021
Deep Recursive HDRI: Inverse Tone Mapping using Generative Adversarial Networks
ECCV 2018