Suyoung Lee
12 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (34) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
π
Triple Crown
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Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
ποΈ
Keyword Collector
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Research topics
Machine Learning
(8)
Deep Learning
(7)
Reinforcement Learning
(6)
Methods
(6)
Artificial Intelligence
(5)
Computer Vision
(4)
Core AI
(4)
Learning Types Β· Deep Learning
(4)
Processing
(4)
Application Areas
(3)
Architectures
(3)
Learning Paradigms
(3)
Learning Types Β· Machine Learning
(3)
Analysis
(2)
Core Methods
(2)
Keywords
policy learning
(2)
task generalization
(2)
omnidirectional image
(2)
deep reinforcement learning
(2)
offline reinforcement learning
(2)
3d gaussian splatting
(2)
value function
(2)
meta-reinforcement learning
(2)
few-shot learning
(1)
frame interpolation
(1)
temporal difference learning
(1)
knowledge distillation
(1)
supervised learning
(1)
adaptive learning
(1)
3d reconstruction
(1)
motion estimation
(1)
video generation
(1)
sample efficiency
(1)
scene reconstruction
(1)
video super-resolution
(1)
Papers
OmniSplat: Taming Feed-Forward 3D Gaussian Splatting for Omnidirectional Images with Editable Capabilities
CVPR 2025
Adaptive Q-Aid for Conditional Supervised Learning in Offline Reinforcement Learning
NeurIPS 2024
Decision ConvFormer: Local Filtering in MetaFormer is Sufficient for Decision Making
ICLR 2024
Hard Tasks First: Multi-Task Reinforcement Learning Through Task Scheduling
ICML 2024
ODGS: 3D Scene Reconstruction from Omnidirectional Images with 3D Gaussian Splattings
NeurIPS 2024
Margin-based Neural Network Watermarking
ICML 2023
Parameterizing Non-Parametric Meta-Reinforcement Learning Tasks via Subtask Decomposition
NeurIPS 2023
Learning to Generate Inversion-Resistant Model Explanations
NeurIPS 2022
DynaVSR: Dynamic Adaptive Blind Video Super-Resolution
WACV 2021
Improving Generalization in Meta-RL with Imaginary Tasks from Latent Dynamics Mixture
NeurIPS 2021
Motion-Aware Dynamic Architecture for Efficient Frame Interpolation
ICCV 2021
Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update
NeurIPS 2019