Inwoo Hwang
17 papers · 2022–2026 · 8 venues · across top CS/AI venues
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Achievements
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Research topics
Artificial Intelligence
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Deep Learning
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Core AI
(10)
Computer Vision
(7)
Machine Learning
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Application Areas
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Generation
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Models
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Analysis
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Learning Types Β· Deep Learning
(4)
Knowledge & Reasoning
(2)
Reinforcement Learning
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Core Methods
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Learning Types Β· Machine Learning
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Methods
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Keywords
domain adaptation
(3)
diffusion model
(3)
self-supervised learning
(2)
motion generation
(2)
data augmentation
(2)
representation learning
(2)
image generation
(2)
event camera
(2)
sample efficiency
(1)
robustness
(1)
reinforcement learning
(1)
variational inference
(1)
pose estimation
(1)
scene understanding
(1)
domain generalization
(1)
contrastive learning
(1)
motion synthesis
(1)
sparse representation
(1)
online learning
(1)
causal discovery
(1)
Papers
On Causal Representation Learning with Internal Auxiliaries
UAI 2026
Towards Spatially Consistent Image Generation: On Incorporating Intrinsic Scene Properties into Diffusion Models
AAAI 2026
Event-Driven Storytelling with Multiple Lifelike Humans in a 3D Scene
ICCV 2025
Less is More: Improving Motion Diffusion Models with Sparse Keyframes
ICCV 2025
Motion Synthesis with Sparse and Flexible Keyjoint Control
ICCV 2025
PEER Pressure: Model-to-Model Regularization for Single Source Domain Generalization
CVPR 2025
SceneMI: Motion In-betweening for Modeling Human-Scene Interaction
ICCV 2025
Causal Discovery with Deductive Reasoning: One Less Problem
UAI 2024
Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction
UAI 2024
Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning
ICML 2024
On Positivity Condition for Causal Inference
ICML 2024
Ev-NeRF: Event Based Neural Radiance Field
WACV 2023
Learning Geometry-Aware Representations by Sketching
CVPR 2023
On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition
CLeaR 2023
Text2Scene: Text-Driven Indoor Scene Stylization With Part-Aware Details
CVPR 2023
Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition
CVPR 2022
SelecMix: Debiased Learning by Contradicting-pair Sampling
NeurIPS 2022