Sungjoon Choi
10 papers · 2015–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28)
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(53)
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Trend Setter
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Century Club Β· Bronze
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Conference Pioneer
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Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types Β· Machine Learning
(4)
Models
(4)
Computer Vision
(3)
Architectures
(3)
Reinforcement Learning
(2)
Analysis
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Methods
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Keywords
diffusion model
(3)
motion generation
(2)
mixture density network
(2)
tsallis entropy
(2)
probabilistic modeling
(1)
imitation learning
(1)
reinforcement learning
(1)
bayesian inference
(1)
semi-supervised learning
(1)
motion synthesis
(1)
prototype learning
(1)
noisy label learning
(1)
weakly supervised learning
(1)
multimodal learning
(1)
policy learning
(1)
maximum entropy
(1)
3d occupancy prediction
(1)
scene reconstruction
(1)
humanoid robot
(1)
autonomous driving
(1)
Papers
3D Occupancy Prediction with Low-Resolution Queries via Prototype-aware View Transformation
CVPR 2025
A Unified Framework for Motion Reasoning and Generation in Human Interaction
ICCV 2025
FLAME: Free-Form Language-Based Motion Synthesis & Editing
AAAI 2023
Score-based Generative Modeling through Stochastic Evolution Equations in Hilbert Spaces
NeurIPS 2023
Generalized Tsallis Entropy Reinforcement Learning and Its Application to Soft Mobile Robots
RSS 2020
Nonparametric Motion Retargeting for Humanoid Robots on Shared Latent Space
RSS 2020
Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density Networks
CVPR 2020
Maximum Causal Tsallis Entropy Imitation Learning
NeurIPS 2018
Unsupervised holistic image generation from key local patches
ECCV 2018
Robust Reconstruction of Indoor Scenes
CVPR 2015