Kevin Xie
10 papers · 2020–2024 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (27) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (55)
🌈
Renaissance Researcher
(8)
🔥
Unstoppable · Bronze
🚀
Conference Pioneer
💎
Century Club · Bronze
Top co-authors
Research topics
Computer Vision
(5)
Machine Learning
(5)
Artificial Intelligence
(4)
Reinforcement Learning
(3)
Core AI
(3)
Learning Types
(3)
Analysis
(2)
Domain-Specific
(2)
Generation
(2)
Methods
(2)
Optimization & Theory
(2)
Computer Science
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Keywords
generative model
(2)
neural rendering
(2)
transfer learning
(1)
gradient-based optimization
(1)
named entity recognition
(1)
clinical text mining
(1)
video understanding
(1)
human motion synthesis
(1)
gaussian splatting
(1)
text summarization
(1)
model predictive control
(1)
skill planning
(1)
exploration planning
(1)
latent skill discovery
(1)
pose estimation
(1)
motion capture
(1)
system identification
(1)
gradient descent
(1)
trajectory optimization
(1)
reinforcement learning
(1)
Papers
L4GM: Large 4D Gaussian Reconstruction Model
NeurIPS 2024
LATTE3D: Large-scale Amortized Text-To-Enhanced3D Synthesis
ECCV 2024
ATT3D: Amortized Text-to-3D Object Synthesis
ICCV 2023
Generating Transferable Adversarial Simulation Scenarios for Self-Driving via Neural Rendering
CoRL 2023
Learning Human Dynamics in Autonomous Driving Scenarios
ICCV 2023
Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record
ACL 2022
gradSim: Differentiable simulation for system identification and visuomotor control
ICLR 2021
Latent Skill Planning for Exploration and Transfer
ICLR 2021
Physics-Based Human Motion Estimation and Synthesis From Videos
ICCV 2021
Model-Predictive Control via Cross-Entropy and Gradient-Based Optimization
L4DC 2020