Kevin Xie
10 papers · 2020–2024 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (7) π Renaissance Researcher (10)
π§
Keyword Pioneer
π
Cross-Pollinator
(14)
π₯
Unstoppable
(5)
π
Century Club
(10)
π
Conference Pioneer
ποΈ
Keyword Collector
(52)
Conferences
ICCV (3)
ICLR (2)
ACL (1)
CORL (1)
ECCV (1)
L4DC (1)
NIPS (1)
Top co-authors
Keywords
generative model
(2)
neural rendering
(2)
transfer learning
(1)
gradient-based optimization
(1)
named entity recognition
(1)
clinical text mining
(1)
gaussian splatting
(1)
motion capture
(1)
text summarization
(1)
model predictive control
(1)
skill planning
(1)
exploration planning
(1)
latent skill discovery
(1)
human motion synthesis
(1)
pose estimation
(1)
gradient descent
(1)
trajectory optimization
(1)
model-based reinforcement learning
(1)
reinforcement learning
(1)
3d reconstruction
(1)
Papers
L4GM: Large 4D Gaussian Reconstruction Model
NIPS 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