Tzu-Mao Li
7 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(5)
Computer Vision
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Analysis
(2)
Optimization
(2)
Processing
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Reinforcement Learning
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
material estimation
(2)
inverse rendering
(2)
path tracing
(2)
lighting estimation
(2)
automatic differentiation
(1)
surface reconstruction
(1)
gradient descent
(1)
value function estimation
(1)
monte carlo algorithm
(1)
differentiable programming
(1)
differentiable rendering
(1)
theory of mind
(1)
signed distance function
(1)
monte carlo method
(1)
neural network controller
(1)
end-to-end optimization
(1)
deterministic policy gradient
(1)
hamilton-jacobi-bellman equation
(1)
computational imaging
(1)
physical simulation
(1)
Papers
A Differentiable Wave Optics Model for End-to-End Computational Imaging System Optimization
ICCV 2025
HotSpot: Signed Distance Function Optimization with an Asymptotically Sufficient Condition
CVPR 2025
Enhancing Value Function Estimation through First-Order State-Action Dynamics in Offline Reinforcement Learning
ICML 2024
Factorized Inverse Path Tracing for Efficient and Accurate Material-Lighting Estimation
ICCV 2023
Inferring the Future by Imagining the Past
NeurIPS 2023
DiffTaichi: Differentiable Programming for Physical Simulation
ICLR 2020
Inverse Path Tracing for Joint Material and Lighting Estimation
CVPR 2019