Junbang Liang
12 papers · 2017–2024 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(5)
Deep Learning
(5)
Machine Learning
(5)
Core AI
(5)
Optimization & Theory · Machine Learning
(4)
Reinforcement Learning
(2)
Applications
(2)
Architectures
(2)
Models
(2)
Computer Vision
(1)
Robotics
(1)
Capabilities
(1)
Generation
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
differentiable simulation
(4)
inverse problem
(3)
differentiable physics
(2)
model-based control
(2)
physics simulation
(2)
system identification
(1)
gradient computation
(1)
generalization
(1)
qr decomposition
(1)
shape estimation
(1)
fluid dynamics
(1)
motion control
(1)
cloth simulation
(1)
mesh reconstruction
(1)
multi-view image
(1)
adjoint method
(1)
video diffusion model
(1)
human demonstration
(1)
fluid simulation
(1)
rigid body dynamics
(1)
Papers
Dreamitate: Real-World Visuomotor Policy Learning via Video Generation
CoRL 2024
ICAR: Image-Based Complementary Auto Reasoning
AAAI 2024
ViLA: Efficient Video-Language Alignment for Video Question Answering
ECCV 2024
Fabric Material Recovery from Video Using Multi-Scale Geometric Auto-Encoder
ECCV 2022
Differentiable Fluids with Solid Coupling for Learning and Control
AAAI 2021
Differentiable Simulation of Soft Multi-body Systems
NeurIPS 2021
Efficient Differentiable Simulation of Articulated Bodies
ICML 2021
GAN-based Garment Generation Using Sewing Pattern Images
ECCV 2020
Scalable Differentiable Physics for Learning and Control
ICML 2020
Differentiable Cloth Simulation for Inverse Problems
NeurIPS 2019
Shape-Aware Human Pose and Shape Reconstruction Using Multi-View Images
ICCV 2019
Learning-Based Cloth Material Recovery From Video
ICCV 2017