Jingbo Liu
11 papers · 2015–2025 · 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 ↓+5 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (25) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half
π§¬
Topic Evolution
π
Trend Setter
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(59)
Top co-authors
Research topics
Machine Learning
(7)
Optimization & Theory
(5)
Deep Learning
(4)
Computer Vision
(3)
Analysis
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Core AI Β· Artificial Intelligence
(2)
Mathematics
(2)
Models
(2)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI Β· Computer Vision
(1)
Domain-Specific
(1)
Keywords
graphical model
(2)
false discovery rate
(1)
behavior cloning
(1)
knockoff filter
(1)
imitation learning
(1)
density estimation
(1)
belief propagation
(1)
feature selection
(1)
minimax optimality
(1)
geometry estimation
(1)
depth estimation
(1)
lighting estimation
(1)
feature correlation
(1)
posterior sampling
(1)
variable selection
(1)
surface reconstruction
(1)
message passing
(1)
nonparametric statistics
(1)
approximate message passing
(1)
3d reconstruction
(1)
Papers
Sampling from the Random Linear Model via Stochastic Localization Up to the AMP Threshold
AISTATS 2025
A Global Depth-Range-Free Multi-View Stereo Transformer Network with Pose Embedding
NeurIPS 2024
Minimax Optimality of Score-based Diffusion Models: Beyond the Density Lower Bound Assumptions
ICML 2024
NeILF++: Inter-Reflectable Light Fields for Geometry and Material Estimation
ICCV 2023
NeILF: Neural Incident Light Field for Physically-Based Material Estimation
ECCV 2022
A Statistical Perspective on Coreset Density Estimation
AISTATS 2021
Efficient Interpolation of Density Estimators
AISTATS 2021
On the Value of Interaction and Function Approximation in Imitation Learning
NeurIPS 2021
Accuracy-Memory Tradeoffs and Phase Transitions in Belief Propagation
COLT 2019
Power analysis of knockoff filters for correlated designs
NeurIPS 2019
Higher-Order CRF Structural Segmentation of 3D Reconstructed Surfaces
ICCV 2015