Jingbo Liu
11 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird π Conference Polyglot (6)
π
Academic Marathon
(10)
π
Cross-Pollinator
(7)
π
Renaissance Researcher
(5)
π
Century Club
(11)
π₯
Unstoppable
(5)
Conferences
AISTATS (3)
NIPS (3)
ICCV (2)
COLT (1)
ECCV (1)
ICML (1)
Top co-authors
Keywords
graphical model
(2)
false discovery rate
(1)
message passing
(1)
knockoff filter
(1)
imitation learning
(1)
density estimation
(1)
belief propagation
(1)
feature selection
(1)
geometry estimation
(1)
depth estimation
(1)
lighting estimation
(1)
feature correlation
(1)
behavior cloning
(1)
surface reconstruction
(1)
variable selection
(1)
nonparametric statistics
(1)
linear function approximation
(1)
nonparametric density estimation
(1)
statistical power
(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
NIPS 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
On the Value of Interaction and Function Approximation in Imitation Learning
NIPS 2021
Efficient Interpolation of Density Estimators
AISTATS 2021
A Statistical Perspective on Coreset Density Estimation
AISTATS 2021
Accuracy-Memory Tradeoffs and Phase Transitions in Belief Propagation
COLT 2019
Power analysis of knockoff filters for correlated designs
NIPS 2019
Higher-Order CRF Structural Segmentation of 3D Reconstructed Surfaces
ICCV 2015