Jianmin Zheng
22 papers · 2018–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (26) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Deep Specialist
(11)
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Dynamic Duo
(13)
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Conference Pioneer
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(80)
Top co-authors
Research topics
Computer Vision
(13)
Analysis
(12)
Deep Learning
(10)
Models
(5)
Architectures
(4)
Generation
(4)
Computer Science
(3)
Machine Learning
(3)
Applications
(3)
Processing
(3)
Domain-Specific
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Techniques
(2)
Mathematics & Optimization
(1)
Keywords
point cloud registration
(4)
point cloud
(4)
surface normal
(3)
unsupervised learning
(3)
point cloud processing
(3)
depth estimation
(2)
generative model
(2)
instance segmentation
(2)
neural rendering
(1)
3d vision
(1)
feature extraction
(1)
model fitting
(1)
3d reconstruction
(1)
spectral analysis
(1)
autoregressive transformer
(1)
laplacian matrix
(1)
surface reconstruction
(1)
feature matching
(1)
face alignment
(1)
deep learning
(1)
Papers
Bidirectional Query-Driven Generation of Parametric CAD Sketch
CVPR 2026
FUSER: Feed-Forward Multiview 3D Registration Transformer and SE(3)$^N$ Diffusion Refinement
CVPR 2026
GM-R^2: Generative Matching Learning for Unsupervised Geometric Representation and Registration
CVPR 2026
OscuFit: Learning to Fit Osculating Implicit Quadrics for Point Clouds
AAAI 2026
ReACT: Reward-informed Autoregressive Decision CAD Transformer
AAAI 2026
SchellingFormer: Laplacian Matrix-guided Geometric Transformer for Robust Schelling Point Detection
AAAI 2026
Consistent Normal Orientation for 3D Point Clouds via Least Squares on Delaunay Graph
CVPR 2025
Generative Point Cloud Registration
ICML 2025
Zero-shot RGB-D Point Cloud Registration with Pre-trained Large Vision Model
CVPR 2025
Differentiable Convex Polyhedra Optimization from Multi-view Images
ECCV 2024
McGrids: Monte Carlo-Driven Adaptive Grids for Iso-Surface Extraction
ECCV 2024
Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering
NeurIPS 2024
Surface Reconstruction for 3D Gaussian Splatting via Local Structural Hints
ECCV 2024
ObjectSDF++: Improved Object-Compositional Neural Implicit Surfaces
ICCV 2023
ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing
ECCV 2022
Object-Compositional Neural Implicit Surfaces
ECCV 2022
CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing
ICCV 2021
End-to-End 3D Point Cloud Instance Segmentation Without Detection
CVPR 2020
Region Deformer Networks for Unsupervised Depth Estimation from Unconstrained Monocular Videos
IJCAI 2019
Skeleton-Aware 3D Human Shape Reconstruction From Point Clouds
ICCV 2019
Alive Caricature From 2D to 3D
CVPR 2018
Quadtree Convolutional Neural Networks
ECCV 2018