Zixin Luo
15 papers · 2018–2022 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (27) π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird π€ Dynamic Duo (14)
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Conference Pioneer
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Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
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Research topics
Computer Vision
(10)
Analysis
(10)
Deep Learning
(7)
Machine Learning
(7)
Architectures
(4)
Core Methods
(4)
Learning Types
(4)
Core AI Β· Computer Vision
(3)
Processing
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI Β· Artificial Intelligence
(2)
Generation
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
keypoint detection
(3)
3d reconstruction
(3)
pose estimation
(2)
feature matching
(2)
multi-view stereo
(2)
point cloud registration
(2)
3d correspondence
(1)
bayesian inference
(1)
domain generalization
(1)
keypoint matching
(1)
depth estimation
(1)
3d vision
(1)
feature embedding
(1)
visual context
(1)
self-supervised learning
(1)
local feature descriptors
(1)
outlier rejection
(1)
message passing
(1)
kalman filtering
(1)
deformable convolution
(1)
Papers
ASpanFormer: Detector-Free Image Matching with Adaptive Span Transformer
ECCV 2022
Learning To Match Features With Seeded Graph Matching Network
ICCV 2021
PointDSC: Robust Point Cloud Registration Using Deep Spatial Consistency
CVPR 2021
ASLFeat: Learning Local Features of Accurate Shape and Localization
CVPR 2020
BlendedMVS: A Large-Scale Dataset for Generalized Multi-View Stereo Networks
CVPR 2020
D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features
CVPR 2020
KFNet: Learning Temporal Camera Relocalization Using Kalman Filtering
CVPR 2020
Stochastic Bundle Adjustment for Efficient and Scalable 3D Reconstruction
ECCV 2020
ContextDesc: Local Descriptor Augmentation With Cross-Modality Context
CVPR 2019
Cross-Atlas Convolution for Parameterization Invariant Learning on Textured Mesh Surface
CVPR 2019
Learning Two-View Correspondences and Geometry Using Order-Aware Network
ICCV 2019
Recurrent MVSNet for High-Resolution Multi-View Stereo Depth Inference
CVPR 2019
GeoDesc: Learning Local Descriptors by Integrating Geometry Constraints
ECCV 2018
Learning and Matching Multi-View Descriptors for Registration of Point Clouds
ECCV 2018
MVSNet: Depth Inference for Unstructured Multi-view Stereo
ECCV 2018