Shiwei Li
23 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
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πΊοΈ Taxonomy Completionist (47) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Deep Specialist
(10)
π€
Dynamic Duo
(18)
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Topic Evolution
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Renaissance Researcher
(5)
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Trend Setter
β‘
Prolific Year Β· Productive
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Conference Pioneer
ποΈ
Keyword Collector
(110)
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Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(14)
Analysis
(13)
Machine Learning
(12)
Deep Learning
(11)
Application Areas
(6)
Learning Types Β· Deep Learning
(5)
Models
(4)
Processing
(4)
Artificial Intelligence
(3)
Generation
(3)
Learning Types Β· Machine Learning
(3)
Optimization & Theory
(3)
Techniques
(3)
Computer Science
(2)
Mathematics & Optimization
(2)
Keywords
3d reconstruction
(4)
multi-view stereo
(3)
differentiable rendering
(2)
geometric matching
(2)
surface reconstruction
(2)
convergence
(2)
keypoint detection
(2)
diffusion model
(2)
depth estimation
(2)
multi-task learning
(1)
object detection
(1)
pose estimation
(1)
deformable convolution
(1)
multimodal learning
(1)
image segmentation
(1)
domain adaptation
(1)
lighting estimation
(1)
domain generalization
(1)
semantic segmentation
(1)
energy minimization
(1)
Papers
Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics
ICML 2025
Matrix3D: Large Photogrammetry Model All-in-One
CVPR 2025
The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning
ICML 2025
Direct2.5: Diverse Text-to-3D Generation via Multi-view 2.5D Diffusion
CVPR 2024
DSD-DA: Distillation-based Source Debiasing for Domain Adaptive Object Detection
ICML 2024
FedBAT: Communication-Efficient Federated Learning via Learnable Binarization
ICML 2024
JointNet: Extending Text-to-Image Diffusion for Dense Distribution Modeling
ICLR 2024
Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction
AAAI 2023
NeILF++: Inter-Reflectable Light Fields for Geometry and Material Estimation
ICCV 2023
Critical Regularizations for Neural Surface Reconstruction in the Wild
CVPR 2022
ASLFeat: Learning Local Features of Accurate Shape and Localization
CVPR 2020
BlendedMVS: A Large-Scale Dataset for Generalized Multi-View Stereo Networks
CVPR 2020
Joint Semantic Segmentation and Boundary Detection Using Iterative Pyramid Contexts
CVPR 2020
Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation
ECCV 2020
Self-Supervised Monocular 3D Face Reconstruction by Occlusion-Aware Multi-view Geometry Consistency
ECCV 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
Recurrent MVSNet for High-Resolution Multi-View Stereo Depth Inference
CVPR 2019
MVSNet: Depth Inference for Unstructured Multi-view Stereo
ECCV 2018
Reconstructing Thin Structures of Manifold Surfaces by Integrating Spatial Curves
CVPR 2018
Dual-Feature Warping-Based Motion Model Estimation
ICCV 2015
Joint Camera Clustering and Surface Segmentation for Large-Scale Multi-View Stereo
ICCV 2015