Shiwei Li
23 papers · 2015–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (7) π Academic Marathon (10) π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (48)
πΊοΈ
Taxonomy Completionist
(48)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π§¬
Topic Evolution
π€
Dynamic Duo
(18)
π
Century Club
(23)
β‘
Prolific Year
(6)
ποΈ
Keyword Collector
(84)
π
Trend Setter
π
Conference Pioneer
Conferences
CVPR (10)
ECCV (4)
ICML (4)
ICCV (3)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
3d reconstruction
(4)
multi-view stereo
(3)
geometric matching
(2)
keypoint detection
(2)
differentiable rendering
(2)
surface reconstruction
(2)
feature learning
(1)
multi-task learning
(1)
stochastic gradient descent
(1)
geometry estimation
(1)
depth estimation
(1)
3d vision
(1)
energy minimization
(1)
multi-modal learning
(1)
deformable convolution
(1)
image segmentation
(1)
feature correspondence
(1)
pose estimation
(1)
boundary detection
(1)
visual context
(1)
Papers
Beyond Zero Initialization: Investigating the Impact of Non-Zero Initialization on LoRA Fine-Tuning Dynamics
ICML 2025
The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning
ICML 2025
Matrix3D: Large Photogrammetry Model All-in-One
CVPR 2025
JointNet: Extending Text-to-Image Diffusion for Dense Distribution Modeling
ICLR 2024
FedBAT: Communication-Efficient Federated Learning via Learnable Binarization
ICML 2024
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
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
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
Learning Discriminative Feature with CRF for Unsupervised Video Object Segmentation
ECCV 2020
Joint Semantic Segmentation and Boundary Detection Using Iterative Pyramid Contexts
CVPR 2020
BlendedMVS: A Large-Scale Dataset for Generalized Multi-View Stereo Networks
CVPR 2020
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
ContextDesc: Local Descriptor Augmentation With Cross-Modality Context
CVPR 2019
Reconstructing Thin Structures of Manifold Surfaces by Integrating Spatial Curves
CVPR 2018
MVSNet: Depth Inference for Unstructured Multi-view Stereo
ECCV 2018
Dual-Feature Warping-Based Motion Model Estimation
ICCV 2015
Joint Camera Clustering and Surface Segmentation for Large-Scale Multi-View Stereo
ICCV 2015