Amine Ouasfi
8 papers · 2022–2025 · 5 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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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Computer Vision
(5)
Deep Learning
(5)
Machine Learning
(5)
Analysis
(5)
Core Methods
(3)
Learning Types · Deep Learning
(3)
Architectures
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Generation
(1)
Learning Paradigms
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
point cloud
(4)
unsupervised learning
(3)
signed distance function
(2)
3d reconstruction
(2)
reproducing kernel hilbert space
(2)
kernel ridge regression
(2)
implicit neural representation
(2)
neural signed distance function
(2)
proximal regularizer
(1)
occupancy learning
(1)
neural reconstruction
(1)
nyström method
(1)
shape reconstruction
(1)
distributionally robust optimization
(1)
implicit shape reconstruction
(1)
vision-language model
(1)
novel view synthesis
(1)
contrastive language-image pretraining
(1)
sparse-view reconstruction
(1)
contrastive learning
(1)
Papers
ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models
CVPR 2025
Sparfels: Fast Reconstruction from Sparse Unposed Imagery
ICCV 2025
Toward Robust Neural Reconstruction from Sparse Point Sets
CVPR 2025
Few-Shot Unsupervised Implicit Neural Shape Representation Learning with Spatial Adversaries
ICML 2024
SparseCraft: Few-Shot Neural Reconstruction through Stereopsis Guided Geometric Linearization
ECCV 2024
Unsupervised Occupancy Learning from Sparse Point Cloud
CVPR 2024
Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model
NeurIPS 2023
Few ‘Zero Level Set’-Shot Learning of Shape Signed Distance Functions in Feature Space
ECCV 2022