Simiao Ren
4 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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The Questioner
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(3)
Models
(3)
Architectures
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Processing
(1)
Techniques
(1)
Keywords
deep learning
(2)
inverse problem
(2)
neural network
(2)
remote sensing
(1)
computational efficiency
(1)
forward model
(1)
phase retrieval
(1)
deep neural network
(1)
foundation model
(1)
segment anything model
(1)
zero-shot segmentation
(1)
overhead imagery
(1)
inverse modeling
(1)
forward-backward model
(1)
meta-material design
(1)
neural adjoint
(1)
physics-infused neural network
(1)
blaschke product
(1)
representation learning
(1)
meromorphic function
(1)
Papers
Segment Anything, From Space?
WACV 2024
Mixture Manifold Networks: A Computationally Efficient Baseline for Inverse Modeling
AAAI 2023
Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions
ICLR 2022
Benchmarking Deep Inverse Models over time, and the Neural-Adjoint method
NeurIPS 2020