Yonina C. Eldar
6 papers · 2016–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (8) π£ Hot Topic Early Bird π Cross-Pollinator (12) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
Conferences
AAAI (1)
CVPR (1)
ICLR (1)
JMLR (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
point cloud
(2)
compressed sensing
(1)
robot navigation
(1)
image restoration
(1)
bayesian inference
(1)
subspace learning
(1)
feature selection
(1)
self-supervised learning
(1)
model-based learning
(1)
sample complexity
(1)
approximate message passing
(1)
matrix approximation
(1)
posterior estimation
(1)
matrix completion
(1)
collision avoidance
(1)
inverse problem
(1)
convolutional neural network
(1)
iterative alignment
(1)
deep image prior
(1)
partial information
(1)
Papers
NeuPAN: Direct Point Robot Navigation with End-to-End Model-Based Learning (Abstract Reprint)
AAAI 2026
Unrolled denoising networks provably learn to perform optimal Bayesian inference
NIPS 2024
Generalization and Estimation Error Bounds for Model-based Neural Networks
ICLR 2023
Image Restoration by Deep Projected GSURE
WACV 2022
FlowStep3D: Model Unrolling for Self-Supervised Scene Flow Estimation
CVPR 2021
Subspace Learning with Partial Information
JMLR 2016