Amnon Geifman
9 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(7)
Optimization & Theory
(7)
Deep Learning
(4)
Computer Vision
(3)
Mathematics & Optimization
(3)
Analysis
(3)
Architectures
(3)
Bayesian & Probabilistic
(2)
Core Methods
(2)
Mathematics
(2)
Optimization
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Application Areas
(1)
Core AI
(1)
Keywords
neural tangent kernel
(5)
structure from motion
(3)
residual network
(2)
kernel methods
(2)
fundamental matrix
(2)
reproducing kernel hilbert space
(2)
essential matrix
(2)
multi-view geometry
(2)
gaussian process
(2)
eigenvalue decay
(2)
camera pose
(2)
convolutional neural network
(1)
spectral decomposition
(1)
training dynamics
(1)
condition number
(1)
generalization error
(1)
overparameterized neural network
(1)
spectral analysis
(1)
skip connection
(1)
kernel regression
(1)
Papers
Puzzle: Distillation-Based NAS for Inference-Optimized LLMs
ICML 2025
Spectral Analysis of the Neural Tangent Kernel for Deep Residual Networks
JMLR 2024
A Kernel Perspective of Skip Connections in Convolutional Networks
ICLR 2023
On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels
NeurIPS 2022
Averaging Essential and Fundamental Matrices in Collinear Camera Settings
CVPR 2020
Frequency Bias in Neural Networks for Input of Non-Uniform Density
ICML 2020
On the Similarity between the Laplace and Neural Tangent Kernels
NeurIPS 2020
Algebraic Characterization of Essential Matrices and Their Averaging in Multiview Settings
ICCV 2019
GPSfM: Global Projective SFM Using Algebraic Constraints on Multi-View Fundamental Matrices
CVPR 2019