Amnon Geifman

According to our database, Amnon Geifman authored at least 9 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Controlling the Inductive Bias of Wide Neural Networks by Modifying the Kernel's Spectrum.

Amnon Geifman, Daniel Barzilai, Ronen Basri, Meirav Galun

CoRR, 2023

A Kernel Perspective of Skip Connections in Convolutional Networks.

Daniel Barzilai, Amnon Geifman, Meirav Galun, Ronen Basri

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels.

Amnon Geifman, Meirav Galun, David Jacobs, Ronen Basri

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Spectral Analysis of the Neural Tangent Kernel for Deep Residual Networks.

Yuval Belfer, Amnon Geifman, Meirav Galun, Ronen Basri

CoRR, 2021

2020

On the Similarity between the Laplace and Neural Tangent Kernels.

Amnon Geifman, Abhay Kumar Yadav, Yoni Kasten, Meirav Galun, David W. Jacobs, Ronen Basri

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Frequency Bias in Neural Networks for Input of Non-Uniform Density.

Ronen Basri, Meirav Galun, Amnon Geifman, David W. Jacobs, Yoni Kasten, Shira Kritchman

Proceedings of the 37th International Conference on Machine Learning, 2020

Averaging Essential and Fundamental Matrices in Collinear Camera Settings.

Amnon Geifman, Yoni Kasten, Meirav Galun, Ronen Basri

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Algebraic Characterization of Essential Matrices and Their Averaging in Multiview Settings.

Yoni Kasten, Amnon Geifman, Meirav Galun, Ronen Basri

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

GPSfM: Global Projective SFM Using Algebraic Constraints on Multi-View Fundamental Matrices.

Yoni Kasten, Amnon Geifman, Meirav Galun, Ronen Basri

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019