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David Jacobs

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

Mar 17, 2022
Amnon Geifman, Meirav Galun, David Jacobs, Ronen Basri

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Object-Aware Cropping for Self-Supervised Learning

Dec 01, 2021
Shlok Mishra, Anshul Shah, Ankan Bansal, Abhyuday Jagannatha, Abhishek Sharma, David Jacobs, Dilip Krishnan

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Robust Contrastive Learning Using Negative Samples with Diminished Semantics

Oct 27, 2021
Songwei Ge, Shlok Mishra, Haohan Wang, Chun-Liang Li, David Jacobs

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Maneuver Identification Challenge

Aug 25, 2021
Kaira Samuel, Vijay Gadepally, David Jacobs, Michael Jones, Kyle McAlpin, Kyle Palko, Ben Paulk, Sid Samsi, Ho Chit Siu, Charles Yee, Jeremy Kepner

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Improved Detection of Face Presentation Attacks Using Image Decomposition

Mar 22, 2021
Shlok Kumar Mishra, Kuntal Sengupta, Max Horowitz-Gelb, Wen-Sheng Chu, Sofien Bouaziz, David Jacobs

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Shift Invariance Can Reduce Adversarial Robustness

Mar 03, 2021
Songwei Ge, Vasu Singla, Ronen Basri, David Jacobs

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Low Curvature Activations Reduce Overfitting in Adversarial Training

Feb 15, 2021
Vasu Singla, Sahil Singla, David Jacobs, Soheil Feizi

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Learning Visual Representations for Transfer Learning by Suppressing Texture

Nov 04, 2020
Shlok Mishra, Anshul Shah, Ankan Bansal, Jonghyun Choi, Abhinav Shrivastava, Abhishek Sharma, David Jacobs

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On the Similarity between the Laplace and Neural Tangent Kernels

Jul 03, 2020
Amnon Geifman, Abhay Yadav, Yoni Kasten, Meirav Galun, David Jacobs, Ronen Basri

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SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation

Jun 07, 2020
Koutilya PNVR, Hao Zhou, David Jacobs

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