PUBLICATIONS

2024

Image for ArcAid: Analysis of Archaeological Artifacts using Drawings
O Hayon, S Münger, I Shimshoni, A Tal
"ArcAid: Analysis of Archaeological Artifacts using Drawings"
WACV 2024.

2022

Image for CloudWalker: Random walks for 3D point cloud shape analysis
A. Mesika, Y. Ben-Shabat and A. Tal
"CloudWalker: Random walks for 3D point cloud shape analysis"
Computers & Graphics 2022
Image for Random Walks for Adversarial Meshes
A. Belder, G. Yefet, R. Ben Izhak and A. Tal
"Random Walks for Adversarial Meshes"
SIGGRAPH 2022
R Ben Izhak, A Lahav, A Tal
"Attwalk: Attentive cross-walks for deep mesh analysis"
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision
O. Nizan, A. Tal
"Breaking the cycle-colleagues are all you need"
Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

2021

Image for Visual Navigation with Spatial Attention
"Visual Navigation with Spatial Attention"
CVPR 2021
Image for Solving archaeological puzzles
Niv Derech, Ayellet Tal, Ilan Shimshoni
"Solving archaeological puzzles"
Pattern Recognition 119, 108065
abstractBibTeX

BibTeX

@inproceedings {rashelbach2022NSDI,
author = {Alon Rashelbach and Ori Rottenstreich and Mark Silberstein},
title = {Scaling Open {vSwitch} with a Computational Cache},
booktitle = {19th USENIX Symposium on Networked Systems Design and Implementation (NSDI 22)},
year = {2022},
address = {Renton, WA},
pages = {1359--1374},
url = {https://www.usenix.org/conference/nsdi22/presentation/rashelbach},
publisher = {USENIX Association},
month = apr,
}
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presentationvideogithubjournal versionsupplementaryproject pagesoftwareimplementation issues
Image for Image for Multi-label Classification wit...
E. Ben-Baruch, T. Ridnik, I. Friedman, A. Ben-Cohen, N. Zamir, A. Noy, L. Zelnik-Manor
"Multi-label Classification with Partial Annotations using Class-aware Selective Loss"
https://arxiv.org/pdf/2110.10955.pdf
Image for Image for PETA: Photo Albums Event Recog...
T. Glaser, E. Ben Baruch, G. Sharir, N. Zamir, A. Noy, L. Zelnik-Manor
"PETA: Photo Albums Event Recognition using Transformers Attention"
ICPR’2022
abstractBibTeX

BibTeX

@inproceedings {rashelbach2022NSDI,
author = {Alon Rashelbach and Ori Rottenstreich and Mark Silberstein},
title = {Scaling Open {vSwitch} with a Computational Cache},
booktitle = {19th USENIX Symposium on Networked Systems Design and Implementation (NSDI 22)},
year = {2022},
address = {Renton, WA},
pages = {1359--1374},
url = {https://www.usenix.org/conference/nsdi22/presentation/rashelbach},
publisher = {USENIX Association},
month = apr,
}
copy to clipboard
videogithubjournal versionsupplementaryproject pagesoftwareimplementation issues
Image for ImageNet-21K Pretraining for the Masses
T. Ridnik, E. Ben-Baruch, A. Noy, L. Zelnik-Manor
"ImageNet-21K Pretraining for the Masses"
NeurIPS’2021 (Datasets and Benchmarks Track)

2020

Image for Image for Color Visual Illusions: A Stat...
E Hirsch, A Tal
"Color Visual Illusions: A Statistics-based Computational Model"
Advances in Neural Information Processing Systems 33 (NeurIPS 2020)
Image for MeshWalker: Deep Mesh Understanding by Random Walks
A. Lahav and A. Tal
"MeshWalker: Deep Mesh Understanding by Random Walks"
SIGGRAPH-Asia (TOG) 2020
Image for Solving Jigsaw Puzzles with Eroded Boundaries
D. Bridger, D. Danon and A. Tal
"Solving Jigsaw Puzzles with Eroded Boundaries"
CVPR 2020
Image for Graph Embedded Pose Clustering for Anomaly Detection
A. Markovitz, G. Sharir, I. Friedman, L. Zelnik-Manor, S. Avidan
"Graph Embedded Pose Clustering for Anomaly Detection"
CVPR’2020

2019

Image for Image for Dynamic-Net: Tuning the Object...
A. Shoshan, R. Mechrez, L. Zelnik-Manor
"Dynamic-Net: Tuning the Objective Without Re-training for Synthesis Tasks"
Image for Is Image Memorability Prediction Solved?
S. Perera, A. Tal, L. Zelnik-Manor
"Is Image Memorability Prediction Solved?"
arXiv preprint arXiv:1901.11420, 31 Jan 2019. CVPR’19 workshop on Mutual benefits of cognitive and computer vision

2018

Image for Image for Multi-label Classification wit...
E. Ben-Baruch, T. Ridnik, I. Friedman, A. Ben-Cohen, N. Zamir, A. Noy, L. Zelnik-Manor
"Multi-label Classification with Partial Annotations using Class-aware Selective Loss"
https://arxiv.org/pdf/2110.10955.pdf
N. Kligler, S. Katz and A. Tal
"Document Enhancement using Visibility Detection"
CVPR 2018
Image for Image for Maintaining Natural Image Stat...
R. Mechrez, I. Talmi, F. Shama, L. Zelnik-Manor
"Maintaining Natural Image Statistics with the Contextual Loss"
arXiv preprint arXiv:1803.04626, 13 Mar 2018. ACCV’2018

2017

Niv Derech, Ayellet Tal, Ilan Shimshoni
"Solving archaeological puzzles 2017"
Pattern Recognition 119, 108065

2016

R. Mechrez, I. Talmi, F. Shama, L. Zelnik-Manor
"Maintaining Natural Image Statistics with the Contextual Loss 2016"
arXiv preprint arXiv:1803.04626, 13 Mar 2018. ACCV’2018
abstractBibTeX

BibTeX

@inproceedings {rashelbach2022NSDI,
author = {Alon Rashelbach and Ori Rottenstreich and Mark Silberstein},
title = {Scaling Open {vSwitch} with a Computational Cache},
booktitle = {19th USENIX Symposium on Networked Systems Design and Implementation (NSDI 22)},
year = {2022},
address = {Renton, WA},
pages = {1359--1374},
url = {https://www.usenix.org/conference/nsdi22/presentation/rashelbach},
publisher = {USENIX Association},
month = apr,
}
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video

2015

S. Goferman, L. Zelnik-Manor, and A. Tal
"Context-Aware Saliency Detection 2015"
IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), 34(10): 1915–1926, Oct. 2012, TPAMI’2012

2014

N. Kligler, S. Katz and A. Tal
"Document Enhancement using Visibility Detection 2014"
CVPR 2018

2012

S. Perera, A. Tal, L. Zelnik-Manor
"Is Image Memorability Prediction Solved? 2012"
arXiv preprint arXiv:1901.11420, 31 Jan 2019. CVPR’19 workshop on Mutual benefits of cognitive and computer vision

2010

A. Shoshan, R. Mechrez, L. Zelnik-Manor
"Dynamic-Net: Tuning the Objective Without Re-training for Synthesis Tasks - 2010"
Image for Context-Aware Saliency Detection
Stas Goferman, Lihi Zelnik-Manor, and Ayellet Tal.
"Context-Aware Saliency Detection"
IEEE Computer Vision and Pattern Recognition (CVPR), 2376-2383, 2010 (ORAL).
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 34(10), 1915-1926, 2012.
abstractBibTeX

BibTeX

@article{goferman2011context,
 title={Context-aware saliency detection},
 author={Goferman, Stas and Zelnik-Manor, Lihi and Tal, Ayellet},
 journal={IEEE transactions on pattern analysis and machine intelligence},
 volume={34},
 number={10},
 pages={1915--1926},
 year={2011},
 publisher={Ieee}
}
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journal version