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Guy Ben-Yosef

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2020 – today

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2024
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Gilles Van De Vyver, Sarina Thomas, Guy Ben-Yosef, Sindre Hellum Olaisen, Håvard Dalen, Lasse Løvstakken, Erik Smistad:
Toward Robust Cardiac Segmentation Using Graph Convolutional Networks. IEEE Access 12: 33876-33888 (2024)
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Sarina Thomas, Qing Cao, Anna Novikova, Daria P. Kulikova, Guy Ben-Yosef:
EchoNarrator: Generating Natural Text Explanations for Ejection Fraction Predictions. MICCAI (4) 2024: 634-644
[i11]
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  - journals/corr/abs-2402-19062
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Sarina Thomas, Cristiana Tiago, Børge Solli Andreassen, Svein Arne Aase, Jurica Sprem, Erik Normann Steen, Anne Solberg, Guy Ben-Yosef:
Graph Convolutional Neural Networks for Automated Echocardiography View Recognition: A Holistic Approach. CoRR abs/2402.19062 (2024)
[i10]
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  - journals/corr/abs-2410-23744
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Sarina Thomas, Qing Cao, Anna Novikova, Daria P. Kulikova, Guy Ben-Yosef:
EchoNarrator: Generating natural text explanations for ejection fraction predictions. CoRR abs/2410.23744 (2024)
2023
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Sarina Thomas, Cristiana Tiago, Børge Solli Andreassen, Svein Arne Aase, Jurica Sprem, Erik Normann Steen, Anne H. Schistad Solberg, Guy Ben-Yosef:
Graph Convolutional Neural Networks for Automated Echocardiography View Recognition: A Holistic Approach. ASMUS@MICCAI 2023: 44-54
[i9]
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  - journals/corr/abs-2310-01210
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Gilles Van De Vyver, Sarina Thomas, Guy Ben-Yosef, Sindre Hellum Olaisen, Håvard Dalen, Lasse Løvstakken, Erik Smistad:
Towards Robust Cardiac Segmentation using Graph Convolutional Networks. CoRR abs/2310.01210 (2023)
2022
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Sarina Thomas, Andrew Gilbert, Guy Ben-Yosef:
Light-weight Spatio-Temporal Graphs for Segmentation and Ejection Fraction Prediction in Cardiac Ultrasound. MICCAI (4) 2022: 380-390
[i8]
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  - journals/corr/abs-2207-02549
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Sarina Thomas, Andrew Gilbert, Guy Ben-Yosef:
Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound. CoRR abs/2207.02549 (2022)
2021
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  - conf/avss/PatinoBFAPPCKIS21
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Jose Luis Patino, Jonathan Boyle, James M. Ferryman, Jonas Auer, Julian Pegoraro, Roman P. Pflugfelder, Mertcan Cokbas, Janusz Konrad, Prakash Ishwar, Giulia Slavic, Lucio Marcenaro, Yifan Jiang, Youngsaeng Jin, Hanseok Ko, Guangliang Zhao, Guy Ben-Yosef, Jianwei Qiu:
PETS2021: Through-foliage detection and tracking challenge and evaluation. AVSS 2021: 1-10
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  - conf/sensys/ZhaoBQZJBS21
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Guangliang Zhao, Guy Ben-Yosef, Jianwei Qiu, Yang Zhao, Prabhu Janakaraj, Sriram Boppana, Austars R. Schnore:
Person Re-ID Testbed with Multi-Modal Sensors. SenSys 2021: 526-531
[i7]
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  - journals/corr/abs-2104-09447
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Guy Ben-Yosef, Gabriel Kreiman, Shimon Ullman:
What can human minimal videos tell us about dynamic recognition models? CoRR abs/2104.09447 (2021)
[i6]
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  - journals/corr/abs-2104-12123
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Uri Wollner, Guy Ben-Yosef:
Parallel mesh reconstruction streams for pose estimation of interacting hands. CoRR abs/2104.12123 (2021)
[i5]
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  - journals/corr/abs-2110-08744
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Guy Ben-Yosef, Liav Assif, Daniel Harari, Shimon Ullman:
A model for full local image interpretation. CoRR abs/2110.08744 (2021)

2010 – 2019

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2019
[c6]
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  - conf/iclr/SrivastavaBB19
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Sanjana Srivastava, Guy Ben-Yosef, Xavier Boix:
Minimal Images in Deep Neural Networks: Fragile Object Recognition in Natural Images. ICLR (Poster) 2019
[i4]
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  - journals/corr/abs-1902-03227
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Sanjana Srivastava, Guy Ben-Yosef, Xavier Boix:
Minimal Images in Deep Neural Networks: Fragile Object Recognition in Natural Images. CoRR abs/1902.03227 (2019)
2018
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  - conf/accv/MyanganbayarMDK18
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Battushig Myanganbayar, Cristina Mata, Gil Dekel, Boris Katz, Guy Ben-Yosef, Andrei Barbu:
Partially Occluded Hands: - A Challenging New Dataset for Single-Image Hand Pose Estimation. ACCV (5) 2018: 85-98
[i3]
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  - journals/corr/abs-1805-09462
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Cristina Mata, Guy Ben-Yosef, Boris Katz:
Complex Relations in a Deep Structured Prediction Model for Fine Image Segmentation. CoRR abs/1805.09462 (2018)
2017
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Guy Ben-Yosef, Alon Yachin, Shimon Ullman:
A Model for Interpreting Social Interactions in Local Image Regions. AAAI Spring Symposia 2017
[i2]
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  - journals/corr/abs-1711-11151
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Guy Ben-Yosef, Liav Assif, Shimon Ullman:
Structured learning and detailed interpretation of minimal object images. CoRR abs/1711.11151 (2017)
[i1]
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  - journals/corr/abs-1712-09299
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Guy Ben-Yosef, Alon Yachin, Shimon Ullman:
A model for interpreting social interactions in local image regions. CoRR abs/1712.09299 (2017)
2015
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  - journals/pami/Ben-ShaharB15
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Ohad Ben-Shahar, Guy Ben-Yosef:
Tangent Bundle Elastica and Computer Vision. IEEE Trans. Pattern Anal. Mach. Intell. 37(1): 161-174 (2015)
[c3]
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Guy Ben-Yosef, Liav Assif, Daniel Harari, Shimon Ullman:
A model for full local image interpretation. CogSci 2015
2012
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  - journals/neco/Ben-YosefB12
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Guy Ben-Yosef, Ohad Ben-Shahar:
Tangent Bundle Curve Completion with Locally Connected Parallel Networks. Neural Comput. 24(12): 3277-3316 (2012)
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Guy Ben-Yosef, Ohad Ben-Shahar:
A Tangent Bundle Theory for Visual Curve Completion. IEEE Trans. Pattern Anal. Mach. Intell. 34(7): 1263-1280 (2012)
2010
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  - conf/accv/Ben-YosefB10
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Guy Ben-Yosef, Ohad Ben-Shahar:
A Biologically-Inspired Theory for Non-axiomatic Parametric Curve Completion. ACCV (2) 2010: 346-359
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Guy Ben-Yosef, Ohad Ben-Shahar:
Minimum length in the tangent bundle as a model for curve completion. CVPR 2010: 2384-2391

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