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Yaniv Gurwicz
Yaniv Gurwicz
Research Scientist, Intel Labs
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System and Method for Suspect Search
Y Gurwicz, RY Yehezkel, V Goldner, G Boudoukh, G Blumstein-koren, ...
US Patent 9,471,849, 2016
882016
Multiclass Object Classification for Real-Time Video Surveillance Systems
Y Gurwicz, R Yehezkel, B Lachover
Pattern Recognition Letters 32 (6), 805-815, 2011
642011
System and Method for Identifying a Particular Human in Images Using an Artificial Image Composite or Avatar
O Deri, Y Gurwicz, V Goldner
US Patent 9,721,166, 2017
442017
Constructing Deep Neural Networks by Bayesian Network Structure Learning
RY Rohekar, S Nisimov, Y Gurwicz, G Koren, G Novik
Advances in Neural Information Processing Systems (NeurIPS 2018) 31, 3047-3058, 2018
382018
System and Method for Semantic Video Content Analysis
RY Yehezkel, G Blumstein-koren, Y Gurwicz
US Patent 8,743,205, 2014
272014
Iterative Causal Discovery in the Possible Presence of Latent Confounders and Selection Bias
RY Rohekar, S Nisimov, Y Gurwicz, G Novik
Advances in Neural Information Processing Systems (NeurIPS 2021) 34, 2454-2465, 2021
202021
Bayesian Network Classification Using Spline-Approximated Kernel Density Estimation
Y Gurwicz, B Lerner
Pattern Recognition Letters 26 (11), 1761-1771, 2005
192005
Modeling Uncertainty by Learning a Hierarchy of Deep Neural Connections
R Yehezkel Rohekar, Y Gurwicz, S Nisimov, G Novik
Advances in Neural Information Processing Systems (NeurIPS 2019) 32, 4244-4254, 2019
182019
Bayesian Structure Learning by Recursive Bootstrap
RY Rohekar, Y Gurwicz, S Nisimov, G Koren, G Novik
Advances in Neural Information Processing Systems (NeurIPS 2018) 31, 10525-10535, 2018
182018
System and Method for Dynamically Ordering Video Channels According to Rank of Abnormal Detection
M Beiser, Y Gurwicz, Y Shmueli, G Baron, D Raifman
US Patent 10,706,701, 2020
172020
Bayesian Class-Matched Multinet Classifier
Y Gurwicz, B Lerner
Joint IAPR International Workshops on Statistical Techniques in Pattern …, 2006
162006
Rapid Spline-Based Kernel Density Estimation for Bayesian Networks
Y Gurwicz, B Lerner
Proceeding of the 17th International Conference on Pattern Recognition (ICPR …, 2004
11*2004
System and Method for Automatic Calculation of Scene Geometry in Crowded Video Scenes
V Goldner, Y Gurwicz
US Patent 9,576,204, 2017
102017
Improving Efficiency and Accuracy of Causal Discovery Using a Hierarchical Wrapper
S Nisimov, Y Gurwicz, RY Rohekar, G Novik
Uncertainty in Artificial Intelligence (UAI 2021), workshop on Tractable …, 2021
52021
From Temporal to Contemporaneous Iterative Causal Discovery in the Presence of Latent Confounders
RYY Rohekar, S Nisimov, Y Gurwicz, G Novik
International Conference on Machine Learning (ICML 2023), 2023
42023
NLEBS: Automatic Target Detection Using a Unique Nonlinear-Enhancement-Based System in IR Images
S Greenberg, R Yehezkel, Y Gurwicz, H Guterman
Optical Engineering 39, 2000
42000
ClimateSet: A Large-Scale Climate Model Dataset for Machine Learning
J Kaltenborn, CEE Lange, V Ramesh, P Brouillard, Y Gurwicz, C Nagda, ...
Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS …, 2023
32023
CLEAR: Causal Explanations from Attention in Neural Recommenders
S Nisimov, RYY Rohekar, Y Gurwicz, G Koren, G Novik
Conference on Recommender Systems (RecSys), workshop on Causality …, 2022
32022
Causal Interpretation of Self-Attention in Pre-Trained Transformers
RY Rohekar, Y Gurwicz, S Nisimov
Advances in Neural Information Processing Systems (NeurIPS 2023) 36, 2023
12023
A Single Iterative Step for Anytime Causal Discovery
RY Rohekar, Y Gurwicz, S Nisimov, G Novik
Advances in Neural Information Processing Systems (NeurIPS 2020), workshop …, 2020
12020
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