User profiles for Yuval Asher

Yuval Asher

Tel Aviv University
Verified email at mail.tau.ac.il
Cited by 74

Visual explanations via iterated integrated attributions

O Barkan, Y Asher, A Eshel… - Proceedings of the …, 2023 - openaccess.thecvf.com
We introduce Iterated Integrated Attributions (IIA)-a generic method for explaining the
predictions of vision models. IIA employs iterative integration across the input image, the internal …

A counterfactual framework for learning and evaluating explanations for recommender systems

O Barkan, V Bogina, L Gurevitch, Y Asher… - Proceedings of the …, 2024 - dl.acm.org
In the field of recommender systems, explainability remains a pivotal yet challenging aspect.
To address this, we introduce the Learning to eXplain Recommendations (LXR) framework, …

Deep integrated explanations

O Barkan, Y Elisha, J Weill, Y Asher, A Eshel… - Proceedings of the …, 2023 - dl.acm.org
This paper presents Deep Integrated Explanations (DIX) - a universal method for explaining
vision models. DIX generates explanation maps by integrating information from the …

Learning to explain: A model-agnostic framework for explaining black box models

O Barkan, Y Asher, A Eshel, Y Elisha… - … Conference on Data …, 2023 - ieeexplore.ieee.org
We present Learning to Explain (LTX), a model-agnostic framework designed for providing
post-hoc explanations for vision models. The LTX framework introduces an “explainer” model …

Stochastic integrated explanations for vision models

O Barkan, Y Elisha, J Weill, Y Asher… - … Conference on Data …, 2023 - ieeexplore.ieee.org
We introduce Stochastic Integrated Explanations (SIX) - a general method for explaining
predictions made by vision models. SIX employs stochastic integration on the internal …

[HTML][HTML] Local field potential journey into the Basal Ganglia

EE Asher, M Slovik, R Mitelman, H Bergman… - Deep Brain …, 2024 - Elsevier
Local field potentials (LFP) in the basal ganglia (BG) have attracted considerable research
and clinical interest. The genesis of these signals has been a topic of extensive discourse, …

[HTML][HTML] 108 Unveiling the diversity in melanoma immunotherapy response biomarkers between lymph node and non-lymph node biopsies

E Markovits, N Asher, G Ben-Betzalel, A Debby, B Arbiv… - 2023 - jitc.bmj.com
Background Immunotherapy revolutionized the treatment of melanoma, however, a significant
proportion of patients fail to respond. Thus, reliable biomarkers are needed to predict …

The Self in Social Context: Asher ha-Levi of Reichshofen's" Sefer Zikhronot"

D Kaplan - The Jewish Quarterly Review, 2007 - JSTOR
Asher composed his memoirs sometime in the seventeenth century, and they detail his life
Asher's memoirs, entitled Sefer zikhronot shmaina lahmo in reference to the biblical Asher (…

Population-based corticospinal interactions in macaques are correlated with visuomotor processing

I Asher, N Zinger, Y Yanai, Z Israel, Y Prut - Cerebral Cortex, 2010 - academic.oup.com
Visuomotor transformation is a fundamental process in executing voluntary actions. The final
steps of this transformation are presumed to take place in the corticospinal (CS) system, yet …

Gender, Ethnicity, and Intersectionality: Mizrahi Identity and the Ultra-Orthodox Feminist Movement in Israel

A Suzin, A Banai, L Cahaner - Contemporary Jewry, 2023 - Springer
Prior to the Israeli parliamentary elections in 2013, the No Voice, No Vote Facebook group
was created, for the first time calling for women not to vote for ultra-Orthodox parties in Israel …