Amir Rosenfeld | DeepAI

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Featured Co-authors

Yonatan Belinkov
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Nir Shavit
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Markus D. Solbach
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Mahdi Biparva
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Jonathan S. Rosenfeld
5 publications

∙ 09/27/2019

A Constructive Prediction of the Generalization Error Across Scales

The dependency of the generalization error of neural networks on model a...

11 Jonathan S. Rosenfeld, et al. ∙

∙ 03/26/2019

High-Level Perceptual Similarity is Enabled by Learning Diverse Tasks

Predicting human perceptual similarity is a challenging subject of ongoi...

10 Amir Rosenfeld, et al. ∙

∙ 08/09/2018

The Elephant in the Room

We showcase a family of common failures of state-of-the art object detec...

6 Amir Rosenfeld, et al. ∙

∙ 03/05/2018

Totally Looks Like - How Humans Compare, Compared to Machines

Perceptual judgment of image similarity by humans relies on a rich inter...

0 Amir Rosenfeld, et al. ∙

∙ 02/16/2018

Bridging Cognitive Programs and Machine Learning

While great advances are made in pattern recognition and machine learnin...

0 Amir Rosenfeld, et al. ∙

∙ 02/13/2018

Challenging Images For Minds and Machines

There is no denying the tremendous leap in the performance of machine le...

0 Amir Rosenfeld, et al. ∙

∙ 02/02/2018

Intriguing Properties of Randomly Weighted Networks: Generalizing While Learning Next to Nothing

Training deep neural networks results in strong learned representations ...

0 Amir Rosenfeld, et al. ∙

∙ 11/16/2017

Priming Neural Networks

Visual priming is known to affect the human visual system to allow detec...

0 Amir Rosenfeld, et al. ∙

∙ 05/11/2017

Incremental Learning Through Deep Adaptation

Given an existing trained neural network, it is often desirable to be ab...

0 Amir Rosenfeld, et al. ∙

∙ 05/25/2016

Action Classification via Concepts and Attributes

Classes in natural images tend to follow long tail distributions. This i...

0 Amir Rosenfeld, et al. ∙

∙ 03/14/2016

Visual Concept Recognition and Localization via Iterative Introspection

Convolutional neural networks have been shown to develop internal repres...

0 Amir Rosenfeld, et al. ∙

∙ 01/17/2016

Face-space Action Recognition by Face-Object Interactions

Action recognition in still images has seen major improvement in recent ...

0 Amir Rosenfeld, et al. ∙

∙ 11/12/2015

Hand-Object Interaction and Precise Localization in Transitive Action Recognition

Action recognition in still images has seen major improvement in recent ...

0 Amir Rosenfeld, et al. ∙

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