50 citations · 76 across the 10 of their papers we have counts for
4 papers · 1 filter
Totally Looks Like - How Humans Compare, Compared to Machines
Amir Rosenfeld, Markus D. Solbach, John K. Tsotsos
Perceptual judgment of image similarity by humans relies on rich internal representations ranging from low-level features to high-level concepts, scene properties and even cultural…
Bridging Cognitive Programs and Machine Learning
Amir Rosenfeld, John K. Tsotsos
While great advances are made in pattern recognition and machine learning, the successes of such fields remain restricted to narrow applications and seem to break down when trainin…
Challenging Images For Minds and Machines
Amir Rosenfeld, John K. Tsotsos
There is no denying the tremendous leap in the performance of machine learning methods in the past half-decade. Some might even say that specific sub-fields in pattern recognition,…
Intriguing Properties of Randomly Weighted Networks: Generalizing While Learning Next to Nothing
Amir Rosenfeld, John K. Tsotsos
Training deep neural networks results in strong learned representations that show good generalization capabilities. In most cases, training involves iterative modification of all w…