4 citations · 6 across the 5 of their papers we have counts for
5 papers
Two pathways to resolve relational inconsistencies
Tomer Barak, Yonatan Loewenstein
When individuals encounter observations that violate their expectations, when will they adjust their expectations and when will they maintain them despite these observations? For e…
Untrained neural networks can demonstrate memorization-independent abstract reasoning
Tomer Barak, Yonatan Loewenstein
The nature of abstract reasoning is a matter of debate. Modern artificial neural network (ANN) models, like large language models, demonstrate impressive success when tested on abs…
Zero-Episode Few-Shot Contrastive Predictive Coding: Solving intelligence tests without prior training
T. Barak, Y. Loewenstein
Video prediction models often combine three components: an encoder from pixel space to a small latent space, a latent space prediction model, and a generative model back to pixel s…
Naive Few-Shot Learning: Uncovering the fluid intelligence of machines
Tomer Barak, Yonatan Loewenstein
In this paper, we aimed to help bridge the gap between human fluid intelligence - the ability to solve novel tasks without prior training - and the performance of deep neural netwo…
Naive Artificial Intelligence
Tomer Barak, Yehonatan Avidan, Yonatan Loewenstein
In the cognitive sciences, it is common to distinguish between crystal intelligence, the ability to utilize knowledge acquired through past learning or experience and fluid intelli…