11 citations · 16 across the 6 of their papers we have counts for
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cs.CV2022
Text2Model: Text-based Model Induction for Zero-shot Image Classification
Ohad Amosy, Tomer Volk, Eilam Shapira +3
We address the challenge of building task-agnostic classifiers using only text descriptions, demonstrating a unified approach to image classification, 3D point cloud classification…
quant-ph2022★ 11 cited
Iterative-Free Quantum Approximate Optimization Algorithm Using Neural Networks
Ohad Amosy, Tamuz Danzig, Ely Porat +2
The quantum approximate optimization algorithm (QAOA) is a leading iterative variational quantum algorithm for heuristically solving combinatorial optimization problems. A large po…
cs.CL2022★ 4 cited
Example-based Hypernetworks for Out-of-Distribution Generalization
Tomer Volk, Eyal Ben-David, Ohad Amosy +2
As Natural Language Processing (NLP) algorithms continually achieve new milestones, out-of-distribution generalization remains a significant challenge. This paper addresses the iss…