20 citations · 46 across the 21 of their papers we have counts for
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cs.CV2025
Concept Retrieval -- What and How?
Ori Nizan, Oren Shrout, Ayellet Tal
A concept may reflect either a concrete or abstract idea. Given an input image, this paper seeks to retrieve other images that share its central concepts, capturing aspects of the…
cs.GR2025
Random Walks in Self-supervised Learning for Triangular Meshes
Gal Yefet, Ayellet Tal
This study addresses the challenge of self-supervised learning for 3D mesh analysis. It presents an new approach that uses random walks as a form of data augmentation to generate d…
cs.CV2025
SFMNet: Sparse Focal Modulation for 3D Object Detection
Oren Shrout, Ayellet Tal
We propose SFMNet, a novel 3D sparse detector that combines the efficiency of sparse convolutions with the ability to model long-range dependencies. While traditional sparse convol…