20 citations · 46 across the 21 of their papers we have counts for
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cs.CV2021★ 9 cited
CloudWalker: Random walks for 3D point cloud shape analysis
Adi Mesika, Yizhak Ben-Shabat, Ayellet Tal
Point clouds are gaining prominence as a method for representing 3D shapes, but their irregular structure poses a challenge for deep learning methods. In this paper we propose Clou…
cs.CV2021
AttWalk: Attentive Cross-Walks for Deep Mesh Analysis
Ran Ben Izhak, Alon Lahav, Ayellet Tal
Mesh representation by random walks has been shown to benefit deep learning. Randomness is indeed a powerful concept. However, it comes with a price: some walks might wander around…
cs.CV2021
Visual Navigation with Spatial Attention
Bar Mayo, Tamir Hazan, Ayellet Tal
This work focuses on object goal visual navigation, aiming at finding the location of an object from a given class, where in each step the agent is provided with an egocentric RGB…