2 citations · 2 across the 14 of their papers we have counts for
4 papers · 1 filter
WAFFLE: Multimodal Floorplan Understanding in the Wild
Keren Ganon, Morris Alper, Rachel Mikulinsky +1
Buildings are a central feature of human culture and are increasingly being analyzed with computational methods. However, recent works on computational building understanding have…
Emergent Visual-Semantic Hierarchies in Image-Text Representations
Morris Alper, Hadar Averbuch-Elor
While recent vision-and-language models (VLMs) like CLIP are a powerful tool for analyzing text and images in a shared semantic space, they do not explicitly model the hierarchical…
HaLo-NeRF: Learning Geometry-Guided Semantics for Exploring Unconstrained Photo Collections
Chen Dudai, Morris Alper, Hana Bezalel +3
Internet image collections containing photos captured by crowds of photographers show promise for enabling digital exploration of large-scale tourist landmarks. However, prior work…
ICC: Quantifying Image Caption Concreteness for Multimodal Dataset Curation
Moran Yanuka, Morris Alper, Hadar Averbuch-Elor +1
Web-scale training on paired text-image data is becoming increasingly central to multimodal learning, but is challenged by the highly noisy nature of datasets in the wild. Standard…