Zobrazeno 1 - 10
of 430
pro vyhledávání: '"Berg, Alexander"'
We introduce SynGround, a novel framework that combines data-driven learning and knowledge transfer from various large-scale pretrained models to enhance the visual grounding capabilities of a pretrained vision-and-language model. The knowledge trans
Externí odkaz:
http://arxiv.org/abs/2403.13804
Vision-and-language models trained to match images with text can be combined with visual explanation methods to point to the locations of specific objects in an image. Our work shows that the localization --"grounding"-- abilities of these models can
Externí odkaz:
http://arxiv.org/abs/2312.04554
Multi-task approaches to joint depth and segmentation prediction are well-studied for monocular images. Yet, predictions from a single-view are inherently limited, while multiple views are available in many robotics applications. On the other end of
Externí odkaz:
http://arxiv.org/abs/2311.00134
Autor:
Kirillov, Alexander, Mintun, Eric, Ravi, Nikhila, Mao, Hanzi, Rolland, Chloe, Gustafson, Laura, Xiao, Tete, Whitehead, Spencer, Berg, Alexander C., Lo, Wan-Yen, Dollár, Piotr, Girshick, Ross
We introduce the Segment Anything (SA) project: a new task, model, and dataset for image segmentation. Using our efficient model in a data collection loop, we built the largest segmentation dataset to date (by far), with over 1 billion masks on 11M l
Externí odkaz:
http://arxiv.org/abs/2304.02643
The aim of this paper was to explore associations between previous victimization, police legitimacy and feelings of safety, and to also explore how different patrolling strategies were perceived in terms of general feelings of safety and police legit
Externí odkaz:
http://urn.kb.se/resolve?urn=urn:nbn:se:oru:diva-88995
In this work we present point-level region contrast, a self-supervised pre-training approach for the task of object detection. This approach is motivated by the two key factors in detection: localization and recognition. While accurate localization f
Externí odkaz:
http://arxiv.org/abs/2202.04639
Synapse elimination in the adult central nervous system can be modelled by axotomy of spinal motoneurons which triggers removal of synapses from the cell surface of lesioned motoneurons by processes that remain elusive. Proposed candidate mechanisms
Externí odkaz:
http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-200113
We study a class of classification problems best exemplified by the \emph{bank loan} problem, where a lender decides whether or not to issue a loan. The lender only observes whether a customer will repay a loan if the loan is issued to begin with, an
Externí odkaz:
http://arxiv.org/abs/2112.02185