Výsledky vyhledávání - "Espinosa, Miguel A."

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There is no SAMantics! Exploring SAM as a Backbone for Visual Understanding Tasks

Autor: Espinosa, Miguel, Yang, Chenhongyi, Ericsson, Linus, McDonagh, Steven, Crowley, Elliot J.

The Segment Anything Model (SAM) was originally designed for label-agnostic mask generation. Does this model also possess inherent semantic understanding, of value to broader visual tasks? In this work we follow a multi-staged approach towards explor

Externí odkaz: http://arxiv.org/abs/2411.15288

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einspace: Searching for Neural Architectures from Fundamental Operations

Autor: Ericsson, Linus, Espinosa, Miguel, Yang, Chenhongyi, Antoniou, Antreas, Storkey, Amos, Cohen, Shay B., McDonagh, Steven, Crowley, Elliot J.

Neural architecture search (NAS) finds high performing networks for a given task. Yet the results of NAS are fairly prosaic; they did not e.g. create a shift from convolutional structures to transformers. This is not least because the search spaces i

Externí odkaz: http://arxiv.org/abs/2405.20838

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PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition

Autor: Yang, Chenhongyi, Chen, Zehui, Espinosa, Miguel, Ericsson, Linus, Wang, Zhenyu, Liu, Jiaming, Crowley, Elliot J.

We present PlainMamba: a simple non-hierarchical state space model (SSM) designed for general visual recognition. The recent Mamba model has shown how SSMs can be highly competitive with other architectures on sequential data and initial attempts hav

Externí odkaz: http://arxiv.org/abs/2403.17695

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Generate Your Own Scotland: Satellite Image Generation Conditioned on Maps

Autor: Espinosa, Miguel, Crowley, Elliot J.

Despite recent advancements in image generation, diffusion models still remain largely underexplored in Earth Observation. In this paper we show that state-of-the-art pretrained diffusion models can be conditioned on cartographic data to generate rea

Externí odkaz: http://arxiv.org/abs/2308.16648

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Akademický článek

Selection and Effect of Plant Growth-Promoting Bacteria on Pine Seedlings (Pinus montezumae and Pinus patula).

Autor: Moreno-Valencia, Francisco David¹ (AUTHOR) franciscod.moreno@correo.buap.mx, Plascencia-Espinosa, Miguel Ángel² (AUTHOR) mplascencia@ipn.mx, Morales-García, Yolanda Elizabeth^3,4 (AUTHOR) yolanda.moralesg@correo.buap.mx, Muñoz-Rojas, Jesús⁴ (AUTHOR) mplascencia@ipn.mx

Publikováno v: Life (2075-1729). Oct2024, Vol. 14 Issue 10, p1320. 21p.