Results 231 to 240 of about 38,613 (267)

DARKIN: a zero-shot benchmark for phosphosite-dark kinase association using protein language models. [PDF]

Bioinformatics
Sunar EA, Işık Z, Pekey M, Cinbiş RG, Tastan O.   +4 more
europepmc   +1 more source

A Generative Neuro‐Symbolic AI for Protein Sequence Design

Advanced Science, EarlyView.
We introduce EffieDes, a neuro‐symbolic framework coupling deep learning‐based fitness landscape parameterization with exact automated reasoning. Unlike greedy sampling, EffieDes identifies sequences that globally optimize fitness while satisfying intricate design constraints.
Marianne Defresne, Delphine Dessaux, Samuel Buchet, Lucie Barthe, Liza Ammar‐Khodja, Bessam Azizi, Valentin Durante, Gianluca Cioci, Simon de Givry, Alain Roussel, Luis F. Garcia‐Alles, Thomas Schiex, Sophie Barbe   +12 more
wiley   +1 more source

TriSAM: Tri-Plane SAM for Zero-Shot Cortical Blood Vessel Segmentation in VEM Images. [PDF]

IEEE J Biomed Health Inform
Wan J, Li W, Adhinarta JK, Banerjee A, Sjostedt E, Wu J, Lichtman J, Pfister H, Wei D.   +8 more
europepmc   +1 more source

Zero-shot image classification based on class representation learning and attribute embedding learning. [PDF]

PLoS One
Shen H, Sun X, Hu Y, Li C, Zhu Q, Li Q.
europepmc   +1 more source

Zero-shot performance of selected large language and multimodal models on the 2023 Brazilian Portuguese medical residency exam. [PDF]

Sci Rep
Truyts CAM, Rabelo AG, Souza GM, Lages DS, Pereira AJ, Flato UAP, Reis EPD, Vieira JE, Silveira PSP, Junior EA.   +9 more
europepmc   +1 more source

Assessing personality using zero-shot generative AI scoring of brief open-ended text. [PDF]

Nat Hum Behav
Wright AGC, Ringwald WR, Vize CE, Eichstaedt JC, Angstadt M, Taxali A, Sripada C.   +6 more
europepmc   +1 more source

Prodigy protein: Python package for zero-shot protein engineering using protein language models. [PDF]

BMC Bioinformatics
Massett M, Carr A.
europepmc   +1 more source

Zero-shot medical event prediction using a generative pretrained transformer on electronic health records. [PDF]

J Am Med Inform Assoc
Redekop E, Wang Z, Kulkarni R, Pleasure M, Chin A, Hassanzadeh HR, Hill BL, Emami M, Speier WF, Arnold CW.   +9 more
europepmc   +1 more source

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Spherical Zero-Shot Learning

IEEE Transactions on Circuits and Systems for Video Technology, 2022
Zero-shot Learning (ZSL) is a highly non-trivial task to generalize from seen to unseen classes. In this paper, we propose spherical zero-shot learning (SZSL) to address the major challenges in ZSL. By decoupling the similarity metric in the spherical embedding space into radius and angle, our SZSL can map classes to hyperspherical surfaces of ...
Jiayi Shen, Zehao Xiao, Xiantong Zhen, Lei Zhang 0093   +3 more
openaire   +1 more source

Zero-Shot Hyperspectral Sharpening

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023
Fusing hyperspectral images (HSIs) with multispectral images (MSIs) of higher spatial resolution has become an effective way to sharpen HSIs. Recently, deep convolutional neural networks (CNNs) have achieved promising fusion performance. However, these methods often suffer from the lack of training data and limited generalization ability.
Renwei Dian, Anjing Guo, Shutao Li 0001
openaire   +2 more sources