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Anomaly Detection Using Generative Models and Sum-Product Networks in Mammography Scans

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DOI
10.1007/978-3-031-18576-2_8
Dietrichstein, Marc; Major, David; Trapp, Martin; Wimmer, Maria; Lenis, Dimitrios; Winter, Philip; B...
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and ...2022Publicationer information ikon

Transforming HCI Research Cycles using Generative AI and "Large Whatever Models" (LWMs)

DOI
10.1145/3613905.3643977
Elagroudy, Passant; Li, Jie; Väänänen, Kaisa; Lukowicz, Paul; Ishii, Hiroshi; Mackay, Wendy E.; Hurc...
ACM SIGCHI annual conference on human factors in computing systems2024Publicationer information ikon

Metrics and methods for robustness evaluation of neural networks with generative models

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DOI
10.1007/s10994-021-05994-9
Buzhinsky, Igor; Nerinovsky, Arseny; Tripakis, Stavros
Machine Learning2021Publicationer information ikon

Augmenting research methods with foundation models and generative AI

DOI
10.1016/j.ijinfomgt.2023.102749
Rossi, Sippo; Rossi, Matti; Mukkamala, Raghava Rao; Thatcher, Jason Bennett; Dwivedi, Yogesh K.
International Journal of Information Management2024Publicationer information ikon

Imitating by Generating Deep Generative Models for Imitation of Interactive Tasks

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DOI
10.3389/frobt.2020.00047
Bütepage, Judith; Ghadirzadeh, Ali; Öztimur Karadaǧ, Özge; Björkman, Mårten; Kragic, Danica
Frontiers in Robotics and AI2020Publicationer information ikon

Latency-Aware Generative Semantic Communications With Pre-Trained Diffusion Models

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DOI
10.1109/LWC.2024.3429295
Qiao, Li; Mashhadi, Mahdi Boloursaz; Gao, Zhen; Foh, Chuan Heng; Xiao, Pei; Bennis, Mehdi
IEEE wireless communications letters2024Publicationer information ikon

Generative Markov Models for Discrete Channel Modelling

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Nefedov, N.
-1997Publicationer information ikon

Pioneer Networks Progressively Growing Generative Autoencoder

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DOI
10.1007/978-3-030-20887-5_2
Heljakka, Ari; Solin, Arno; Kannala, Juho
Lecture notes in computer science2019Publicationer information ikon

Generative models for quantification of DNA modifications

Referentgranskad
DOI
10.1007/978-1-4939-8561-6_4
Äijö, Tarmo; Bonneau, Richard; Lähdesmäki, Harri
Methods in Molecular Biology2018Publicationer information ikon

Generative Mixture Modeling by Autonomous Estimators

Referentgranskad
Kaski, Samuel; Salojärvi, J.
IOS PRESS2001

Anomaly Detection Using Generative Models and Sum-Product Networks in Mammography Scans

Referentgranskad
Öppen tillgång
DOI
10.1007/978-3-031-18576-2_8
2022

Transforming HCI Research Cycles using Generative AI and "Large Whatever Models" (LWMs)

DOI
10.1145/3613905.3643977
2024

Metrics and methods for robustness evaluation of neural networks with generative models

Referentgranskad
Öppen tillgång
DOI
10.1007/s10994-021-05994-9
2021

Augmenting research methods with foundation models and generative AI

DOI
10.1016/j.ijinfomgt.2023.102749
2024

Imitating by Generating Deep Generative Models for Imitation of Interactive Tasks

Referentgranskad
Öppen tillgång
DOI
10.3389/frobt.2020.00047
2020

Latency-Aware Generative Semantic Communications With Pre-Trained Diffusion Models

Referentgranskad
Öppen tillgång
DOI
10.1109/LWC.2024.3429295
2024

Generative Markov Models for Discrete Channel Modelling

Referentgranskad
1997

Pioneer Networks Progressively Growing Generative Autoencoder

Referentgranskad
Öppen tillgång
DOI
10.1007/978-3-030-20887-5_2
2019

Generative models for quantification of DNA modifications

Referentgranskad
DOI
10.1007/978-1-4939-8561-6_4
2018

Generative Mixture Modeling by Autonomous Estimators

Referentgranskad
2001