PCGen: A Fully Parallelizable Point Cloud Generative Model by Nicolas Vercheval, Remco Royen, Adrian Munteanu, Aleksandra Pižurica

“…Generative models have the potential to revolutionize 3D extended reality. …”
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Unsupervised generation of fashion editorials using deep generative model by Minjoo Kang, Jongsun Kim, Sungmin Kim

“…Quantitative evaluation with FID scores was conducted to support the selection of the generative model used for the qualitative assessment.…”
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Robust visual tracking using very deep generative model by Eman R. AlBasiouny, Abdel-Fattah Attia, Hossam E. Abdelmunim, Hazem M. Abbas

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A Generative Model to Embed Human Expressivity into Robot Motions by Pablo Osorio, Ryusuke Sagawa, Naoko Abe, Gentiane Venture

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SCGG: A deep structure-conditioned graph generative model by Faezeh Faez, Negin Hashemi Dijujin, Mahdieh Soleymani Baghshah, Hamid R. Rabiee

“…This network is primarily responsible for providing the generation procedure with the structural condition, while the autoregressive generative model mainly maintains the generation history. …”
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Detection of Health Data Based on Gaussian Mixture Generative Model by ZHU Zhuangzhuang, ZHOU Zhiping

“…Aiming at the problem, a method of detecting health data is utilized, called Gaussian mixture generative model (GMGM). The model uses a variational autoencoder (VAE) to train the original data and latent features can be extracted by minimizing the reconstruction error. …”
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Generative Model Using Knowledge Graph for Document-Grounded Conversations by Boeun Kim, Dohaeng Lee, Damrin Kim, Hongjin Kim, Sihyung Kim, Ohwoog Kwon, Harksoo Kim

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Collaborative Contrastive Learning-Based Generative Model for Image Inpainting by Yongqiang Du, Haoran Liu, Songnan Chen

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Portrait Sketch Generative Model for Misaligned Photo-to-Sketch Dataset by Hyungbum Kim, Junho Kim, Heekyung Yang

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A generative model to simulate spatiotemporal dynamics of biomolecules in cells by Lisa Balsollier, Frédéric Lavancier, Jean Salamero, Charles Kervrann

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SCGG: A deep structure-conditioned graph generative model. by Faezeh Faez, Negin Hashemi Dijujin, Mahdieh Soleymani Baghshah, Hamid R Rabiee

“…This network is primarily responsible for providing the generation procedure with the structural condition, while the autoregressive generative model mainly maintains the generation history. …”
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A generative model for image segmentation based on label fusion by Sabuncu, Mert R., Yeo, Boon Thye Thomas, Fischl, Bruce, Van Leemput, Koen, Golland, Polina

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A conditional deep generative model of people in natural images by De Bem, R, Ghosh, A, Boukhayma, A, Ajanthan, T, Siddharth, N, Torr, P

“…We propose a deep generative model of humans in natural images which keeps 2D pose separated from other latent factors of variation, such as background scene and clothing. …”

Measuring mood instability using a generative model of affect by Pulcu, E, Saunders, K, Harmer, C, Guy, G, Geddes, J, Browning, M

FLIPDIAL: A generative model for two-way visual dialogue by Massiceti, D, Narayanaswamy, S, Torr, P, Dokania, P

“…We present FLIPDIAL, a generative model for Visual Dialogue that simultaneously plays the role of both participants in a visually-grounded dialogue. …”

Application of SMILES-based molecular generative model in new drug design by Weiya Kong, Yuejuan Hu, Jiao Zhang, Qiaoyin Tan

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Construction of the passenger rail traffic generation model by Andrzej Brzeziński, Andrzej Waltz

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Exploring chemical space — Generative models and their evaluation by Martin Vogt

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CardioGPT: An ECG Interpretation Generation Model by Guohua Fu, Jianwei Zheng, Islam Abudayyeh, Chizobam Ani, Cyril Rakovski, Louis Ehwerhemuepha, Hongxia Lu, Yongjuan Guo, Shenglin Liu, Huimin Chu, Bing Yang

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Multiple piecewise regression for trip generation models by Alsayed Alsobky

“…Trip generation modelling is not a standard task as the relationship between the input and output variables is not exactly known and is often nonlinear. …”
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