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Recent popular Role-Playing Games (RPGs) saw the great success of character auto-creation systems.
A morphable model for the synthesis of 3d faces
Volker Blanz and Thomas Vetter · 1999
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Large-scale machine learning with stochastic gradient descent
Léon Bottou · 2010
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Facewarehouse: A 3d facial expression database for visual computing
Chen Cao, Yanlin Weng, Shun Zhou, Yiying Tong, and Kun Zhou · 2013
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Unsupervised representation learning with deep convolutional generative adversarial networks
Alec Radford, Luke Metz, and Soumith Chintala · 2015
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A multiresolution 3d morphable face model and fitting framework
Patrik Huber, Guosheng Hu, Rafael Tena, Pouria Mortazavian, P Koppen, William J Christmas, Matthias Ratsch, and Josef Kittler · 2016
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Sgdr: Stochastic gradient descent with warm restarts
Ilya Loshchilov and Frank Hutter · 2016
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Generative adversarial text to image synthesis
Scott Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, and Honglak Lee · 2016
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Improved techniques for training gans
Tim Salimans, Ian Goodfellow, Wojciech Zaremba, Vicki Cheung, Alec Radford, and Xi Chen · 2016
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3d face morphable models” in-the-wild”
James Booth, Epameinondas Antonakos, Stylianos Ploumpis, George Trigeorgis, Yannis Panagakis, and Stefanos Zafeiriou · 2017
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End-to-end 3d face reconstruction with deep neural networks
Pengfei Dou, Shishir K Shah, and Ioannis A Kakadiaris · 2017
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Snapshot ensembles: Train 1, get m for free
Gao Huang, Yixuan Li, Geoff Pleiss, Zhuang Liu, John E Hopcroft, and Kilian Q Weinberger · 2017
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Large pose 3d face reconstruction from a single image via direct volumetric cnn regression
Aaron S Jackson, Adrian Bulat, Vasileios Argyriou, and Georgios Tzimiropoulos · 2017
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Learning a model of facial shape and expression from 4d scans
Tianye Li, Timo Bolkart, Michael J Black, Hao Li, and Javier Romero · 2017
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Parametric t-spline face morphable model for detailed fitting in shape subspace
Weilong Peng, Zhiyong Feng, Chao Xu, and Yong Su · 2017
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Learning detailed face reconstruction from a single image
Elad Richardson, Matan Sela, Roy Or-El, and Ron Kimmel · 2017
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Evolution strategies as a scalable alternative to reinforcement learning
Tim Salimans, Jonathan Ho, Xi Chen, Szymon Sidor, and Ilya Sutskever · 2017
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Mofa: Model-based deep convolutional face autoencoder for unsupervised monocular reconstruction
Ayush Tewari, Michael Zollhofer, Hyeongwoo Kim, Pablo Garrido, Florian Bernard, Patrick Perez, and Christian Theobalt · 2017
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Regressing robust and discriminative 3d morphable models with a very deep neural network
Anh Tuan Tran, Tal Hassner, Iacopo Masi, and Gérard Medioni · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
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Unsupervised creation of parameterized avatars
Lior Wolf, Yaniv Taigman, and Adam Polyak · 2017
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Morphable face models-an open framework
Thomas Gerig, Andreas Morel-Forster, Clemens Blumer, Bernhard Egger, Marcel Luthi, Sandro Schönborn, and Thomas Vetter · 2018
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Extreme 3d face reconstruction: Seeing through occlusions
Anh Tuan Tran, Tal Hassner, Iacopo Masi, Eran Paz, Yuval Nirkin, and Gérard Medioni · 2018
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Face-to-parameter translation for game character auto-creation
Tianyang Shi, Yi Yuan, Changjie Fan, Zhengxia Zou, Zhenwei Shi, and Yong Liu · 2019
Cited alongside, same era.
Neural rendering for game character auto-creation
Tianyang Shi, Zhengxia Zou, Zhenwei Shi, and Yi Yuan · 2020
Applied monocular reconstruction of parametric faces with domain engineering
Igor Borovikov, Karine Levonyan, Jon Rein, Pawel Wrotek, and Nitish Victor · 2022
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Text and image guided 3d avatar generation and manipulation
Zehranaz Canfes, M Furkan Atasoy, Alara Dirik, and Pinar Yanardag · 2022
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Stylegan-nada: Clip-guided domain adaptation of image generators
Rinon Gal, Or Patashnik, Haggai Maron, Amit H Bermano, Gal Chechik, and Daniel Cohen-Or · 2022
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Avatarclip: Zero-shot text-driven generation and animation of 3d avatars
Fangzhou Hong, Mingyuan Zhang, Liang Pan, Zhongang Cai, Lei Yang, and Ziwei Liu · 2022
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Zero-shot text-guided object generation with dream fields
Ajay Jain, Ben Mildenhall, Jonathan T Barron, Pieter Abbeel, and Ben Poole · 2022
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Cited alongside, same era.
Neutral face game character auto-creation via pokerface-gan
Tianyang Shi, Zhengxia Zou, Xinhui Song, Zheng Song, Changjian Gu, Changjie Fan, and Yi Yuan · 2020
Cited alongside, same era.
Fast and robust face-to-parameter translation for game character auto-creation
Tianyang Shi, Zhengxia Zuo, Yi Yuan, and Changjie Fan · 2020
Cited alongside, same era.
Talk-to-edit: Fine-grained facial editing via dialog
Yuming Jiang, Ziqi Huang, Xingang Pan, Chen Change Loy, and Ziwei Liu · 2021
Cited alongside, same era.
Diffusionclip: Text-guided image manipulation using diffusion models
Gwanghyun Kim and Jong Chul Ye · 2021
Cited alongside, same era.
Meingame: Create a game character face from a single portrait
Jiangke Lin, Yi Yuan, and Zhengxia Zou · 2021
Cited alongside, same era.
A survey on evolutionary neural architecture search
Yuqiao Liu, Yanan Sun, Bing Xue, Mengjie Zhang, Gary G Yen, and Kay Chen Tan · 2021
Cited alongside, same era.
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Text2human: Text-driven controllable human image generation
Yuming Jiang, Shuai Yang, Haonan Qju, Wayne Wu, Chen Change Loy, and Ziwei Liu · 2022
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Clip-mesh: Generating textured meshes from text using pretrained image-text models
Nasir Khalid, Tianhao Xie, Eugene Belilovsky, and Tiberiu Popa · 2022
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Text2mesh: Text-driven neural stylization for meshes
Oscar Michel, Roi Bar-On, Richard Liu, Sagie Benaim, and Rana Hanocka · 2022
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Dreamfusion: Text-to-3d using 2d diffusion
Ben Poole, Ajay Jain, Jonathan T Barron, and Ben Mildenhall · 2022
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Hierarchical text-conditional image generation with clip latents
Aditya Ramesh, Prafulla Dhariwal, Alex Nichol, Casey Chu, and Mark Chen · 2022
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High-resolution image synthesis with latent diffusion models
Robin Rombach, Andreas Blattmann, Dominik Lorenz, Patrick Esser, and Björn Ommer · 2022
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Clip-forge: Towards zero-shot text-to-shape generation
Aditya Sanghi, Hang Chu, Joseph G Lambourne, Ye Wang, Chin-Yi Cheng, Marco Fumero, and Kamal Rahimi Malekshan · 2022
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Clip-nerf: Text-and-image driven manipulation of neural radiance fields
Can Wang, Menglei Chai, Mingming He, Dongdong Chen, and Jing Liao · 2022
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Hairclip: Design your hair by text and reference image
Tianyi Wei, Dongdong Chen, Wenbo Zhou, Jing Liao, Zhentao Tan, Lu Yuan, Weiming Zhang, and Nenghai Yu · 2022
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Predict, prevent, and evaluate: Disentangled text-driven image manipulation empowered by pre-trained vision-language model
Zipeng Xu, Tianwei Lin, Hao Tang, Fu Li, Dongliang He, Nicu Sebe, Radu Timofte, Luc Van Gool, and Errui Ding · 2022
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Towards counterfactual image manipulation via clip
Yingchen Yu, Fangneng Zhan, Rongliang Wu, Jiahui Zhang, Shijian Lu, Miaomiao Cui, Xuansong Xie, Xian-Sheng Hua, and Chunyan Miao · 2022
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Learning to prompt for vision-language models
Kaiyang Zhou, Jingkang Yang, Chen Change Loy, and Ziwei Liu · 2022
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