Shysheya, Aliaksandra

1. Few-Shot Adversarial Learning of Realistic Neural Talking Head Models
   2019/05/20 by Egor Zakharov, Zakharov, Egor, Aliaksandra Shysheya +5 · 7 voices · 8 citations
   #cs.CV #cs.GR #cs.LG
2. On conditional diffusion models for PDE simulations
   2024/10/21 by Aliaksandra Shysheya, Shysheya, Aliaksandra, Cristiana Diaconu +11 · 13 citations
   Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Gaussian Processes and Bayesian Inference #Machine Learning in Healthcare
3. Fast Bi-layer Neural Synthesis of One-Shot Realistic Head Avatars
   2020/08/24 by Zakharov, Egor, Ivakhnenko, Aleksei, Shysheya, Aliaksandra +1 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
4. Transformer Neural Autoregressive Flows
   2024/01/03 by Massimiliano Patacchiola, Aliaksandra Shysheya, Patacchiola, Massimiliano +5 · 3 citations
   Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis #Neural Networks and Applications
5. Denoising Diffusion Probabilistic Models in Six Simple Steps
   2024/02/06 by Richard E. Turner, Turner, Richard E., Cristiana-Diana Diaconu +9 · 1 voice · 2 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
6. Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification
   2022/06/20 by Patacchiola, Massimiliano, Bronskill, John, Shysheya, Aliaksandra +3 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. Diffusion-Augmented Neural Processes
   2023/11/16 by Lorenzo Bonito, Bonito, Lorenzo, James Requeima +5 · 1 citation
   Computer Science · #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning in Healthcare
8. Textured Neural Avatars
   2019/05/21 by Aliaksandra Shysheya, Shysheya, Aliaksandra, Egor Zakharov +21 · 1 citation
   Computer Science · Engineering · #Human Pose and Action Recognition #3D Shape Modeling and Analysis #Advanced Vision and Imaging