Aliaksandra Shysheya

According to our database, Aliaksandra Shysheya authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

On conditional diffusion models for PDE simulations.

Aliaksandra Shysheya, Cristiana Diaconu, Federico Bergamin, Paris Perdikaris, José Miguel Hernández-Lobato, Richard E. Turner, Emile Mathieu

CoRR, 2024

Denoising Diffusion Probabilistic Models in Six Simple Steps.

Richard E. Turner, Cristiana-Diana Diaconu, Stratis Markou, Aliaksandra Shysheya, Andrew Y. K. Foong, Bruno Mlodozeniec

CoRR, 2024

Transformer Neural Autoregressive Flows.

Massimiliano Patacchiola, Aliaksandra Shysheya, Katja Hofmann, Richard E. Turner

CoRR, 2024

2023

On the Efficacy of Differentially Private Few-shot Image Classification.

Marlon Tobaben, Aliaksandra Shysheya, John Bronskill, Andrew Paverd, Shruti Tople, Santiago Zanella Béguelin, Richard E. Turner, Antti Honkela

Trans. Mach. Learn. Res., 2023

Diffusion-Augmented Neural Processes.

Lorenzo Bonito, James Requeima, Aliaksandra Shysheya, Richard E. Turner

CoRR, 2023

FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification.

Aliaksandra Shysheya, John Bronskill, Massimiliano Patacchiola, Sebastian Nowozin, Richard E. Turner

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification.

Massimiliano Patacchiola, John Bronskill, Aliaksandra Shysheya, Katja Hofmann, Sebastian Nowozin, Richard E. Turner

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

Fast Bi-Layer Neural Synthesis of One-Shot Realistic Head Avatars.

Egor Zakharov, Aleksei Ivakhnenko, Aliaksandra Shysheya, Victor S. Lempitsky

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Few-Shot Adversarial Learning of Realistic Neural Talking Head Models.

Egor Zakharov, Aliaksandra Shysheya, Egor Burkov, Victor S. Lempitsky

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Textured Neural Avatars.

Aliaksandra Shysheya, Egor Zakharov, Kara-Ali Aliev, Renat Bashirov, Egor Burkov, Karim Iskakov, Aleksei Ivakhnenko, Yury Malkov, Igor Pasechnik, Dmitry Ulyanov, Alexander Vakhitov, Victor S. Lempitsky

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019