Aliaksandra Shysheya

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Image Classification

Top Venues

Publications

Massimiliano Patacchiola, Aliaksandra Shysheya, Katja Hofmann, Richard E. Turner
Transformer Neural Autoregressive Flows. CoRR (2024)
Richard E. Turner, Cristiana-Diana Diaconu, Stratis Markou, Aliaksandra Shysheya, Andrew Y. K. Foong, Bruno Mlodozeniec
Denoising Diffusion Probabilistic Models in Six Simple Steps. CoRR (2024)
Lorenzo Bonito, James Requeima, Aliaksandra Shysheya, Richard E. Turner
Diffusion-Augmented Neural Processes. CoRR (2023)
Aliaksandra Shysheya, John Bronskill, Massimiliano Patacchiola, Sebastian Nowozin, Richard E. Turner
FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification. ICLR (2023)
Marlon Tobaben, Aliaksandra Shysheya, John Bronskill, Andrew Paverd, Shruti Tople, Santiago Zanella Béguelin, Richard E. Turner, Antti Honkela
On the Efficacy of Differentially Private Few-shot Image Classification. Trans. Mach. Learn. Res. 2023 (2023)
Marlon Tobaben, Aliaksandra Shysheya, John Bronskill, Andrew Paverd, Shruti Tople, Santiago Zanella Béguelin, Richard E. Turner, Antti Honkela
On the Efficacy of Differentially Private Few-shot Image Classification. CoRR (2023)
Aliaksandra Shysheya, John Bronskill, Massimiliano Patacchiola, Sebastian Nowozin, Richard E. Turner
FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification. CoRR (2022)
Massimiliano Patacchiola, John Bronskill, Aliaksandra Shysheya, Katja Hofmann, Sebastian Nowozin, Richard E. Turner
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification. NeurIPS (2022)
Massimiliano Patacchiola, John Bronskill, Aliaksandra Shysheya, Katja Hofmann, Sebastian Nowozin, Richard E. Turner
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification. CoRR (2022)
Egor Zakharov, Aleksei Ivakhnenko, Aliaksandra Shysheya, Victor S. Lempitsky
Fast Bi-layer Neural Synthesis of One-Shot Realistic Head Avatars. CoRR (2020)
Egor Zakharov, Aleksei Ivakhnenko, Aliaksandra Shysheya, Victor S. Lempitsky
Fast Bi-Layer Neural Synthesis of One-Shot Realistic Head Avatars. ECCV (12) (2020)
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
Textured Neural Avatars. CVPR (2019)
Egor Zakharov, Aliaksandra Shysheya, Egor Burkov, Victor S. Lempitsky
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models. CoRR (2019)
Egor Zakharov, Aliaksandra Shysheya, Egor Burkov, Victor S. Lempitsky
Few-Shot Adversarial Learning of Realistic Neural Talking Head Models. ICCV (2019)
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
Textured Neural Avatars. CoRR (2019)