Violetta Shevchenko

According to our database, Violetta Shevchenko authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

A sampling theory perspective on activations for implicit neural representations.

Hemanth Saratchandran, Sameera Ramasinghe, Violetta Shevchenko, Alexander Long, Simon Lucey

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Improving the Convergence of Dynamic NeRFs via Optimal Transport.

Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Hisham Husain, Anton van den Hengel

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Accept the Modality Gap: An Exploration in the Hyperbolic Space.

Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Thalaiyasingam Ajanthan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling.

Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Anton van den Hengel

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

On the effectiveness of neural priors in modeling dynamical systems.

Sameera Ramasinghe, Hemanth Saratchandran, Violetta Shevchenko, Simon Lucey

CoRR, 2023

BaLi-RF: Bandlimited Radiance Fields for Dynamic Scene Modeling.

Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Anton van den Hengel

CoRR, 2023

2022

EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering.

Violetta Shevchenko, Ehsan Abbasnejad, Anthony R. Dick, Anton van den Hengel, Damien Teney

CoRR, 2022

2021

Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge.

Violetta Shevchenko, Damien Teney, Anthony R. Dick, Anton van den Hengel

CoRR, 2021

2020

Visual Question Answering with Prior Class Semantics.

Violetta Shevchenko, Damien Teney, Anthony R. Dick, Anton van den Hengel

CoRR, 2020

2018

Fish Detection from Low Visibility Underwater Videos.

Violetta Shevchenko, Tuomas Eerola, Arto Kaarna

Proceedings of the 24th International Conference on Pattern Recognition, 2018