Shevchenko, Violetta

8 publications

NeurIPS 2025 Mixtures of Subspaces for Bandwidth Efficient Context Parallel Training Sameera Ramasinghe, Thalaiyasingam Ajanthan, Hadi Mohaghegh Dolatabadi, Gil Avraham, Violetta Shevchenko, Yan Zuo, Chamin P Hewa Koneputugodage, Alexander Long

NeurIPS 2025 SRSR: Enhancing Semantic Accuracy in Real-World Image Super-Resolution with Spatially Re-Focused Text-Conditioning Chen Chen, Majid Abdolshah, Violetta Shevchenko, Hongdong Li, Chang Xu, Pulak Purkait

NeurIPS 2025 Unextractable Protocol Models: Collaborative Training and Inference Without Weight Materialization Alexander Long, Chamin P Hewa Koneputugodage, Thalaiyasingam Ajanthan, Yan Zuo, Gil Avraham, Violetta Shevchenko, Hadi Mohaghegh Dolatabadi, Sameera Ramasinghe

ICML 2024 A Sampling Theory Perspective on Activations for Implicit Neural Representations Hemanth Saratchandran, Sameera Ramasinghe, Violetta Shevchenko, Alexander Long, Simon Lucey

CVPR 2024 Accept the Modality Gap: An Exploration in the Hyperbolic Space Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Ajanthan Thalaiyasingam

AAAI 2024 BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Anton van den Hengel

ICLR 2024 Improving the Convergence of Dynamic NeRFs via Optimal Transport Sameera Ramasinghe, Violetta Shevchenko, Gil Avraham, Hisham Husain, Anton van den Hengel

ICMLW 2023 On the Effectiveness of Neural Priors in Modeling Dynamical Systems Sameera Ramasinghe, Hemanth Saratchandran, Violetta Shevchenko, Simon Lucey