Shevchenko, Violetta

1. A Sampling Theory Perspective on Activations for Implicit Neural Representations
   2024/02/08 by Hemanth Saratchandran, Sameera Ramasinghe, Saratchandran, Hemanth +7 · 7 citations
   Computer Science · Neuroscience · Psychology · #Action Observation and Synchronization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Motor Control and Adaptation #Neural Networks and Applications
2. Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge
   2021/01/15 by Violetta Shevchenko, Shevchenko, Violetta, Damien Teney +5 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
3. On the effectiveness of neural priors in modeling dynamical systems
   2023/03/10 by Sameera Ramasinghe, Hemanth Saratchandran, Ramasinghe, Sameera +5 · 2 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Electrical engineering #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
4. BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling
   2023/02/27 by Ramasinghe, Sameera, Shevchenko, Violetta, Avraham, Gil +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences