Roman Beliy

According to our database, Roman Beliy authored at least 9 papers between 2019 and 2026.

Collaborative distances:

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

2026

Brain-IT-VQA: From Brain Signals to Answers.

Roman Beliy, Matias Cosarinsky, Oliver Heinimann, Navve Wasserman, Michal Irani

CoRR, May, 2026

From Activation to Causality: Discovery of Causal Visual Representations in the Human Brain.

Yuval Golbari, Navve Wasserman, Matias Cosarinsky, Roman Beliy, Aude Oliva, Antonio Torralba, Michal Irani, Tamar Rott Shaham

CoRR, May, 2026

Functional brain-to-brain transformation without shared stimuli.

Navve Wasserman, Roman Beliy, Roy Urbach, Michal Irani

NeuroImage, 2026

2025

Brain-IT: Image Reconstruction from fMRI via Brain-Interaction Transformer.

Roman Beliy, Amit Zalcher, Jonathan Kogman, Navve Wasserman, Michal Irani

CoRR, October, 2025

Don't Judge Before You CLIP: A Unified Approach for Perceptual Tasks.

Amit Zalcher, Navve Wasserman, Roman Beliy, Oliver Heinimann, Michal Irani

Trans. Mach. Learn. Res., 2025

2024

The Wisdom of a Crowd of Brains: A Universal Brain Encoder.

Roman Beliy, Navve Wasserman, Amit Zalcher, Michal Irani

CoRR, 2024

2022

Self-supervised Natural Image Reconstruction and Large-scale Semantic Classification from Brain Activity.

Guy Gaziv, Roman Beliy, Niv Granot, Assaf Hoogi, Francesca Strappini, Tal Golan, Michal Irani

NeuroImage, 2022

A Penny for Your (visual) Thoughts: Self-Supervised Reconstruction of Natural Movies from Brain Activity.

Ganit Kupershmidt, Roman Beliy, Guy Gaziv, Michal Irani

CoRR, 2022

2019

From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI.

Roman Beliy, Guy Gaziv, Assaf Hoogi, Francesca Strappini, Tal Golan, Michal Irani

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019