4 papers
SepGen: Multi-Stem Audio-Video Separation and Generation in a Single Model
Aviad Dahan, Rajaei Khatib, Yonatan Bitton +3
A 4D audio-visual scene comprises a video, the dynamic geometry it depicts, and the sound sources that populate it, each with its own position and trajectory. Rendering such a scen…
DIP-GS: Deep Image Prior For Gaussian Splatting Sparse View Recovery
Rajaei Khatib, Raja Giryes
3D Gaussian Splatting (3DGS) is a leading 3D scene reconstruction method, obtaining high-quality reconstruction with real-time rendering runtime performance. The main idea behind 3…
TriNeRFLet: A Wavelet Based Triplane NeRF Representation
Rajaei Khatib, Raja Giryes
In recent years, the neural radiance field (NeRF) model has gained popularity due to its ability to recover complex 3D scenes. Following its success, many approaches proposed diffe…
Learned Greedy Method (LGM): A Novel Neural Architecture for Sparse Coding and Beyond
Rajaei Khatib, Dror Simon, Michael Elad
The fields of signal and image processing have been deeply influenced by the introduction of deep neural networks. These are successfully deployed in a wide range of real-world app…