Neural Graphics Research

Exploring cutting-edge neural compression techniques for graphics applications, with a focus on texture compression for real-time rendering.

Neural Graphics Texture Compression

A novel approach to texture set compression that integrates traditional GPU texture representation and Neural Image Compression techniques, designed to enable random access and support many-channel texture sets.

PyTorchNeural NetworksComputer GraphicsTexture Compression

ML Vision & Instant NeRF

A computer vision platform featuring Neural Radiance Field (NeRF) visualization that transforms 2D images into explorable 3D scenes.

NeRFYOLOSAM2Computer Vision3D Reconstruction