🏢 Chinese University of Hong Kong

NILE framework significantly boosts LLM performance by aligning instruction-tuning datasets with pre-trained internal knowledge, achieving up to 68.5% gains.

Neural LightRig uses multi-light diffusion to accurately estimate object normals and materials from a single image, outperforming existing methods.

Imagine360: Generating immersive 360° videos from perspective videos, improving quality and accessibility of 360° content creation.

Video-3D LLM masters 3D scene understanding by cleverly fusing video data with 3D positional encoding, achieving state-of-the-art performance.