no code implementations • 19 Dec 2023 • Chaojian Li, Bichen Wu, Peter Vajda, Yingyan, Lin
Neural Radiance Field (NeRF) has emerged as a leading technique for novel view synthesis, owing to its impressive photorealistic reconstruction and rendering capability.
no code implementations • 24 Oct 2023 • Shunyao Zhang, Yonggan Fu, Shang Wu, Jyotikrishna Dass, Haoran You, Yingyan, Lin
To this end, we propose a framework called NetDistiller to boost the achievable accuracy of TNNs by treating them as sub-networks of a weight-sharing teacher constructed by expanding the number of channels of the TNN.
no code implementations • 24 Jun 2023 • Shichang Zhang, Atefeh Sohrabizadeh, Cheng Wan, Zijie Huang, Ziniu Hu, Yewen Wang, Yingyan, Lin, Jason Cong, Yizhou Sun
Graph neural networks (GNNs) are emerging for machine learning research on graph-structured data.