Self-Supervised Learning

3 papers 2 Conference 1 Journal

Online Neural Denoising with Cross-Regression for Interactive Rendering

Hajin Choi, Seokpyo Hong, Inwoo Ha, Nahyup Kang, Bochang Moon

Journal SIGGRAPH Asia 2024 Monte Carlo Denoising Interactive Rendering Online Learning Cross Regression Self-Supervised Learning

PC-Planner: Physics-Constrained Self-Supervised Learning for Robust Neural Motion Planning with Shape-Aware Distance Function

Xujie Shen, Haocheng Peng, Zesong Yang, Juzhan Xu, Hujun Bao, Ruizhen Hu, Zhaopeng Cui

Conference SIGGRAPH Asia 2024 Motion Planning Robot Navigation Eikonal Equation Self-Supervised Learning Signed Distance Field

SPARK: Self-supervised Personalized Real-time Monocular Face Capture

Kelian Baert, Shrisha Bharadwaj, Fabien Castan, Benoit Maujean, Marc Christie, Victoria Fernández Abrevaya, Adnane Boukhayma

Conference SIGGRAPH Asia 2024 Face Capture Face Reconstruction Personalized Avatar Monocular Self-Supervised Learning