Yiyi Liao

KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3D

Yiyi Liao, Jun Xie, Andreas Geiger · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 576 citations

Artificial Intelligence, Scene Analysis, Suburban Driving Dataset +18

GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis

Katja Schwarz, Yiyi Liao, Michael Niemeyer et al. · arXiv (Cornell University) · 2020 · 322 citations · Full text

Realistic Rendering, Engineering, Machine Learning +17

Deep Marching Cubes: Learning Explicit Surface Representations

Yiyi Liao, Simon Donné, Andreas Geiger · 2018 · 262 citations

Geometric Learning, Engineering, Machine Learning +23

Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation

Xiao Fu, Shangzhan Zhang, Tianrun Chen et al. · 2022 · 133 citations

Scene Analysis, Engineering, Machine Learning +16

Parse geometry from a line: Monocular depth estimation with partial laser observation

Yiyi Liao, Lichao Huang, Yue Wang et al. · 2017 · 124 citations

Engineering, Machine Learning, Geometry +23