Mengtian Li

HybridCR: Weakly-Supervised 3D Point Cloud Semantic Segmentation via Hybrid Contrastive Regularization

Mengtian Li, Yuan Xie, Yunhang Shen et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 89 citations

Huge Labeling Cost, Engineering, Machine Learning +16

FOVEA: Foveated Image Magnification for Autonomous Navigation

Chittesh Thavamani, Mengtian Li, Nicolas Cebron et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 26 citations

Automatic Navigation, Cartography, Machine Vision +15

Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints

Mengtian Li, Ersin Yumer, Deva Ramanan · arXiv (Cornell University) · 2019 · 18 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints

Mengtian Li, Ersin Yumer, Deva Ramanan · International Conference on Learning Representations · 2020 · 16 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +16

Non-expected Route Choice Model under Risk on Stochastic Traffic Networks

Xiangfeng Ji, Xuegang Ban, Mengtian Li et al. · Networks and Spatial Economics · 2017 · 15 citations

Route Choice, Stochastic Traffic Networks, Network Routing Algorithm +8