4 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.CV2023
Cross-Dimensional Refined Learning for Real-Time 3D Visual Perception from Monocular Video
Ziyang Hong, C. Patrick Yue
We present a novel real-time capable learning method that jointly perceives a 3D scene's geometry structure and semantic labels. Recent approaches to real-time 3D scene reconstruct…
cs.LG2022★ 4 cited
CTRL: Clustering Training Losses for Label Error Detection
Chang Yue, Niraj K. Jha
In supervised machine learning, use of correct labels is extremely important to ensure high accuracy. Unfortunately, most datasets contain corrupted labels. Machine learning models…
cs.LG2021
Efficient Training Convolutional Neural Networks on Edge Devices with Gradient-pruned Sign-symmetric Feedback Alignment
Ziyang Hong, C. Patrick Yue
With the prosperity of mobile devices, the distributed learning approach enabling model training with decentralized data has attracted wide research. However, the lack of training…