45 citations · 51 across the 6 of their papers we have counts for
6 papers
NDC-Scene: Boost Monocular 3D Semantic Scene Completion in Normalized Device Coordinates Space
Jiawei Yao, Chuming Li, Keqiang Sun +4
Monocular 3D Semantic Scene Completion (SSC) has garnered significant attention in recent years due to its potential to predict complex semantics and geometry shapes from a single…
Improving Depth Gradient Continuity in Transformers: A Comparative Study on Monocular Depth Estimation with CNN
Jiawei Yao, Tong Wu, Xiaofeng Zhang
Monocular depth estimation is an ongoing challenge in computer vision. Recent progress with Transformer models has demonstrated notable advantages over conventional CNNs in this ar…
AugDMC: Data Augmentation Guided Deep Multiple Clustering
Jiawei Yao, Enbei Liu, Maham Rashid +1
Clustering aims to group similar objects together while separating dissimilar ones apart. Thereafter, structures hidden in data can be identified to help understand data in an unsu…
Inverse Moment Methods for Sufficient Forecasting using High-Dimensional Predictors
Wei Luo, Lingzhou Xue, Jiawei Yao +1
We consider forecasting a single time series using a large number of predictors in the presence of a possible nonlinear forecast function. Assuming that the predictors affect the r…
Sufficient Forecasting Using Factor Models
Jianqing Fan, Lingzhou Xue, Jiawei Yao
We consider forecasting a single time series when there is a large number of predictors and a possible nonlinear effect. The dimensionality was first reduced via a high-dimensional…
Power Enhancement in High Dimensional Cross-Sectional Tests
Jianqing Fan, Yuan Liao, Jiawei Yao
We propose a novel technique to boost the power of testing a high-dimensional vector $H:\btheta=0$ against sparse alternatives where the null hypothesis is violated only by a coupl…