16 citations · 21 across the 6 of their papers we have counts for
6 papers
A Boosted Model Ensembling Approach to Ball Action Spotting in Videos: The Runner-Up Solution to CVPR'23 SoccerNet Challenge
Luping Wang, Hao Guo, Bin Liu
This technical report presents our solution to Ball Action Spotting in videos. Our method reached second place in the CVPR'23 SoccerNet Challenge. Details of this challenge can be…
NormSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly
Yi R. Fung, Tuhin Chakraborty, Hao Guo +3
Norm discovery is important for understanding and reasoning about the acceptable behaviors and potential violations in human communication and interactions. We introduce NormSage,…
PFGE: Parsimonious Fast Geometric Ensembling of DNNs
Hao Guo, Jiyong Jin, Bin Liu
Ensemble methods are commonly used to enhance the generalization performance of machine learning models. However, they present a challenge in deep learning systems due to the high…
Stochastic Weight Averaging Revisited
Hao Guo, Jiyong Jin, Bin Liu
Averaging neural network weights sampled by a backbone stochastic gradient descent (SGD) is a simple yet effective approach to assist the backbone SGD in finding better optima, in…
LSENet: Location and Seasonality Enhanced Network for Multi-Class Ocean Front Detection
Cui Xie, Hao Guo, Junyu Dong
Ocean fronts can cause the accumulation of nutrients and affect the propagation of underwater sound, so high-precision ocean front detection is of great significance to the marine…
A Hierarchical User Intention-Habit Extract Network for Credit Loan Overdue Risk Detection
Hao Guo, Xintao Ren, Rongrong Wang +3
More personal consumer loan products are emerging in mobile banking APP. For ease of use, application process is always simple, which means that few application information is requ…