3 citations · 3 across the 3 of their papers we have counts for
3 papers
Should I take a walk? Estimating Energy Expenditure from Video Data
Kunyu Peng, Alina Roitberg, Kailun Yang +2
We explore the problem of automatically inferring the amount of kilocalories used by human during physical activity from his/her video observation. To study this underresearched ta…
Exploring Event-driven Dynamic Context for Accident Scene Segmentation
Jiaming Zhang, Kailun Yang, Rainer Stiefelhagen
The robustness of semantic segmentation on edge cases of traffic scene is a vital factor for the safety of intelligent transportation. However, most of the critical scenes of traff…
A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues
Mohamed Abdelhack, Jiaming Zhang, Sandhya Tripathi +5
Data missingness and quality are common problems in machine learning, especially for high-stakes applications such as healthcare. Developers often train machine learning models on…