2 citations · 3 across the 3 of their papers we have counts for
4 papers
Exact Minimum-Volume Confidence Set Intersection for Multinomial Outcomes
Heguang Lin, Binhao Chen, Mengze Li +2
Computation of confidence sets is central to data science and machine learning, serving as the workhorse of A/B testing and underpinning the operation and analysis of reinforcement…
Non-asymptotic convergence bound of conditional diffusion models
Mengze Li
Learning and generating various types of data based on conditional diffusion models has been a research hotspot in recent years. Although conditional diffusion models have made con…
PRISM-0: A Predicate-Rich Scene Graph Generation Framework for Zero-Shot Open-Vocabulary Tasks
Abdelrahman Elskhawy, Mengze Li, Nassir Navab +1
In Scene Graph Generation (SGG), structured representations are extracted from visual inputs as object nodes and connecting predicates, enabling image-based reasoning for diverse d…
Generalization Gap in Data Augmentation: Insights from Illumination
Jianqiang Xiao, Weiwen Guo, Junfeng Liu +1
In the field of computer vision, data augmentation is widely used to enrich the feature complexity of training datasets with deep learning techniques. However, regarding the genera…