Songwong Tasneeyapant

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 6

Top Topics

Variational Approximation

Supervised Learning

Kullback Leibler

Unlabeled Samples

Top Venues

Publications

Jurijs Nazarovs, Rudrasis Chakraborty, Songwong Tasneeyapant, Sathya N. Ravi, Vikas Singh
Mixed Effects Neural ODE: A Variational Approximation for Analyzing the Dynamics of Panel Data. CoRR (2022)
Jurijs Nazarovs, Zhichun Huang, Songwong Tasneeyapant, Rudrasis Chakraborty, Vikas Singh
Understanding Uncertainty Maps in Vision with Statistical Testing. CVPR (2022)
Jurijs Nazarovs, Rudrasis Chakraborty, Songwong Tasneeyapant, Sathya N. Ravi, Vikas Singh
A variational approximation for analyzing the dynamics of panel data. UAI (2021)
Vishnu Suresh Lokhande, Songwong Tasneeyapant, Abhay Venkatesh, Sathya N. Ravi, Vikas Singh
Generating Accurate Pseudo-Labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations. CVPR (2020)
Vishnu Suresh Lokhande, Sathya N. Ravi, Songwong Tasneeyapant, Abhay Venkatesh, Vikas Singh
Generating Accurate Pseudo-labels via Hermite Polynomials for SSL Confidently. CoRR (2019)
Majeed Thaika, Songwong Tasneeyapant, Sunsern Cheamanunkul
A Fast, Scalable, Unsupervised Approach to Real-time Traffic Incident Detection. JCSSE (2018)