3 papers
cs.DL2019
Delineating Knowledge Domains in the Scientific Literature Using Visual Information
Sean Yang, Po-shen Lee, Jevin D. West +1
Figures are an important channel for scientific communication, used to express complex ideas, models and data in ways that words cannot. However, this visual information is mostly…
cs.LG2019
JECL: Joint Embedding and Cluster Learning for Image-Text Pairs
Sean T. Yang, Kuan-Hao Huang, Bill Howe
We propose JECL, a method for clustering image-caption pairs by training parallel encoders with regularized clustering and alignment objectives, simultaneously learning both repres…
eess.IV2018
Towards improved lossy image compression: Human image reconstruction with public-domain images
Ashutosh Bhown, Soham Mukherjee, Sean Yang +5
Lossy image compression has been studied extensively in the context of typical loss functions such as RMSE, MS-SSIM, etc. However, compression at low bitrates generally produces un…