Search Results for author: Yiru Chen

Found 5 papers, 0 papers with code

Improving Vision-and-Language Reasoning via Spatial Relations Modeling

no code implementations9 Nov 2023 Cheng Yang, Rui Xu, Ye Guo, Peixiang Huang, Yiru Chen, Wenkui Ding, Zhongyuan Wang, Hong Zhou

Further, we design two pre-training tasks named object position regression (OPR) and spatial relation classification (SRC) to learn to reconstruct the spatial relation graph respectively.

Position regression Relation +3

NL2INTERFACE: Interactive Visualization Interface Generation from Natural Language Queries

no code implementations19 Sep 2022 Yiru Chen, Ryan Li, Austin Mac, Tianbao Xie, Tao Yu, Eugene Wu

We develop NL2INTERFACE to explore the potential of generating usable interactive multi-visualization interfaces from natural language queries.

Natural Language Queries

Monte Carlo Tree Search for Generating Interactive Data Analysis Interfaces

no code implementations7 Jan 2020 Yiru Chen, Eugene Wu

Interactive tools like user interfaces help democratize data access for end-users by hiding underlying programming details and exposing the necessary widget interface to users.

PSFGAN: a generative adversarial network system for separating quasar point sources and host galaxy light

no code implementations23 Mar 2018 Dominic Stark, Barthelemy Launet, Kevin Schawinski, Ce Zhang, Michael Koss, M. Dennis Turp, Lia F. Sartori, Hantian Zhang, Yiru Chen, Anna K. Weigel

We test the method using Sloan Digital Sky Survey (SDSS) r-band images with artificial AGN point sources added which are then removed using the GAN and with parametric methods using GALFIT.

Astrophysics of Galaxies Data Analysis, Statistics and Probability

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