1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.CL2025
nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow
Geliang Ouyang, Jingyao Chen, Zhihe Nie +4
Natural Language to Visualization (NL2Vis) seeks to convert natural-language descriptions into visual representations of given tables, empowering users to derive insights from larg…
stat.ML2023★ 1 cited
Unraveling Projection Heads in Contrastive Learning: Insights from Expansion and Shrinkage
Yu Gui, Cong Ma, Yiqiao Zhong
We investigate the role of projection heads, also known as projectors, within the encoder-projector framework (e.g., SimCLR) used in contrastive learning. We aim to demystify the o…