2 papers
cs.AI2025
MapExplorer: New Content Generation from Low-Dimensional Visualizations
Xingjian Zhang, Ziyang Xiong, Shixuan Liu +6
Low-dimensional visualizations, or "projection maps," are widely used in scientific and creative domains to interpret large-scale and complex datasets. These visualizations not onl…
cs.LG2025
Clear Preferences Leave Traces: Reference Model-Guided Sampling for Preference Learning
Nirav Diwan, Tolga Ergen, Dongsub Shim +1
Direct Preference Optimization (DPO) has emerged as a de-facto approach for aligning language models with human preferences. Recent work has shown DPO's effectiveness relies on tra…