2 papers
cs.CV2026
TraceViT: Grounded Trace Supervision for Visual Abstract Reasoning
Binnan Liu, Yechi Ma, Tian Xie +1
The Abstraction and Reasoning Corpus (ARC) tests whether a model can infer an unseen transformation from a few input-output examples and apply it to a new grid. Looped visual reaso…
cs.GR2025
InstantRetouch: Personalized Image Retouching without Test-time Fine-tuning Using an Asymmetric Auto-Encoder
Temesgen Muruts Weldengus, Binnan Liu, Fei Kou +4
Personalized image retouching aims to adapt retouching style of individual users from reference examples, but existing methods often require user-specific fine-tuning or fail to ge…