Performance Analysis
UniAR: A Unified model for predicting human Attention and Responses on visual content
Progress in human behavior modeling involves understanding both implicit, early-stage perceptual behavior, such as human attention, and explicit, later-stage behavior, such as subjective preferences or likes.
Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium
Lagrangian approach, which involves adding a regularization term to the loss function.
Bootstrapping Top-down Information for Self-modulating Slot Attention Dongwon Kim 1 Seoyeon Kim
However, in complex visual environments, these methods often fall short due to the heterogeneous nature of visual features within an object.
Membership Inference Attacks against Large Vision-Language Models
We believe that our work can deepen the understanding and methodology of MIAs in the context of VLLMs.
