12 citations · 29 across the 11 of their papers we have counts for
11 papers
Attributing Image Generative Models using Latent Fingerprints
Guangyu Nie, Changhoon Kim, Yezhou Yang +1
Generative models have enabled the creation of contents that are indistinguishable from those taken from nature. Open-source development of such models raised concerns about the ri…
When Shall I Be Empathetic? The Utility of Empathetic Parameter Estimation in Multi-Agent Interactions
Yi Chen, Lei Zhang, Tanner Merry +3
Human-robot interactions (HRI) can be modeled as dynamic or differential games with incomplete information, where each agent holds private reward parameters. Due to the open challe…
Decentralized Attribution of Generative Models
Changhoon Kim, Yi Ren, Yezhou Yang
Growing applications of generative models have led to new threats such as malicious personation and digital copyright infringement. One solution to these threats is model attributi…
Form + Function: Optimizing Aesthetic Product Design via Adaptive, Geometrized Preference Elicitation
Namwoo Kang, Yi Ren, Fred Feinberg +1
Visual design is critical to product success, and the subject of intensive marketing research effort. Yet visual elements, due to their holistic and interactive nature, do not lend…
Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning
Jiaying Lu, Xin Ye, Yi Ren +1
Multiple-choice VQA has drawn increasing attention from researchers and end-users recently. As the demand for automatically constructing large-scale multiple-choice VQA data grows,…
Image Decomposition and Classification through a Generative Model
Houpu Yao, Malcolm Regan, Yezhou Yang +1
We demonstrate in this paper that a generative model can be designed to perform classification tasks under challenging settings, including adversarial attacks and input distributio…