3 papers
cs.AI2026
QQJ: Quantifying Qualitative Judgment for Scalable and Human-Aligned Evaluation of Generative AI
Marjan Veysi, Pirooz Shamsinejadbabaki, Mohammad Zare +1
The rapid progress of generative artificial intelligence has exposed fundamental limitations in existing evaluation methodologies, particularly for open-ended, creative, and human-…
cs.CR2026
Res-MIA: A Training-Free Resolution-Based Membership Inference Attack on Federated Learning Models
Mohammad Zare, Pirooz Shamsinejadbabaki
Membership inference attacks (MIAs) pose a serious threat to the privacy of machine learning models by allowing adversaries to determine whether a specific data sample was included…
cs.CV2025
Semimage: HSV-Based Semantic Image Encoding for Disentangled Text Representation
Mohammad Zare
We propose SemImage, a novel method for representing a text document as a two-dimensional semantic image to be processed by convolutional neural networks (CNNs). In a SemImage, eac…