Mazda Moayeri
University of Maryland, College Park(US)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Domain Adaptation and Few-Shot Learning, Topic Modeling, Advanced Neural Network Applications, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes(2022)42 cited
- → An Introduction to Vision-Language Modeling(2024)33 cited
- → WorldBench: Quantifying Geographic Disparities in LLM Factual Recall(2024)20 cited
- → Sample Efficient Detection and Classification of Adversarial Attacks via Self-Supervised Embeddings(2021)19 cited
- → A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation(2023)9 cited
- → Explicit Tradeoffs between Adversarial and Natural Distributional Robustness(2022)5 cited
- → Core Risk Minimization using Salient ImageNet(2022)3 cited
- → Text2Concept: Concept Activation Vectors Directly from Text(2023)3 cited
- → Neural Symbolic Music Genre Transfer Insights(2020)3 cited
- → Text-To-Concept (and Back) via Cross-Model Alignment(2023)3 cited