Jalali, Mohammad

6 publications

NeurIPS 2025 SPARKE: Scalable Prompt-Aware Diversity and Novelty Guidance in Diffusion Models via RKE Score Mohammad Jalali, Haoyu Lei, Amin Gohari, Farzan Farnia

ICCV 2025 Scendi Score: Prompt-Aware Diversity Evaluation via Schur Complement of CLIP Embeddings Azim Ospanov, Mohammad Jalali, Farzan Farnia

ICML 2025 Towards an Explainable Comparison and Alignment of Feature Embeddings Mohammad Jalali, Bahar Dibaei Nia, Farzan Farnia

CVPR 2025 Unveiling Differences in Generative Models: A Scalable Differential Clustering Approach Jingwei Zhang, Mohammad Jalali, Cheuk Ting Li, Farzan Farnia

NeurIPS 2024 Towards a Scalable Reference-Free Evaluation of Generative Models Azim Ospanov, Jingwei Zhang, Mohammad Jalali, Xuenan Cao, Andrej Bogdanov, Farzan Farnia

NeurIPS 2023 An Information-Theoretic Evaluation of Generative Models in Learning Multi-Modal Distributions Mohammad Jalali, Cheuk Ting Li, Farzan Farnia