| A comprehensive study of image classification model sensitivity to foregrounds, backgrounds, and visual attributes M Moayeri, P Pope, Y Balaji, S Feizi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 48 | 2022 |
| Text-to-concept (and back) via cross-model alignment M Moayeri, K Rezaei, M Sanjabi, S Feizi International Conference on Machine Learning, 25037-25060, 2023 | 27 | 2023 |
| Sample efficient detection and classification of adversarial attacks via self-supervised embeddings M Moayeri, S Feizi Proceedings of the IEEE/CVF international conference on computer vision …, 2021 | 27 | 2021 |
| Explicit tradeoffs between adversarial and natural distributional robustness M Moayeri, K Banihashem, S Feizi Advances in Neural Information Processing Systems 35, 38761-38774, 2022 | 21 | 2022 |
| Hard imagenet: Segmentations for objects with strong spurious cues M Moayeri, S Singla, S Feizi Advances in Neural Information Processing Systems 35, 10068-10077, 2022 | 20 | 2022 |
| A holistic approach to unifying automatic concept extraction and concept importance estimation T Fel, V Boutin, L Béthune, R Cadène, M Moayeri, L Andéol, M Chalvidal, ... Advances in Neural Information Processing Systems 36, 2024 | 16 | 2024 |
| Core risk minimization using salient imagenet S Singla, M Moayeri, S Feizi arXiv preprint arXiv:2203.15566, 2022 | 8 | 2022 |
| An introduction to vision-language modeling F Bordes, RY Pang, A Ajay, AC Li, A Bardes, S Petryk, O Mañas, Z Lin, ... arXiv preprint arXiv:2405.17247, 2024 | 7 | 2024 |
| Neural symbolic music genre transfer insights G Brunner, M Moayeri, O Richter, R Wattenhofer, C Zhang Machine Learning and Knowledge Discovery in Databases: International …, 2020 | 6 | 2020 |
| Data-centric debugging: mitigating model failures via targeted data collection S Singla, AM Chegini, M Moayeri, S Feiz arXiv preprint arXiv:2211.09859, 2022 | 5 | 2022 |
| Spuriosity rankings: sorting data to measure and mitigate biases M Moayeri, W Wang, S Singla, S Feizi Advances in Neural Information Processing Systems 36, 41572-41600, 2023 | 3 | 2023 |
| Text2concept: Concept activation vectors directly from text M Moayeri, K Rezaei, M Sanjabi, S Feizi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 3 | 2023 |
| Spuriosity rankings: Sorting data for spurious correlation robustness M Moayeri, W Wang, S Singla, S Feizi arXiv preprint arXiv:2212.02648, 2022 | 3 | 2022 |
| PRIME: Prioritizing Interpretability in Failure Mode Extraction K Rezaei, M Saberi, M Moayeri, S Feizi arXiv preprint arXiv:2310.00164, 2023 | 2 | 2023 |
| WorldBench: Quantifying Geographic Disparities in LLM Factual Recall M Moayeri, E Tabassi, S Feizi The 2024 ACM Conference on Fairness, Accountability, and Transparency, 1211-1228, 2024 | 1 | 2024 |
| Embracing Diversity: Interpretable Zero-shot classification beyond one vector per class M Moayeri, M Rabbat, M Ibrahim, D Bouchacourt The 2024 ACM Conference on Fairness, Accountability, and Transparency, 2302-2321, 2024 | 1 | 2024 |
| Rethinking Artistic Copyright Infringements in the Era of Text-to-Image Generative Models M Moayeri, S Basu, S Balasubramanian, P Kattakinda, A Chengini, ... arXiv preprint arXiv:2404.08030, 2024 | 1 | 2024 |
| Understanding and Mitigating Compositional Issues in Text-to-Image Generative Models A Zarei, K Rezaei, S Basu, M Saberi, M Moayeri, P Kattakinda, S Feizi arXiv preprint arXiv:2406.07844, 2024 | | 2024 |
| Data-Centric Debugging: mitigating model failures via targeted image retrieval S Singla, AM Chegini, M Moayeri, S Feizi Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2024 | | 2024 |
| Embracing Diversity: Zero-shot Classification Beyond a Single Vector per Class M Moayeri, M Rabbat, M Ibrahim, D Bouchacourt | | |
