Morteza Mardani
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
22
Venues
9
Active years
2011–2026
Best venue rank
A*
Where they publish
Papers
22 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | PROBE: PROcess-Based BEnchmark for Hallucination Detection. | Yu Zhang, Peter Belcak, Shizhe Diao, Yonggan Fu, Shaona Ghosh, Morteza Mardani, Eileen Margaret Peters Long, Bei Yu, Pavlo Molchanov |
| 2025 | ICLR | Heavy-Tailed Diffusion Models. | Kushagra Pandey, Jaideep Pathak, Yilun Xu, Stephan Mandt, Michael S. Pritchard, Arash Vahdat, Morteza Mardani |
| 2025 | ICLR | Repulsive Latent Score Distillation for Solving Inverse Problems. | Nicolas Zilberstein, Morteza Mardani, Santiago Segarra |
| 2025 | ICML | Adaptive Flow Matching for Resolving Small-Scale Physics. | Stathi Fotiadis, Noah D. Brenowitz, Tomas Geffner, Yair Cohen, Michael S. Pritchard, Arash Vahdat, Morteza Mardani |
| 2024 | ECCV | Compositional Text-to-Image Generation with Feedforward Layout Generation. | Sifei Liu, Weili Nie, An-Chieh Cheng, Morteza Mardani, Chao Liu, Benjamin Eckart, Arash Vahdat |
| 2024 | ICLR | A Variational Perspective on Solving Inverse Problems with Diffusion Models. | Morteza Mardani, Jiaming Song, Jan Kautz, Arash Vahdat |
| 2024 | ICLR | Scaling Convex Neural Networks with Burer-Monteiro Factorization. | Arda Sahiner, Tolga Ergen, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci |
| 2024 | ICML | Compositional Text-to-Image Generation with Dense Blob Representations. | Weili Nie, Sifei Liu, Morteza Mardani, Chao Liu, Benjamin Eckart, Arash Vahdat |
| 2024 | SiggraphA | BlobGEN-3D: Compositional 3D-Consistent Freeview Image Generation with 3D Blobs. | Chao Liu, Weili Nie, Sifei Liu, Abhishek Badki, Hang Su, Morteza Mardani, Benjamin Eckart, Arash Vahdat |
| 2023 | ICLR | Pseudoinverse-Guided Diffusion Models for Inverse Problems. | Jiaming Song, Arash Vahdat, Morteza Mardani, Jan Kautz |
| 2023 | ICML | Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation. | Jiaming Song, Qinsheng Zhang, Hongxu Yin, Morteza Mardani, Ming-Yu Liu, Jan Kautz, Yongxin Chen, Arash Vahdat |
| 2023 | MICCAI | SMRD: SURE-Based Robust MRI Reconstruction with Diffusion Models. | Batu Ozturkler, Chao Liu, Benjamin Eckart, Morteza Mardani, Jiaming Song, Jan Kautz |
| 2022 | ICLR | Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit Regularization. | Tolga Ergen, Arda Sahiner, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci |
| 2022 | ICLR | Efficient Token Mixing for Transformers via Adaptive Fourier Neural Operators. | John Guibas, Morteza Mardani, Zongyi Li, Andrew Tao, Anima Anandkumar, Bryan Catanzaro |
| 2022 | ICLR | Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions. | Arda Sahiner, Tolga Ergen, Batu Ozturkler, Burak Bartan, John M. Pauly, Morteza Mardani, Mert Pilanci |
| 2022 | ICML | Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers. | Arda Sahiner, Tolga Ergen, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci |
| 2021 | ICLR | Convex Regularization behind Neural Reconstruction. | Arda Sahiner, Morteza Mardani, Batu Ozturkler, Mert Pilanci, John M. Pauly |
| 2015 | CISS | Online sketching of big categorical data with absent features. | Yanning Shen, Morteza Mardani, Georgios B. Giannakis |
| 2014 | ACSSC | Classification of streaming big data with misses. | Fatemeh Sheikholeslami, Morteza Mardani, Georgios B. Giannakis |
| 2013 | ICASSP | Robust network traffic estimation via sparsity and low rank. | Morteza Mardani, Georgios B. Giannakis |
| 2013 | ICASSP | Rank minimization for subspace tracking from incomplete data. | Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis |
| 2011 | ACSSC | Unveiling anomalies in large-scale networks via sparsity and low rank. | Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis |