| 2024 | BMVC | VEMIC: View-aware Entropy model for Multi-view Image Compression. | Susmija Jabbireddy, Davit Soselia, Max Ehrlich, Christopher A. Metzler, Amitabh Varshney |
| 2024 | CVPR | Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing Their Contributions. | Namitha Padmanabhan, Matthew Gwilliam, Pulkit Kumar, Shishira R. Maiya, Max Ehrlich, Abhinav Shrivastava |
| 2024 | ECCV | Coarse-to-Fine Human Mesh Recovery with Transformers. | Vatsal Agarwal, Mara Levy, Max Ehrlich, Youbao Tang, Ning Zhang, Abhinav Shrivastava |
| 2024 | ECCV | Latent-INR: A Flexible Framework for Implicit Representations of Videos with Discriminative Semantics. | Shishira R. Maiya, Anubhav Gupta, Matthew Gwilliam, Max Ehrlich, Abhinav Shrivastava |
| 2024 | WACV | Leveraging Bitstream Metadata for Fast, Accurate, Generalized Compressed Video Quality Enhancement. | Max Ehrlich, Jon Barker, Namitha Padmanabhan, Larry Davis, Andrew Tao, Bryan Catanzaro, Abhinav Shrivastava |
| 2023 | BMVC | Unifying the Harmonic Analysis of Adversarial Attacks and Robustness. | Shishira R. Maiya, Max Ehrlich, Vatsal Agarwal, Ser-Nam Lim, Tom Goldstein, Abhinav Shrivastava |
| 2023 | CVPR | NIRVANA: Neural Implicit Representations of Videos with Adaptive Networks and Autoregressive Patch-Wise Modeling. | Shishira R. Maiya, Sharath Girish, Max Ehrlich, Hanyu Wang, Kwot Sin Lee, Patrick Poirson, Pengxiang Wu, Chen Wang, Abhinav Shrivastava |
| 2022 | ECCV | ReLaX: Retinal Layer Attribution for Guided Explanations of Automated Optical Coherence Tomography Classification. | Evan Wen, ReBecca Sorenson, Max Ehrlich |
| 2020 | ECCV | Quantization Guided JPEG Artifact Correction. | Max Ehrlich, Larry Davis, Ser-Nam Lim, Abhinav Shrivastava |
| 2019 | ICCV | Deep Residual Learning in the JPEG Transform Domain. | Max Ehrlich, Larry Davis |
| 2019 | IGARSS | Unsupervised Super-Resolution of Satellite Imagery for High Fidelity Material Label Transfer. | Arthita Ghosh, Max Ehrlich, Larry Davis, Rama Chellappa |
| 2018 | CVPR | Stacked U-Nets for Ground Material Segmentation in Remote Sensing Imagery. | Arthita Ghosh, Max Ehrlich, Sohil Shah, Larry S. Davis, Rama Chellappa |
| 2017 | CVPR | Action-Affect-Gender Classification Using Multi-task Representation Learning. | Timothy J. Shields, Mohamed R. Amer, Max Ehrlich, Amir Tamrakar |
| 2016 | CVPR | Facial Attributes Classification Using Multi-task Representation Learning. | Max Ehrlich, Timothy J. Shields, Timur R. Almaev, Mohamed R. Amer |