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Max Ehrlich
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Books and Theses
- 2022
- [b1]Max Ehrlich:
The First Principles of Deep Learning and Compression. University of Maryland, College Park, MD, USA, 2022
Conference and Workshop Papers
- 2024
- [c12]Max Ehrlich, Jon Barker, Namitha Padmanabhan, Larry Davis, Andrew Tao, Bryan Catanzaro, Abhinav Shrivastava:
Leveraging Bitstream Metadata for Fast, Accurate, Generalized Compressed Video Quality Enhancement. WACV 2024: 1506-1516 - 2023
- [c11]Shishira R. Maiya, Max Ehrlich, Vatsal Agarwal, Ser-Nam Lim, Tom Goldstein, Abhinav Shrivastava:
Unifying the Harmonic Analysis of Adversarial Attacks and Robustness. BMVC 2023: 620-621 - [c10]Shishira R. Maiya, Sharath Girish, Max Ehrlich, Hanyu Wang, Kwot Sin Lee, Patrick Poirson, Pengxiang Wu, Chen Wang, Abhinav Shrivastava:
NIRVANA: Neural Implicit Representations of Videos with Adaptive Networks and Autoregressive Patch-Wise Modeling. CVPR 2023: 14378-14387 - 2022
- [c9]Evan Wen
, ReBecca Sorenson, Max Ehrlich:
ReLaX: Retinal Layer Attribution for Guided Explanations of Automated Optical Coherence Tomography Classification. ECCV Workshops (3) 2022: 236-251 - 2021
- [c8]Max Ehrlich, Larry Davis, Ser-Nam Lim, Abhinav Shrivastava:
Analyzing and Mitigating JPEG Compression Defects in Deep Learning. ICCVW 2021: 2357-2367 - 2020
- [c7]Max Ehrlich, Larry Davis, Ser-Nam Lim, Abhinav Shrivastava:
Quantization Guided JPEG Artifact Correction. ECCV (8) 2020: 293-309 - 2019
- [c6]Max Ehrlich, Larry Davis:
Deep Residual Learning in the JPEG Transform Domain. ICCV 2019: 3483-3492 - [c5]Arthita Ghosh, Max Ehrlich, Larry Davis, Rama Chellappa:
Unsupervised Super-Resolution of Satellite Imagery for High Fidelity Material Label Transfer. IGARSS 2019: 5144-5147 - 2018
- [c4]Arthita Ghosh, Max Ehrlich, Sohil Shah, Larry S. Davis, Rama Chellappa:
Stacked U-Nets for Ground Material Segmentation in Remote Sensing Imagery. CVPR Workshops 2018: 257-261 - 2017
- [c3]Timothy J. Shields, Mohamed R. Amer, Max Ehrlich, Amir Tamrakar:
Action-Affect-Gender Classification Using Multi-task Representation Learning. CVPR Workshops 2017: 2249-2258 - 2016
- [c2]Max Ehrlich, Philippos Mordohai:
Discriminative hand localization in depth images. 3DUI 2016: 239-240 - [c1]Max Ehrlich, Timothy J. Shields, Timur R. Almaev, Mohamed R. Amer:
Facial Attributes Classification Using Multi-task Representation Learning. CVPR Workshops 2016: 752-760
Informal and Other Publications
- 2024
- [i11]Namitha Padmanabhan, Matthew Gwilliam, Pulkit Kumar, Shishira R. Maiya, Max Ehrlich, Abhinav Shrivastava:
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions. CoRR abs/2401.10217 (2024) - 2022
- [i10]Max Ehrlich, Jon Barker, Namitha Padmanabhan, Larry Davis, Andrew Tao, Bryan Catanzaro, Abhinav Shrivastava:
Leveraging Bitstream Metadata for Fast and Accurate Video Compression Correction. CoRR abs/2202.00011 (2022) - [i9]Max Ehrlich:
The First Principles of Deep Learning and Compression. CoRR abs/2204.01782 (2022) - [i8]Shishira R. Maiya, Sharath Girish, Max Ehrlich, Hanyu Wang, Kwot Sin Lee, Patrick Poirson, Pengxiang Wu, Chen Wang, Abhinav Shrivastava:
NIRVANA: Neural Implicit Representations of Videos with Adaptive Networks and Autoregressive Patch-wise Modeling. CoRR abs/2212.14593 (2022) - 2021
- [i7]Arthita Ghosh, Max Ehrlich, Larry Davis, Rama Chellappa:
Unsupervised Super-Resolution of Satellite Imagery for High Fidelity Material Label Transfer. CoRR abs/2105.07322 (2021) - [i6]Evan Wen
, Max Ehrlich:
Interpretable Automated Diagnosis of Retinal Disease using Deep OCT Analysis. CoRR abs/2109.02436 (2021) - [i5]Shishira R. Maiya, Max Ehrlich, Vatsal Agarwal, Ser-Nam Lim, Tom Goldstein, Abhinav Shrivastava:
A Frequency Perspective of Adversarial Robustness. CoRR abs/2111.00861 (2021) - 2020
- [i4]Max Ehrlich, Ser-Nam Lim, Larry Davis, Abhinav Shrivastava:
Quantization Guided JPEG Artifact Correction. CoRR abs/2004.09320 (2020) - [i3]Max Ehrlich, Larry Davis, Ser-Nam Lim, Abhinav Shrivastava:
Analyzing and Mitigating Compression Defects in Deep Learning. CoRR abs/2011.08932 (2020) - 2018
- [i2]Max Ehrlich, Larry S. Davis:
Deep Residual Learning in the JPEG Transform Domain. CoRR abs/1812.11690 (2018) - 2016
- [i1]Timothy J. Shields, Mohamed R. Amer, Max Ehrlich, Amir Tamrakar:
Action-Affect Classification and Morphing using Multi-Task Representation Learning. CoRR abs/1603.06554 (2016)
Coauthor Index
![](https://dblp1.uni-trier.de/img/cog.dark.24x24.png)
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