Adam Harley - Academic Profile
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I am a Research Scientist at Meta, working on computer vision and machine learning. I am trying to get computers to understand motion and space. Before Meta, I did a postdoc with Prof. Leonidas Guibas at Stanford University, and a Ph.D. in Robotics at Carnegie Mellon University with Prof. Katerina Fragkiadaki. Before that, I did a Master of Science in computer science, with Prof. Kosta Derpanis. Even earlier, I did a Bachelor of Arts in psychology. |
aharley@meta.com |
Adam Harley
I am a Research Scientist at Meta, working on computer vision and machine learning. I am trying to get computers to understand motion and space.
Before Meta, I did a postdoc with Prof. Leonidas Guibas at Stanford University, and a Ph.D. in Robotics at Carnegie Mellon University with Prof. Katerina Fragkiadaki. Before that, I did a Master of Science in computer science, with Prof. Kosta Derpanis. Even earlier, I did a Bachelor of Arts in psychology.
aharley@meta.com
News
- I will give an invited talk at VOTS Workshop at ICCV 2025!
- I gave invited talks at two CVPR 2025 workshops: 4D Vision and Pixel-Level Vision Foundation Models.
- I am an Area Chair for 3DV 2025, WACV 2025, ICML 2025, NeurIPS 2025, and Action Editor for TMLR.
- I gave a talk at the CV4Animals Workshop at CVPR 2024.
- I served as an Area Chair for NeurIPS 2024.
- I gave a talk at the Workshop on Large-scale Video Object Segmentation at ICCV 2023.
- I gave a talk at the VOTS workshop at ICCV 2023.
- I served as an Area Chair for WACV 2024.
- I gave a talk at the Tracking and Its Many Guises workshop at CVPR 2023.
- I gave a talk at the 3D Deep Learning for Automated Driving workshop at the Intelligent Vehicles Symposium 2023.
- I gave a talk at the Self-Supervision on Wheels tutorial at ECCV 2022.
- I co-organized Perception Through Structured Generative Models at ECCV 2020.
- I co-organized Minds vs. Machines: How far are we from the common sense of a toddler? at CVPR 2020.
Publications
AllTracker: Efficient Dense Point Tracking at High ResolutionICCV 2025 Adam W. Harley, Yang You, Xinglong Sun, Yang Zheng, Nikhil Raghuraman, Yunqi Gu, Sheldon Liang, Wen-Hsuan Chu, Achal Dave, Pavel Tokmakov, Suya You, Rares Ambrus, Katerina Fragkiadaki, Leonidas J. Guibas paper project page code demo |
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TAG: Tracking at Any Granularity(draft) Adam W. Harley, Yang You, Alex Sun, Yang Zheng, Nikhil Raghuraman, Sheldon Liang, Wen-Hsuan Chu, Suya You, Achal Dave, Pavel Tokmakov, 
Rares Ambrus, Katerina Fragkiadaki, Leonidas Guibas project page paper |
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Wing buzzing as a mechanism for generating vibrational signals in psyllids (Hemiptera: Psylloidea)Insect Science 2024 Jernej Polajnar, Elizaveta Kvinikadze, Adam W. Harley, Igor Malenovsky paper |
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Image Disentanglement and Uncooperative Re-Entanglement for High-Fidelity Image-to-Image TranslationICCV 2019 AIM workshop (Advances in Image Manipulation) Adam W. Harley, Shih-En Wei, Jason Saragih, and Katerina Fragkiadaki paper |
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The Effect of Cognitive Switching on Sustained AttentionUndergraduate Thesis (2012) Adam W. Harley (Advised by Benjamin Dyson) paper |