Aniket Rege
Hello There!
PhD Student, University
of Wisconsin-Madison
I’m a Ph.D student in Computer Sciences at the University of Wisconsin-Madison, advised by Prof. Ramya Vinayak working on human preference learning and generative models.
Previously, I was an masters student at the University of Washington, Seattle where I worked with the RAIVN Lab advised by Prof. Ali Farhadi and mentored by Aditya Kusupati. My MS research focused on large-scale efficient and deployable machine learning, visual representation learning, and web-scale search.
In Summer ‘22 I interned in the deep learning for autonomous vehicles team at NVIDIA Redmond on Multiview LidarNet, supervised by Dr. Nikolai Smolyanskiy and Dr. Stan Birchfield. Previously, I worked for several years as a research engineer at Samsung Research India, working on perception problems for the AI Camera, including as a founding member of Single Take Camera, the USP of the Galaxy S20 flagship smartphone.
I am also generally interested in contrastive learning, learning from minimal supervision, and model robustness to real-world distribution shifts.
Reach me via aniketr[at]cs[dot]wisc[dot]edu
news
| Feb 7, 2024 | I published a beginner-friendly blog about MRL following OpenAI’s training their new Matryoshka embedding models! |
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| Aug 21, 2023 | AdANNS is accepted at NeurIPS 2023! A previous version was also accepted at ICLR ‘23 PML4DC Workshop. |
| May 31, 2023 | I successfully defended my masters thesis! |
| Feb 7, 2023 | Our contribution to Google’s large-scale efficient deep learning published as a Google Blog. |
| Sep 14, 2022 |
Matryoshka Representation Learning has been accepted for publication.
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