publications

2024

1. 

   PAL: Pluralistic Alignment Framework for Learning from Heterogeneous Preferences

   Daiwei Chen, Yi Chen, Aniket Rege, and Ramya Korlakai Vinayak

   2024

   arXiv Blog

2023

1. 

   AdANNS: A Framework for Adaptive Semantic Search

   Aniket Rege*, Aditya Kusupati*, Sharan Ranjit S, Alan Fan, Qingqing Cao, Sham Kakade, Prateek Jain, and Ali Farhadi

   In Advances in Neural Information Processing Systems (NeurIPS), 2023

   arXiv Bib Code

   @inproceedings{rege2023adanns,
     title = {AdANNS: A Framework for Adaptive Semantic Search},
     author = {Rege*, Aniket and Kusupati*, Aditya and Ranjit S, Sharan and Fan, Alan and Cao, Qingqing and Kakade, Sham and Jain, Prateek and Farhadi, Ali},
     booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
     year = {2023},
   }

2022

1. 

   Matryoshka Representation Learning

   Aniket Rege*, Aditya Kusupati*, Gantavya Bhatt*, Matthew Wallingford, Aditya Sinha, Vivek Ramanujan, William Howard-Snyder, Kaifeng Chen, Sham Kakade, Prateek Jain, and Ali Farhadi

   In Advances in Neural Information Processing Systems (NeurIPS), 2022

   arXiv Bib Blog Code

   @inproceedings{kusupati2022matryoshka,
     title = {Matryoshka Representation Learning},
     author = {Rege*, Aniket and Kusupati*, Aditya and Bhatt*, Gantavya and Wallingford, Matthew and Sinha, Aditya and Ramanujan, Vivek and Howard-Snyder, William and Chen, Kaifeng and Kakade, Sham and Jain, Prateek and Farhadi, Ali},
     booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
     year = {2022},
   }

2. 

   Method and electronic device for detecting candid moment in image frame

   Aniket Rege*, Gaurav Ramola*, Nikhar Maheshwari*, Sudha Velusamy, Girish Kulkarni, Sai Pranav Mathivanan, Swadha Jaiswal, and Pradeep Kumar Vegireddi

   2022

   US Patent App. 17/743,990

3. 

   Method and electronic device for processing facial images

   Sudha Velusamy, Rahul Varna, Ravi Prasad Mohan Kini, Aniket Rege, Rishubh Parihar, and Daeyoung Hyun

   2022

   US Patent 11,335,122

2021

1. 

   Spatio-temporal video representation learning for AI-based video playback style prediction

   Rishubh Parihar*, Gaurav Ramola*, Ranajit Saha, Ravi Kini, Aniket Rege, and Sudha Velusamy

   Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2021

   arXiv

2020

1. 

   FabSoften: Face beautification via dynamic skin smoothing, guided feathering, and texture restoration

   Sudha Velusamy, Rishubh Parihar, Raviprasad Kini, and Aniket Rege

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2020

   PDF

2018

1. 

   QUIC protocol performance in wireless networks

   Aniket Rege*, Prashant K Kharat*, Aneesh Goel*, and Muralidhar Kulkarni

   In 2018 International Conference on Communication and Signal Processing (ICCSP), 2018

   Bib

   @inproceedings{kharat2018quic,
     title = {QUIC protocol performance in wireless networks},
     author = {Rege*, Aniket and Kharat*, Prashant K and Goel*, Aneesh and Kulkarni, Muralidhar},
     booktitle = {2018 International Conference on Communication and Signal Processing (ICCSP)},
     pages = {0472--0476},
     year = {2018},
     organization = {IEEE},
     howpublished = {\url{https://ieeexplore.ieee.org/document/8524247}},
   }