Abhishek Singh
Massachusetts Institute of Technology
H-index: 13
North America-United States
Top articles of Abhishek Singh
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Posthoc privacy guarantees for collaborative inference with modified Propose-Test-Release | Advances in Neural Information Processing Systems | Abhishek Singh Praneeth Vepakomma Vivek Sharma Ramesh Raskar | 2024/2/13 |
DecentNeRFs: Decentralized Neural Radiance Fields from Crowdsourced Images | arXiv preprint arXiv:2403.13199 | Zaid Tasneem Akshat Dave Abhishek Singh Kushagra Tiwary Praneeth Vepakomma | 2024/3/19 |
CoDream: Exchanging dreams instead of models for federated aggregation with heterogeneous models | arXiv preprint arXiv:2402.15968 | Abhishek Singh Gauri Gupta Ritvik Kapila Yichuan Shi Alex Dang | 2024/2/25 |
Co-Dream: Collaborative data synthesis with decentralized models | Abhishek Singh Gauri Gupta Charles Lu Yogesh Koirala Sheshank Shankar | 2023/7/17 | |
Adaptive Split Learning | Ayush Chopra Surya Kant Sahu Abhishek Singh Abhinav Java Praneeth Vepakomma | 2023/7/2 | |
Federated benchmarking of medical artificial intelligence with MedPerf | Nature Machine Intelligence | Alexandros Karargyris Renato Umeton Micah J Sheller Alejandro Aristizabal Johnu George | 2023/7 |
Systems and methods for auto machine learning and neural architecture search | 2023/4/18 | ||
Scalable Collaborative Learning via Representation Sharing | arXiv preprint arXiv:2211.10943 | Frédéric Berdoz Abhishek Singh Martin Jaggi Ramesh Raskar | 2022/11/20 |
Methods and apparatus for reducing leakage in distributed deep learning | 2022/10/25 | ||
Decouple-and-sample: Protecting sensitive information in task agnostic data release | Abhishek Singh Ethan Garza Ayush Chopra Praneeth Vepakomma Vivek Sharma | 2022/10/23 | |
Learning to Censor by Noisy Sampling | Ayush Chopra Abhinav Java Abhishek Singh Vivek Sharma Ramesh Raskar | 2022/10/23 | |
Posthoc Privacy guarantees for neural network queries | Abhishek Singh Praneeth Vepakomma Vivek Sharma Ramesh Raskar | 2022/9/29 | |
Distributed and Private Computation for Inference | Abhishek Singh | 2021 | |
Paper card-based vs application-based vaccine credentials: a comparison | arXiv preprint arXiv:2102.04512 | Aryan Mahindra Anshuman Sharma Priyanshi Katiyar Rohan Sukumaran Ishaan Singh | 2021/2/8 |
Automatic calibration of time of flight based non-line-of-sight reconstruction | arXiv preprint arXiv:2105.10603 | Subhash Chandra Sadhu Abhishek Singh Tomohiro Maeda Tristan Swedish Ryan Kim | 2021/5/21 |
NoPeek-Infer: Preventing face reconstruction attacks in distributed inference after on-premise training | Praneeth Vepakomma Abhishek Singh Emily Zhang Otkrist Gupta Ramesh Raskar | 2021/12/15 | |
Spatial K-anonymity: A Privacy-preserving Method for COVID-19 Related Geospatial Technologies | arXiv preprint arXiv:2101.02556 | Rohan Iyer Regina Rex Kevin P McPherson Darshan Gandhi Aryan Mahindra | 2021/1/4 |
Neural architecture construction using envelopenets for image recognition | 2021/1/26 | ||
Can Self Reported Symptoms Predict Daily COVID-19 Cases? | arXiv preprint arXiv:2105.08321 | Parth Patwa Viswanatha Reddy Rohan Sukumaran Sethuraman Tv Eptehal Nashnoush | 2021/5/18 |
AdaSplit: Adaptive Trade-offs for Resource-constrained Distributed Deep Learning | arXiv preprint arXiv:2112.01637 | Ayush Chopra Surya Kant Sahu Abhishek Singh Abhinav Java Praneeth Vepakomma | 2021/12/2 |
Co-Authors
