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Singh, Abhishek
13 publications
AAAI
2025
Co-Dream: Collaborative Dream Synthesis over Decentralized Models
Abhishek Singh
,
Gauri Gupta
,
Yichuan Shi
,
Alex Dang
,
Ritvik Kapila
,
Sheshank Shankar
,
Mohammed Ehab
,
Ramesh Raskar
WACV
2024
CoD: Coherent Detection of Entities from Images with Multiple Modalities
Vinay Verma
,
Dween Sanny
,
Abhishek Singh
,
Deepak Gupta
ECCV
2024
DecentNeRFs: Decentralized Neural Radiance Fields from Crowdsourced Images
Zaid Tasneem
,
Akshat Dave
,
Abhishek Singh
,
Kushagra Tiwary
,
Praneeth Vepakomma
,
Ashok Veeraraghavan
,
Ramesh Raskar
ECCV
2024
SIMBA: Split Inference - Mechanisms, Benchmarks and Attacks
Abhishek Singh
,
Vivek Sharma
,
Rohan Sukumaran
,
John J Mose
,
Jeffrey K Chiu
,
Justin Yu
,
Ramesh Raskar
ICMLW
2023
Co-Dream: Collaborative Data Synthesis with Decentralized Models
Abhishek Singh
,
Gauri Gupta
,
Charles Lu
,
Yogesh Koirala
,
Sheshank Shankar
,
Mohammed Ehab
,
Ramesh Raskar
NeurIPS
2023
Posthoc Privacy Guarantees for Collaborative Inference with Modified Propose-Test-Release
Abhishek Singh
,
Praneeth Vepakomma
,
Vivek Sharma
,
Ramesh Raskar
CVPRW
2023
SkiLL: Skipping Color and Label Landscape: Self Supervised Design Representations for Products in E-Commerce
Vinay Kumar Verma
,
Dween Rabius Sanny
,
Shreyas Sunil Kulkarni
,
Prateek Sircar
,
Abhishek Singh
,
Deepak Gupta
ECCV
2022
Decouple-and-Sample: Protecting Sensitive Information in Task Agnostic Data Release
Abhishek Singh
,
Ethan Garza
,
Ayush Chopra
,
Praneeth Vepakomma
,
Vivek Sharma
,
Ramesh Raskar
ECCV
2022
Learning to Censor by Noisy Sampling
Ayush Chopra
,
Abhinav Java
,
Abhishek Singh
,
Vivek Sharma
,
Ramesh Raskar
CVPR
2021
DISCO: Dynamic and Invariant Sensitive Channel Obfuscation for Deep Neural Networks
Abhishek Singh
,
Ayush Chopra
,
Ethan Garza
,
Emily Zhang
,
Praneeth Vepakomma
,
Vivek Sharma
,
Ramesh Raskar
AAAI
2019
MIGAN: Malware Image Synthesis Using GANs
Abhishek Singh
,
Debojyoti Dutta
,
Amit Saha
CVPR
2015
Single Image Super-Resolution from Transformed Self-Exemplars
Jia-Bin Huang
,
Abhishek Singh
,
Narendra Ahuja
CVPR
2014
Super-Resolving Noisy Images
Abhishek Singh
,
Fatih Porikli
,
Narendra Ahuja