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