Publications
This section contains publications published by ISI over the past several decades.
2023
In-sensor & neuromorphic computing are all you need for energy efficient computer vision
Gourav Datta, Zeyu Liu, Md Abdullah-Al Kaiser, Souvik Kundu, Joe Mathai, Zihan Yin, Ajey P Jacob, Akhilesh R Jaiswal, Peter A Beerel
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
Quantpipe: Applying adaptive post-training quantization for distributed transformer pipelines in dynamic edge environments
Haonan Wang, Connor Imes, Souvik Kundu, Peter A Beerel, Stephen P Crago, John Paul Walters
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
ViTA: A vision transformer inference accelerator for edge applications
Shashank Nag, Gourav Datta, Souvik Kundu, Nitin Chandrachoodan, Peter A Beerel
2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023
Neuromorphic-P2M: processing-in-pixel-in-memory paradigm for neuromorphic image sensors
Md Abdullah-Al Kaiser, Gourav Datta, Zixu Wang, Ajey P Jacob, Peter A Beerel, Akhilesh R Jaiswal
Frontiers in Neuroinformatics 17, 1144301, 2023
On the security of sequential logic locking against oracle-guided attacks
Yinghua Hu, Yuke Zhang, Kaixin Yang, Dake Chen, Peter A Beerel, Pierluigi Nuzzo
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2023
Learning to linearize deep neural networks for secure and efficient private inference
Souvik Kundu, Shunlin Lu, Yuke Zhang, Jacqueline Liu, Peter A Beerel
arXiv preprint arXiv:2301.09254, 2023
Sal-vit: Towards latency efficient private inference on vit using selective attention search with a learnable softmax approximation
Yuke Zhang, Dake Chen, Souvik Kundu, Chenghao Li, Peter A Beerel
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
Firefly: A synthetic dataset for ember detection in wildfire
Yue Hu, Xinan Ye, Yifei Liu, Souvik Kundu, Gourav Datta, Srikar Mutnuri, Namo Asavisanu, Nora Ayanian, Konstantinos Psounis, Peter Beerel
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
Making models shallow again: Jointly learning to reduce non-linearity and depth for latency-efficient private inference
Souvik Kundu, Yuke Zhang, Dake Chen, Peter A Beerel
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
Enabling ISPless low-power computer vision
Gourav Datta, Zeyu Liu, Zihan Yin, Linyu Sun, Akhilesh R Jaiswal, Peter A Beerel
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
Self-attentive pooling for efficient deep learning
Fang Chen, Gourav Datta, Souvik Kundu, Peter A Beerel
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
Float: fast learnable once-for-all adversarial training for tunable trade-off between accuracy and robustness
Souvik Kundu, Sairam Sundaresan, Massoud Pedram, Peter A Beerel
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
IEEE Security and Privacy Symposium in the Year 2003
Terry Benzel, Hilarie Orman
IEEE Security & Privacy 21 (2), 43-47, 2023
DeterLab Testbed for Cybersecurity Experimentation
Terry Benzel, Jelena Mirkovic, David Balenson, Brian Kocoloski
Security and Privacy Research Artifacts: Are We Making Progress?
Terry Benzel
IEEE Security & Privacy 21 (01), 4-6, 2023
An overview of mobile applications for field science
Anna Zeng, Kevin Zeng, Yolanda Gil, Matty Mookerjee
GeoSoft Project Report. Disponível em: https://www. isi. edu/~-gil/papers …, 2023
Virtual Agent Approach for Teaching the Collaborative Problem Solving Skill of Negotiation
Emmanuel Johnson, Jonathan Gratch, Yolanda Gil
International Conference on Artificial Intelligence in Education, 530-535, 2023
A framework for the broad dissemination of hydrological models for non-expert users
Timo Schaffhauser, Daniel Garijo, Maximiliano Osorio, Daniel Bittner, Suzanne Pierce, Hernán Vargas, Markus Disse, Yolanda Gil
Environmental Modelling & Software 164, 105695, 2023
Reproducibility as a Stepping Stone to Intelligent Assistants for Data Analysis: Recreating a Study of Physical Activity, Sleep, and Work Shift in Nurses
Detravious Jamari Brinkley, Emmanuel Johnson, Tiantian Feng, Yolanda Gil
Companion Proceedings of the 28th International Conference on Intelligent …, 2023
Cyberinfrastructure for collecting and integrating geology field data: Community priorities and research agenda
Matty Mookerjee, Marjorie A Chan, Yolanda Gil, Gurman Gill, Charles Goodwin, Terry L Pavlis, Thomas F Shipley, Taylor Swain, Basil Tikoff, Daniel Vieira