Publications
This section contains publications published by ISI over the past several decades.
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
Feasibility of Multi-Axial Gecko Gripping for Active Debris Removal.
D. Andreyeva, K., Topper, H., Lintala, P., Griffith, T., and Barnhart
74th International Astronautical Congress, 2023
Soft robotics, autonomous, space inspection, crawling robot
DA Barnhart, S Estrada, M Renteria, C Blair
US Patent App. 17/993,172, 2023
The iSSI (intelligent Space System Interface) Modular Coupling Supporting Modular Architectures and ISAM Development Across the Board
Joerg Kreisel, Thomas A Schervan, Steve L Kwast, Dennis R Wingo, David Barnhart
ASCEND 2023, 4702, 2023
Comparing platform paradigms: CubeSats versus SmallSats
David A Barnhart, Rahul Rughani
Next Generation CubeSats and SmallSats, 57-78, 2023
MAVERIC: Exploring Space Visualization Technology Through Academic Flight Programs
C Garrido, S Lin, J Di, J Bergstrom, B Rios, B Byrne, S Clements, A Dhabekar, B Dadhich, D Barnhart
2023
The Arkisys Port Module: An orbital platform for hosted payloads in low-earth orbit
Rahul Rughani, David A Barnhart, Dan Lopez
2023
Citation Intent Classification Through Weakly Supervised Knowledge Graphs
Xinwei Du, Kian Ahrabian, Arun Baalaaji Sankar Ananthan, Richard Delwin Myloth, Jay Pujara
SDU Workshop @ AAAI 2023, 2023
PubGraph: A Large-Scale Scientific Knowledge Graph
Kian Ahrabian, Xinwei Du, Richard Delwin Myloth, Arun Baalaaji Sankar Ananthan, Jay Pujara
arXiv preprint arXiv:2302.02231, 2023