@misc{sarkar2025spin,title={Mitigating Hallucinations in Vision-Language Models through Image-Guided Head Suppression},author={Sarkar, Sreetama and Che, Yue and Gavin, Alex and Beerel, Peter A. and Kundu, Souvik},year={2025},booktitle={EMNLP Main 2025},}
ICCAD
Opto-ViT: Architecting a Near-Sensor Region of Interest-Aware Vision Transformer Accelerator with Silicon Photonics
Mehrdad Morsali, Chengwei Zhou, Deniz Najafi, and 7 more authors
@article{sarkarISQED25,author={Sarkar, Sreetama and Shrestha, Sumit Bam and Che, Yue and Macias, Leobardo E Campos and Datta, Gourav and Beerel, Peter},title={Region Masking to Accelerate Video Processing on Neuromorphic Hardware},booktitle={ISQED 2025 (ORAL)},year={2025},}
WACV
MaskVD: Region Masking for Efficient Video Object Detection
Sreetama Sarkar, Gourav Datta, Souvik Kundu, and 3 more authors
@article{sarkar2024maskvd,title={MaskVD: Region Masking for Efficient Video Object Detection},author={Sarkar, Sreetama and Datta, Gourav and Kundu, Souvik and Zheng, Kai and Bhattacharyya, Chirayata and Beerel, Peter A},year={2025},eprint={2407.12067},archiveprefix={arXiv},primaryclass={cs.CV},}
2024
arXiv
Energy-Efficient & Real-Time Computer Vision with Intelligent Skipping via Reconfigurable CMOS Image Sensors
Md Abdullah-Al Kaiser, Sreetama Sarkar, Peter A Beerel, and 2 more authors
@article{kaiser2024energy,title={Energy-Efficient \& Real-Time Computer Vision with Intelligent Skipping via Reconfigurable CMOS Image Sensors},author={Kaiser, Md Abdullah-Al and Sarkar, Sreetama and Beerel, Peter A and Jaiswal, Akhilesh R and Datta, Gourav},journal={arXiv preprint arXiv:2409.17341},year={2024},}
CVPRW
Block Selective Reprogramming for On-device Training of Vision Transformers
Sreetama Sarkar, Souvik Kundu, Kai Zheng, and 1 more author
In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024
@inproceedings{sarkarECV24,author={Sarkar, Sreetama and Kundu, Souvik and Zheng, Kai and Beerel, Peter},title={Block Selective Reprogramming for On-device Training of Vision Transformers},booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},year={2024},}
CVPRW
RLNet: Robust Linearized Networks for Efficient Private Inference
Sreetama Sarkar, Souvik Kundu, and Peter A. Beerel
In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2024
@inproceedings{sarkar2024rlnet,author={Sarkar, Sreetama and Kundu, Souvik and Beerel, Peter A.},title={RLNet: Robust Linearized Networks for Efficient Private Inference},booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},year={2024},pages={244-253},}
Electronics
Voltage Scaled Low Power DNN Accelerator Design on Reconfigurable Platform
Rourab Paul, Sreetama Sarkar, Suman Sau, and 3 more authors
@article{electronics13081431,author={Paul, Rourab and Sarkar, Sreetama and Sau, Suman and Roy, Sanghamitra and Chakraborty, Koushik and Chakrabarti, Amlan},title={Voltage Scaled Low Power DNN Accelerator Design on Reconfigurable Platform},journal={Electronics},volume={13},year={2024},number={8},article-number={1431},url={https://www.mdpi.com/2079-9292/13/8/1431},issn={2079-9292},doi={10.3390/electronics13081431},}
2023
GLSVLSI
Technology-circuit-algorithm tri-design for processing-in-pixel-in-memory (p2m)
Md Abdullah-Al Kaiser, Gourav Datta, Sreetama Sarkar, and 6 more authors
In Proceedings of the Great Lakes Symposium on VLSI 2023, 2023
@inproceedings{kaiser2023technology,title={Technology-circuit-algorithm tri-design for processing-in-pixel-in-memory (p2m)},author={Kaiser, Md Abdullah-Al and Datta, Gourav and Sarkar, Sreetama and Kundu, Souvik and Yin, Zihan and Garg, Manas and Jacob, Ajey P and Beerel, Peter A and Jaiswal, Akhilesh R},booktitle={Proceedings of the Great Lakes Symposium on VLSI 2023},pages={613--618},year={2023},}
ICPR
FixPix: Fixing Bad Pixels using Deep Learning
Sreetama Sarkar, Xinan Ye, Gourav Datta, and 1 more author
@article{sarkar2023fixpix,title={FixPix: Fixing Bad Pixels using Deep Learning},author={Sarkar, Sreetama and Ye, Xinan and Datta, Gourav and Beerel, Peter A},journals={arXiv preprint arXiv:2310.11637},year={2023},}
2022
DAC
Accelerating and pruning cnns for semantic segmentation on fpga
Pierpaolo Morı̀, Manoj-Rohit Vemparala, Nael Fasfous, and 8 more authors
In Proceedings of the 59th ACM/IEEE Design Automation Conference, 2022
@inproceedings{mori2022accelerating,title={Accelerating and pruning cnns for semantic segmentation on fpga},author={Mor{\`\i}, Pierpaolo and Vemparala, Manoj-Rohit and Fasfous, Nael and Mitra, Saptarshi and Sarkar, Sreetama and Frickenstein, Alexander and Frickenstein, Lukas and Helms, Domenik and Nagaraja, Naveen Shankar and Stechele, Walter and others},booktitle={Proceedings of the 59th ACM/IEEE Design Automation Conference},pages={145--150},year={2022},}
2021
CVPRW
Adversarial robust model compression using in-train pruning
Manoj-Rohit Vemparala, Nael Fasfous, Alexander Frickenstein, and 8 more authors
In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2021
@inproceedings{vemparala2021adversarial,title={Adversarial robust model compression using in-train pruning},author={Vemparala, Manoj-Rohit and Fasfous, Nael and Frickenstein, Alexander and Sarkar, Sreetama and Zhao, Qi and Kuhn, Sabine and Frickenstein, Lukas and Singh, Anmol and Unger, Christian and Nagaraja, Naveen-Shankar and others},booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},pages={66--75},year={2021},}
2018
COMSNETS
Implementation of relay hopper model for reliable communication of IoT devices in LTE environment through D2D link
Anish Pradhan, Soumi Basu, Sreetama Sarkar, and 2 more authors
In 2018 10th International Conference on Communication Systems & Networks (COMSNETS), 2018
@inproceedings{pradhan2018implementation,title={Implementation of relay hopper model for reliable communication of IoT devices in LTE environment through D2D link},author={Pradhan, Anish and Basu, Soumi and Sarkar, Sreetama and Mitra, Saptarshi and Roy, Sanjay Dhar},booktitle={2018 10th International Conference on Communication Systems \& Networks (COMSNETS)},pages={569--572},year={2018},organization={IEEE},}
2017
iEECON
Performance of different power control schemes for a hybrid LTE system with channel impairment
Sreetama Sarkar, Saptarshi Mitra, Tamoghno Nath, and 1 more author
In 2017 International Electrical Engineering Congress (iEECON), 2017
@inproceedings{sarkar2017performance,title={Performance of different power control schemes for a hybrid LTE system with channel impairment},author={Sarkar, Sreetama and Mitra, Saptarshi and Nath, Tamoghno and Roy, Sanjay Dhar},booktitle={2017 International Electrical Engineering Congress (iEECON)},pages={1--4},year={2017},organization={IEEE},}