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Jyotikrishna Dass
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2020 – today
- 2023
- [j3]Shunyao Zhang, Yonggan Fu, Shang Wu, Jyotikrishna Dass, Haoran You, Yingyan Lin:
NetDistiller: Empowering Tiny Deep Learning via In Situ Distillation. IEEE Micro 43(6): 84-92 (2023) - [c7]Jyotikrishna Dass, Shang Wu, Huihong Shi, Chaojian Li, Zhifan Ye, Zhongfeng Wang, Yingyan Lin:
ViTALiTy: Unifying Low-rank and Sparse Approximation for Vision Transformer Acceleration with a Linear Taylor Attention. HPCA 2023: 415-428 - [i2]Shunyao Zhang, Yonggan Fu, Shang Wu, Jyotikrishna Dass, Haoran You, Yingyan Lin:
NetDistiller: Empowering Tiny Deep Learning via In-Situ Distillation. CoRR abs/2310.19820 (2023) - 2022
- [i1]Jyotikrishna Dass, Shang Wu, Huihong Shi, Chaojian Li, Zhifan Ye, Zhongfeng Wang, Yingyan Lin:
ViTALiTy: Unifying Low-rank and Sparse Approximation for Vision Transformer Acceleration with a Linear Taylor Attention. CoRR abs/2211.05109 (2022) - 2021
- [c6]Jyotikrishna Dass, Rabi N. Mahapatra:
Householder Sketch for Accurate and Accelerated Least-Mean-Squares Solvers. ICML 2021: 2467-2477 - 2020
- [j2]Jyotikrishna Dass, Yashwardhan Narawane, Rabi N. Mahapatra, Vivek Sarin:
Distributed Training of Support Vector Machine on a Multiple-FPGA System. IEEE Trans. Computers 69(7): 1015-1026 (2020)
2010 – 2019
- 2019
- [j1]Jyotikrishna Dass, Vivek Sarin, Rabi N. Mahapatra:
Fast and Communication-Efficient Algorithm for Distributed Support Vector Machine Training. IEEE Trans. Parallel Distributed Syst. 30(5): 1065-1076 (2019) - [c5]Jyotikrishna Dass, Yashwardhan Narawane, Rabi N. Mahapatra, Vivek Sarin:
FPGA-based Distributed Edge Training of SVM. FPGA 2019: 121 - 2017
- [c4]Dharanidhar Dang, Jyotikrishna Dass, Rabi N. Mahapatra:
ConvLight: A Convolutional Accelerator with Memristor Integrated Photonic Computing. HiPC 2017: 114-123 - [c3]Jyotikrishna Dass, V. N. S. Prithvi Sakuru, Vivek Sarin, Rabi N. Mahapatra:
Distributed QR Decomposition Framework for Training Support Vector Machines. ICDCS 2017: 753-763 - 2016
- [c2]Kooktae Lee, Raktim Bhattacharya, Jyotikrishna Dass, V. N. S. Prithvi Sakuru, Rabi N. Mahapatra:
A Relaxed Synchronization Approach for Solving Parallel Quadratic Programming Problems with Guaranteed Convergence. IPDPS 2016: 182-191 - 2013
- [c1]Jyotikrishna Dass, Monika Sharma, Ehtesham Hassan, Hiranmay Ghosh:
A density based method for automatic hairstyle discovery and recognition. NCVPRIPG 2013: 1-4
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