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ORCIDSouvik Kundu
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2020 – today
- 2021
[c28]Souvik Kundu, Mahdi Nazemi, Peter A. Beerel, Massoud Pedram:
DNR: A Tunable Robust Pruning Framework Through Dynamic Network Rewiring of DNNs. ASP-DAC 2021: 344-350- [i12]Souvik Kundu, Sairam Sundaresan:
AttentionLite: Towards Efficient Self-Attention Models for Vision. CoRR abs/2101.05216 (2021) - 2020
- [j13]P. Michael Preetam Raj
, Victor Jeffry Louis, Aditya Viswakumar, Souvik Kundu:
Simple design of memristive counters and their applications in automatic irrigation system. IET Circuits Devices Syst. 14(1): 35-40 (2020) - [j12]Pavan Kumar Reddy Boppidi, Victor Jeffry Louis, Arvind Subramaniam, Rajesh K. Tripathy, Souri Banerjee, Souvik Kundu:
Implementation of fast ICA using memristor crossbar arrays for blind image source separations. IET Circuits Devices Syst. 14(4): 484-489 (2020) - [j11]Souvik Kundu, Rupanwita Gayen:
Surface wave scattering by an elastic plate submerged in water with uneven Bottom. Math. Model. Anal. 25(3): 323-337 (2020) - [j10]Souvik Kundu, Mahdi Nazemi, Massoud Pedram, Keith M. Chugg, Peter A. Beerel:
Pre-Defined Sparsity for Low-Complexity Convolutional Neural Networks. IEEE Trans. Computers 69(7): 1045-1058 (2020) - [c27]Souvik Kundu, Qian Lin, Hwee Tou Ng:
Learning to Identify Follow-Up Questions in Conversational Question Answering. ACL 2020: 959-968 - [c26]Qian Lin, Souvik Kundu, Hwee Tou Ng:
A Co-Attentive Cross-Lingual Neural Model for Dialogue Breakdown Detection. COLING 2020: 4201-4210 - [i11]Souvik Kundu, Mahdi Nazemi, Massoud Pedram, Keith M. Chugg, Peter A. Beerel:
Pre-defined Sparsity for Low-Complexity Convolutional Neural Networks. CoRR abs/2001.10710 (2020) - [i10]Souvik Kundu, Gourav Datta, Peter A. Beerel, Massoud Pedram:
qBSA: Logic Design of a 32-bit Block-Skewed RSFQ Arithmetic Logic Unit. CoRR abs/2001.10715 (2020) - [i9]Qin Lyu, Kaushik Chakrabarti, Shobhit Hathi, Souvik Kundu, Jianwen Zhang, Zheng Chen:
Hybrid Ranking Network for Text-to-SQL. CoRR abs/2008.04759 (2020) - [i8]Souvik Kundu, Mahdi Nazemi, Peter A. Beerel, Massoud Pedram:
A Tunable Robust Pruning Framework Through Dynamic Network Rewiring of DNNs. CoRR abs/2011.03083 (2020) - [i7]Souvik Kundu, Hesham Mostafa, Sharath Nittur Sridhar, Sairam Sundaresan:
Attention-based Image Upsampling. CoRR abs/2012.09904 (2020)
2010 – 2019
- 2019
- [j9]Anbalagan Karthikeyan, Venkatasubramanian Srividhya, Souvik Kundu:
Guided joint spectrum sensing and resource allocation using a novel random walk grey wolf optimization for frequency hopping cognitive radio networks. Int. J. Commun. Syst. 32(13) (2019) - [j8]P. Michael Preetam Raj, Arvind Subramaniam, Shashank Priya, Souri Banerjee, Souvik Kundu:
Programming of Memristive Artificial Synaptic Crossbar Network Using PWM Techniques. J. Circuits Syst. Comput. 28(12): 1950201:1-1950201:16 (2019) - [c25]Souvik Kundu, Tushar Khot, Ashish Sabharwal, Peter Clark:
Exploiting Explicit Paths for Multi-hop Reading Comprehension. ACL (1) 2019: 2737-2747 - [c24]Souvik Kundu, Saurav Prakash, Haleh Akrami, Peter A. Beerel, Keith M. Chugg:
pSConv: A Pre-defined S parse Kernel Based Convolution for Deep CNNs. Allerton 2019: 100-107 - [c23]Arash Fayyazi, Souvik Kundu, Shahin Nazarian, Peter A. Beerel, Massoud Pedram:
CSrram: Area-Efficient Low-Power Ex-Situ Training Framework for Memristive Neuromorphic Circuits Based on Clustered Sparsity. ISVLSI 2019: 465-470 - [i6]Souvik Kundu, Saurav Prakash, Haleh Akrami, Peter A. Beerel, Keith M. Chugg:
A Pre-defined Sparse Kernel Based Convolution for Deep CNNs. CoRR abs/1910.00724 (2019) - [i5]Gourav Datta, Haolin Cong, Souvik Kundu, Peter A. Beerel:
Metastability-Resilient Synchronization FIFO for SFQ Logic. CoRR abs/1910.04907 (2019) - 2018
- [c22]Souvik Kundu, Hwee Tou Ng:
A Question-Focused Multi-Factor Attention Network for Question Answering. AAAI 2018: 5828-5835 - [c21]Souvik Kundu, Hwee Tou Ng:
A Nil-Aware Answer Extraction Framework for Question Answering. EMNLP 2018: 4243-4252 - [c20]Souvik Kundu, Srividhya Karthikeyan, A. Karthikeyan:
QBEECH: Multi-hop Clustering of Cognitive Based Sensor Nodes in the Administration of Queen Nodes. ISDA (1) 2018: 376-385 - [c19]Sourya Dey, Diandian Chen, Zongyang Li, Souvik Kundu, Kuan-Wen Huang, Keith M. Chugg, Peter A. Beerel:
A Highly Parallel FPGA Implementation of Sparse Neural Network Training. ReConFig 2018: 1-4 - [i4]Souvik Kundu, Hwee Tou Ng:
A Question-Focused Multi-Factor Attention Network for Question Answering. CoRR abs/1801.08290 (2018) - [i3]Sourya Dey, Diandian Chen, Zongyang Li, Souvik Kundu, Kuan-Wen Huang, Keith M. Chugg, Peter A. Beerel:
A Highly Parallel FPGA Implementation of Sparse Neural Network Training. CoRR abs/1806.01087 (2018) - [i2]Arash Fayyazi, Souvik Kundu, Shahin Nazarian, Peter A. Beerel, Massoud Pedram:
SpRRAM: A Predefined Sparsity Based Memristive Neuromorphic Circuit for Low Power Application. CoRR abs/1809.03476 (2018) - [i1]Souvik Kundu, Tushar Khot, Ashish Sabharwal:
Exploiting Explicit Paths for Multi-hop Reading Comprehension. CoRR abs/1811.01127 (2018) - 2017
- [p1]Khe Chai Sim, Yanmin Qian, Gautam Mantena, Lahiru Samarakoon, Souvik Kundu, Tian Tan:
Adaptation of Deep Neural Network Acoustic Models for Robust Automatic Speech Recognition. New Era for Robust Speech Recognition, Exploiting Deep Learning 2017: 219-243 - 2016
- [c18]Souvik Kundu, Gautam Mantena, Yanmin Qian, Tian Tan, Marc Delcroix, Khe Chai Sim:
Joint acoustic factor learning for robust deep neural network based automatic speech recognition. ICASSP 2016: 5025-5029 - [c17]Tian Tan, Yanmin Qian, Dong Yu, Souvik Kundu, Liang Lu, Khe Chai Sim, Xiong Xiao, Yu Zhang:
Speaker-aware training of LSTM-RNNS for acoustic modelling. ICASSP 2016: 5280-5284 - [c16]Souvik Kundu, Khe Chai Sim, Mark J. F. Gales:
Incorporating a Generative Front-End Layer to Deep Neural Network for Noise Robust Automatic Speech Recognition. INTERSPEECH 2016: 2359-2363 - 2015
- [j7]Souvik Kundu, Swagatam Das, Athanasios V. Vasilakos, Subhodip Biswas:
A modified differential evolution-based combined routing and sleep scheduling scheme for lifetime maximization of wireless sensor networks. Soft Comput. 19(3): 637-659 (2015) - [j6]Subhodip Biswas, Souvik Kundu, Swagatam Das:
Inducing Niching Behavior in Differential Evolution Through Local Information Sharing. IEEE Trans. Evol. Comput. 19(2): 246-263 (2015) - [c15]Mousumi Bhanja, Souvik Kundu, Baidyanath Ray:
A new systematic synthesis procedure of configurable higher order analog filter. ISSPIT 2015: 285-290 - [c14]Souvik Kundu, Baidyanath Ray:
An efficient chain code based face identification system for biometrics. ISSPIT 2015: 559-564 - 2014
- [j5]Subhodip Biswas, Swagatam Das, Shantanab Debchoudhury, Souvik Kundu:
Co-evolving bee colonies by forager migration: A multi-swarm based Artificial Bee Colony algorithm for global search space. Appl. Math. Comput. 232: 216-234 (2014) - [j4]Subhodip Biswas, Swagatam Das, Souvik Kundu, Gyana Ranjan Patra:
Utilizing time-linkage property in DOPs: An information sharing based Artificial Bee Colony algorithm for tracking multiple optima in uncertain environments. Soft Comput. 18(6): 1199-1212 (2014) - [j3]Subhodip Biswas, Souvik Kundu, Swagatam Das:
An Improved Parent-Centric Mutation With Normalized Neighborhoods for Inducing Niching Behavior in Differential Evolution. IEEE Trans. Cybern. 44(10): 1726-1737 (2014) - [j2]Swagatam Das, Subhodip Biswas, Bijaya K. Panigrahi, Souvik Kundu, Debabrota Basu:
A Spatially Informative Optic Flow Model of Bee Colony With Saccadic Flight Strategy for Global Optimization. IEEE Trans. Cybern. 44(10): 1884-1897 (2014) - 2013
- [j1]Swagatam Das, Subhodip Biswas, Souvik Kundu:
Synergizing fitness learning with proximity-based food source selection in artificial bee colony algorithm for numerical optimization. Appl. Soft Comput. 13(12): 4676-4694 (2013) - [c13]Subhodip Biswas, Souvik Kundu, Swagatam Das, Athanasios V. Vasilakos:
Teaching and learning best Differential Evoltuion with self adaptation for real parameter optimization. IEEE Congress on Evolutionary Computation 2013: 1115-1122 - [c12]Shantanab Debchoudhury, Subhodip Biswas, Souvik Kundu, Swagatam Das, Athanasios V. Vasilakos, Ankur Mondal:
Modified estimation of Distribution algorithm with differential mutation for constrained optimization. IEEE Congress on Evolutionary Computation 2013: 1724-1731 - [c11]Subhodip Biswas, Souvik Kundu, Swagatam Das, Athanasios V. Vasilakos:
Information sharing in bee colony for detecting multiple niches in non-stationary environments. GECCO (Companion) 2013: 1-2 - [c10]Souvik Kundu, Subhodip Biswas, Swagatam Das, Ponnuthurai N. Suganthan:
Crowding-based local differential evolution with speciation-based memory archive for dynamic multimodal optimization. GECCO 2013: 33-40 - [c9]Subhodip Biswas, Souvik Kundu, Digbalay Bose, Swagatam Das, Ponnuthurai Nagaratnam Suganthan:
Synchronizing Differential Evolution with a modified affinity-based mutation framework. SDE 2013: 61-68 - [c8]Souvik Kundu, Debabrota Basu, Sheli Sinha Chaudhuri:
Multipopulation-Based Differential Evolution with Speciation-Based Response to Dynamic Environments. SEMCCO (1) 2013: 222-235 - [c7]Subhodip Biswas, Souvik Kundu, Digbalay Bose, Swagatam Das, Ponnuthurai N. Suganthan, Bijaya K. Panigrahi:
Migrating forager population in a multi-population Artificial Bee Colony algorithm with modified perturbation schemes. SIS 2013: 248-255 - 2012
- [c6]Subhodip Biswas, Digbalay Bose, Souvik Kundu:
A Clustering Particle Based Artificial Bee Colony Algorithm for Dynamic Environment. SEMCCO 2012: 151-159 - [c5]Souvik Kundu, Subhodip Biswas, Swagatam Das, Digbalay Bose:
A Selective Teaching-Learning Based Niching Technique with Local Diversification Strategy. SEMCCO 2012: 160-168 - [c4]Souvik Kundu, Digbalay Bose, Subhodip Biswas:
Differential Evolution with a Relational Neighbourhood-Based Strategy for Numerical Optimization. SEMCCO 2012: 189-197 - [c3]Digbalay Bose, Souvik Kundu, Subhodip Biswas, Swagatam Das:
Circular Antenna Array Design Using Novel Perturbation Based Artificial Bee Colony Algorithm. SEMCCO 2012: 459-466 - [c2]Subhodip Biswas, Souvik Kundu, Digbalay Bose, Swagatam Das:
Cooperative Co-evolutionary Teaching-Learning Based Algorithm with a Modified Exploration Strategy for Large Scale Global Optimization. SEMCCO 2012: 467-475 - [c1]Digbalay Bose, Subhodip Biswas, Souvik Kundu, Swagatam Das:
A Strategy Pool Adaptive Artificial Bee Colony Algorithm for Dynamic Environment through Multi-population Approach. SEMCCO 2012: 611-619
Coauthor Index
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