Sourav Dutta

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 55

Top Topics

Weakly Supervised

Collision Avoidance

Top Venues

Publications

Debjyoti Biswas, Sourav Dutta, Shrikant Utagi, Prabha Mandayam
A Modified Order-Finding Algorithm for NISQ Devices. COMSNETS (2024)
Sourav Dutta, Shaopeng Liu, John Karigiannis, Yew Teck Tan, Charles Burton Theurer, Guiju Song
Autonomous Wind-Turbine Blade Tracking Using A Dual-Camera System. M2VIP (2023)
Amine Abdaoui, Sourav Dutta
Attention over pre-trained Sentence Embeddings for Long Document Classification. CoRR (2023)
Sourav Dutta, Katy Cable, Chinwe Ekenna
Coordinated Multi-Robot Exploration With Next-Best-View Planning for Scene Reconstruction. CASE (2023)
Tuan Tran, Sourav Dutta, Banafsheh Rekabdar, Chinwe Ekenna
Transformer Based Approach for Sample Generation in Motion Planning. CASE (2023)
Sabyasachi Kamila, Walid Magdy, Sourav Dutta, MingXue Wang
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis. EMNLP (2022)
Yandong Luo, Sourav Dutta, Ankit Kaul, Sung Kyu Lim, Muhannad S. Bakir, Suman Datta, Shimeng Yu
A Compute-in-Memory Hardware Accelerator Design With Back-End-of-Line (BEOL) Transistor Based Reconfigurable Interconnect. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (2) (2022)
Sheheeda Manakkadu, Sourav Dutta
ACO based Adaptive RBFN Control for Robot Manipulators. CoRR (2022)
Sabyasachi Kamila, Walid Magdy, Sourav Dutta, MingXue Wang
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis. CoRR (2022)
Dimitri Kagaris, Sourav Dutta, Stijn Eyerman
Execution Time Estimation of Multithreaded Programs With Critical Sections. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Sourav Dutta, Tuan Tran, Banafsheh Rekabdar, Chinwe Ekenna
Adaptive Speed Collision Avoidance For Dynamic Environments. CASE (2021)
Svetlana Tchistiakova, Jesujoba O. Alabi, Koel Dutta Chowdhury, Sourav Dutta, Dana Ruiter
EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT. WMT@EMNLP (2021)
Haytham Assem, Rajdeep Sarkar, Sourav Dutta
Qasar: Self-Supervised Learning Framework for Extractive Question Answering. IEEE BigData (2021)
Koustava Goswami, Sourav Dutta, Haytham Assem, Theodorus Fransen, John P. McCrae
Cross-lingual Sentence Embedding using Multi-Task Learning. EMNLP (1) (2021)
Sourav Dutta, Haytham Assem, Edward Burgin
Sequence-to-Sequence Learning on Keywords for Efficient FAQ Retrieval. CoRR (2021)
Raj Nath Patel, Edward Burgin, Haytham Assem, Sourav Dutta
Efficient Multi-Lingual Sentence Classification Framework with Sentence Meta Encoders. IEEE BigData (2021)
Sourav Dutta
Categorizing Roles of Legal Texts via Sequence Tagging on Domain-Specific Language Models. FIRE (Working Notes) (2021)
Sheheeda Manakkadu, Srijan Prasad Joshi, Tom Halverson, Sourav Dutta
Top-k User-Based Collaborative Recommendation System Using MapReduce. IEEE BigData (2021)
Svetlana Tchistiakova, Jesujoba O. Alabi, Koel Dutta Chowdhury, Sourav Dutta, Dana Ruiter
EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT. CoRR (2021)
James O' Neill, Sourav Dutta, Haytham Assem
Deep Neural Compression Via Concurrent Pruning and Self-Distillation. CoRR (2021)
Sourav Dutta, Peter Rivera-Casillas, Matthew W. Farthing
Neural Ordinary Differential Equations for Data-Driven Reduced Order Modeling of Environmental Hydrodynamics. CoRR (2021)
Sourav Dutta, Georgios Detorakis, Abhishek Khanna, Benjamin Grisafe, Emre Neftci, Suman Datta
Neural Sampling Machine with Stochastic Synapse allows Brain-like Learning and Inference. CoRR (2021)
Koustava Goswami, Sourav Dutta, Haytham Assem
Mufin: Enriching Semantic Understanding of Sentence Embedding using Dual Tune Framework. IEEE BigData (2021)
Haytham Assem, Sourav Dutta, Edward Burgin
DTAFA: Decoupled Training Architecture for Efficient FAQ Retrieval. SIGDIAL (2021)
Sourav Dutta
"Alignment is All You Need": Analyzing Cross-Lingual Document Similarity for Domain-Specific Applications. CLEOPATRA@WWW (2021)
Sourav Dutta, Peter Rivera-Casillas, Orie M. Cecil, Matthew W. Farthing
pyNIROM - A suite of python modules for non-intrusive reduced order modeling of time-dependent problems. Softw. Impacts 10 (2021)
Sourav Dutta, Matthew W. Farthing, Emma Perracchione, Gaurav Savant, Mario Putti
A greedy non-intrusive reduced order model for shallow water equations. J. Comput. Phys. 439 (2021)
Sourav Dutta, Peter Rivera-Casillas, Matthew W. Farthing
Neural Ordinary Differential Equations for Data-Driven Reduced Order Modeling of Environmental Hydrodynamics. AAAI Spring Symposium: MLPS (2021)
Sourav Dutta, Peter Rivera-Casillas, Orie M. Cecil, Matthew W. Farthing, Emma Perracchione, Mario Putti
Data-driven reduced order modeling of environmental hydrodynamics using deep autoencoders and neural ODEs. CoRR (2021)
Kai Ni, Sourav Dutta, Suman Datta
Ferroelectrics: From Memory to Computing. ASP-DAC (2020)
Sourav Dutta, Jesujoba O. Alabi, Saptarashmi Bandyopadhyay, Dana Ruiter, Josef van Genabith
UdS-DFKI@WMT20: Unsupervised MT and Very Low Resource Supervised MT for German-Upper Sorbian. WMT@EMNLP (2020)
Silviu Oprea, Sourav Dutta, Haytham Assem
Unsupervised Word Translation Pairing using Refinement based Point Set Registration. CoRR (2020)
Sheheeda Manakkadu, Sourav Dutta, Sam R. Thangiah
Profiling of Disease-Associated Proteins Neighborhood Networks. BigDataSE (2020)
Sourav Dutta, Tuan Tran, Banafsheh Rekabdar, Chinwe Ekenna
Predictive Probability Path Planning Model For Dynamic Environments. CoRR (2020)
Sourav Dutta, Banafsheh Rekabdar, Chinwe Ekenna
Uncertainty Measured Markov Decision Process in Dynamic Environments. ICRA (2020)
Ekaterina Arkhangelskaia, Sourav Dutta
Whatcha lookin' at? DeepLIFTing BERT's Attention in Question Answering. CoRR (2019)
Georgios Detorakis, Sourav Dutta, Abhishek Khanna, Matthew Jerry, Suman Datta, Emre Neftci
Inherent Weight Normalization in Stochastic Neural Networks. CoRR (2019)
Dimitri Kagaris, Sourav Dutta
Scheduling Mutual Exclusion Accesses in Equal-Length Jobs. ACM Trans. Parallel Comput. 6 (2) (2019)
Sourav Dutta, Chinwe Ekenna
Air-to-Ground Surveillance Using Predictive Pursuit. ICRA (2019)
Sourav Dutta, A. Khanna, Wriddhi Chakraborty, J. Gomez, S. Joshi, Suman Datta
Spoken vowel classification using synchronization of phase transition nano-oscillators. VLSI Circuits (2019)
Sourav Dutta
Mapping Supervised Bilingual Word Embeddings from English to low-resource languages. CoRR (2019)
Jorge Gomez, Sourav Dutta, Kai Ni, Benjamin Grisafe, Jeffrey Smith, Asif Khan, Suman Datta
Significance of Multi and Few Domain Ferroelectric Switching Dynamics for Steep-Slope Non-Hysteretic Ferroelectric Field Effect Transistor. DRC (2019)
Wriddhi Chakraborty, Kai Ni, Sourav Dutta, Benjamin Grisafe, Jeffrey Smith, Suman Datta
Cryogenic Response of HKMG MOSFETs for Quantum Computing Systems. DRC (2019)
Georgios Detorakis, Sourav Dutta, Abhishek Khanna, Matthew Jerry, Suman Datta, Emre Neftci
Inherent Weight Normalization in Stochastic Neural Networks. NeurIPS (2019)
Suman Datta, Sourav Dutta, Benjamin Grisafe, Jeff Smith, Srivatsa Srinivasa, Huacheng Ye
Back-End-of-Line Compatible Transistors for Monolithic 3-D Integration. IEEE Micro 39 (6) (2019)
Sheheeda Manakkadu, Sourav Dutta
On efficient resource allocation in the internet of things environment. IOT (2018)
Tongtao Zhang, Ananya Subburathinam, Ge Shi, Lifu Huang, Di Lu, Xiaoman Pan, Manling Li, Boliang Zhang, Qingyun Wang, Spencer Whitehead, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Ruiqi Zhong, Steven Shao, Emily Allaway, Shih-Fu Chang, Kathleen R. McKeown, Dongyu Li, Xin Huang, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Mayank Kejriwal, Ram Nevatia, Pedro A. Szekely, T. K. Satish Kumar, Ali Sadeghian, Giacomo Bergami, Sourav Dutta, Miguel E. Rodríguez, Daisy Zhe Wang
GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. TAC (2018)
Rachael Chertok, Nicholas Cockcroft, Sourav Dutta
A Concurrent Recommender System Based on Social Network. SERVICES (2018)
Sourav Dutta
An overview on the evolution and adoption of deep learning applications used in the industry. WIREs Data Mining Knowl. Discov. 8 (4) (2018)
Sourav Dutta, Dimitri Kagaris, Harini Ramaprasad
Hypervisor-Induced Negative Interference in Virtualized Multi-core Platforms: The P4080 Case. MCSoC (2017)
Rouhollah Mousavi Iraei, Nickvash Kani, Sourav Dutta, Dmitri E. Nikonov, Sasikanth Manipatruni, Ian A. Young, John T. Heron, Azad Naeemi
Clocked Magnetostriction-Assisted Spintronic Device Design and Simulation. CoRR (2017)
Prabir Daripa, Sourav Dutta
Modeling and simulation of surfactant-polymer flooding using a new hybrid method. J. Comput. Phys. 335 (2017)
Odysseas Zografos, Sourav Dutta, Mauricio Manfrini, Adrien Vaysset, Bart Sorée, Azad Naeemi, Praveen Raghavan, Rudy Lauwereins, Iuliana P. Radu
Non-volatile spin wave majority gate at the nanoscale. CoRR (2016)
Pallab Ganguly, Sumit Poddar, Sourav Dutta, Mita Nasipuri
Analysis of the Security Anomalies in the Smart Metering Infrastructure and Its Impact on Energy Profiling and Measurement. SMARTGREENS (2016)
Sourav Dutta
SONIK: Efficient In-situ All Item Rank Generation using Bit Operations. CoRR (2016)
Sourav Dutta
MIST: Top-k Approximate Sub-string Mining Using Triplet Statistical Significance. ECIR (2015)
Sheheeda Manakkadu, Sourav Dutta, Nazeih M. Botros
Power aware parallel computing on asymmetric multiprocessor. SoCC (2014)
Sourav Dutta, Sheheeda Manakkadu, Dimitri Kagaris
Classifying Performance Bottlenecks in Multi-threaded Applications. MCSoC (2014)
Sheheeda Manakkadu, Sourav Dutta
Bandwidth Based Performance Optimization of Multi-threaded Applications. PAAP (2014)
Suman K. Bera, Sourav Dutta, Ankur Narang, Souvik Bhattacherjee
Advanced Bloom Filter Based Algorithms for Efficient Approximate Data De-Duplication in Streams CoRR (2012)
Sourav Dutta, Souvik Bhattacherjee, Ankur Narang
Towards "Intelligent Compression" in Streams: A Biased Reservoir Sampling based Bloom Filter Approach CoRR (2011)
Ankur Narang, Sourav Dutta, Souvik Bhattacherjee
Multidimensional Balanced Allocation for Multiple Choice & (1 + Beta) Processes CoRR (2011)
Sourav Dutta, Souvik Bhattacherjee, Ankur Narang
Perfectly Balanced Allocation With Estimated Average Using Approximately Constant Retries CoRR (2011)
Sourav Dutta, Akshat Verma
Service deactivation aware placement and defragmentation in enterprise clouds. CNSM (2011)
Supriya Mukherjee, Sourav Dutta
Integrability of the discretization of the controlled Euler Top. Appl. Math. Comput. 215 (12) (2010)