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Soumya Banerjee

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Neural networks for abstraction and reasoning: Towards broad generalization in machines

Feb 05, 2024
Mikel Bober-Irizar, Soumya Banerjee

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VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity

Dec 01, 2023
S. VenkataKeerthy, Yashas Andaluri, Sayan Dey, Soumya Banerjee, Ramakrishna Upadrasta

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Anonymous Jamming Detection in 5G with Bayesian Network Model Based Inference Analysis

Nov 28, 2023
Ying Wang, Shashank Jere, Soumya Banerjee, Lingjia Liu, Sachin Shetty, Shehadi Dayekh

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MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning

Nov 28, 2023
Soumya Banerjee, Sandip Roy, Sayyed Farid Ahamed, Devin Quinn, Marc Vucovich, Dhruv Nandakumar, Kevin Choi, Abdul Rahman, Edward Bowen, Sachin Shetty

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VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime Inference

Sep 15, 2023
Soumya Banerjee, Vinay K. Verma, Avideep Mukherjee, Deepak Gupta, Vinay P. Namboodiri, Piyush Rai

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Streaming LifeLong Learning With Any-Time Inference

Jan 27, 2023
Soumya Banerjee, Vinay Kumar Verma, Vinay P. Namboodiri

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Class Incremental Online Streaming Learning

Oct 20, 2021
Soumya Banerjee, Vinay Kumar Verma, Toufiq Parag, Maneesh Singh, Vinay P. Namboodiri

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Variational Rejection Particle Filtering

Mar 29, 2021
Rahul Sharma, Soumya Banerjee, Dootika Vats, Piyush Rai

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Segmenting Scientific Abstracts into Discourse Categories: A Deep Learning-Based Approach for Sparse Labeled Data

May 27, 2020
Soumya Banerjee, Debarshi Kumar Sanyal, Samiran Chattopadhyay, Plaban Kumar Bhowmick, Parthapratim Das

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