Soumya Banerjee

32 papers A* 3A 1C 1Misc 1Journal 22Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
ADROIT: A Self-Supervised Framework for Learning Robust Representations for Active Learning.
CoRR
Soumya Banerjee, Vinay Kumar Verma
2025 J jnl
Bridging the Gap with Retrieval-Augmented Generation: Making Prosthetic Device User Manuals Available in Marginalised Languages.
CoRR
Ikechukwu Ogbonna, Lesley Davidson, Soumya Banerjee, Abhishek Dasgupta, Laurence Kenney, Vikranth H. Nagaraja
2025 J jnl
Decentralised Resource Sharing in TinyML: Wireless Bilayer Gossip Parallel SGD for Collaborative Learning.
CoRR
Ziyuan Bao, Eiman Kanjo, Soumya Banerjee, Hasib-Al Rashid, Tinoosh Mohsenin
2025 J jnl
NOVO: Unlearning-Compliant Vision Transformers.
CoRR
Soumya Roy, Soumya Banerjee, Vinay Kumar Verma, Soumik Dasgupta, Deepak Gupta, Piyush Rai
2025 J jnl
Proceedings of 1st Workshop on Advancing Artificial Intelligence through Theory of Mind.
CoRR
Mouad Abrini, Omri Abend, Dina M. Acklin, Henny Admoni, Gregor Aichinger, Nitay Alon, Zahra Ashktorab, Ashish Atreja, Moises Auron, Alexander Aufreiter, Raghav Awasthi, Soumya Banerjee, Joseph M. Barnby, Rhea Basappa, Severin Bergsmann, Djallel Bouneffouf, Patrick Callaghan, Marc Cavazza, Thierry Chaminade, Sonia Chernova, Mohamed Chetouani, Moumita Choudhury, Axel Cleeremans, Jacek B. Cywinski, Fabio Cuzzolin, Hokin Deng, N'yoma Diamond, Camilla Di Pasquasio, Guillaume Dumas, Max J. van Duijn, Mahapatra Dwarikanath, Qingying Gao, Ashok K. Goel, Rebecca Goldstein, Matthew C. Gombolay, Gabriel Enrique Gonzalez, Amar Halilovic, Tobias Halmdienst, Mahimul Islam, Julian Jara-Ettinger, Natalie Kastel, Renana Keydar, Ashish K. Khanna, Mahdi Khoramshahi, Jihyun Kim, MiHyeon Kim, YoungBin Kim, Senka Krivic, Nikita Krasnytskyi, Arun Kumar, JuneHyoung Kwon, Eunju Lee, Shane Lee, Peter R. Lewis, Xue Li, Yijiang Li, Michal Lewandowski, Nathan Lloyd, Matthew B. Luebbers, Dezhi Luo, Haiyun Lyu, Dwarikanath Mahapatra, Kamal Maheshwari, Mallika Mainali, Piyush Mathur, Patrick Mederitsch, Shuwa Miura, Manuel Preston de Miranda, Reuth Mirsky, Shreya Mishra, Nina Moorman, Katelyn Morrison, John Muchovej, Bernhard Nessler, Felix Nessler, Hieu Minh Jord Nguyen, Abby Ortego, Francis A. Papay, Antoine Pasquali, Hamed Rahimi, Charumathi Raghu, Amanda L. Royka, Stefan Sarkadi, Jaelle Scheuerman, Simon Schmid, Paul Schrater, Anik Sen, Zahra Sheikhbahaee, Ke Shi, Reid G. Simmons, Nishant Singh, Mason O. Smith, Ramira van der Meulen, Anthia Solaki, Haoran Sun, Viktor Szolga, Matthew E. Taylor, Travis Taylor, Sanne van Waveren, Juan David Vargas
2025 J jnl
VexIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity.
ACM Trans. Softw. Eng. Methodol.
S. VenkataKeerthy, Soumya Banerjee, Sayan Dey, Yashas Andaluri, Raghul P. S., Subrahmanyam Kalyanasundaram, Fernando Magno Quintão Pereira, Ramakrishna Upadrasta
2024 J jnl
Neural networks for abstraction and reasoning: Towards broad generalization in machines.
CoRR
Mikel Bober-Irizar, Soumya Banerjee
2024 J jnl
On the Ethical Considerations of Generative Agents.
CoRR
N'yoma Diamond, Soumya Banerjee
2024 A conf
RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance.
BMVC
Avideep Mukherjee, Soumya Banerjee, Piyush Rai, Vinay P. Namboodiri
2024 J jnl
RISSOLE: Parameter-efficient Diffusion Models via Block-wise Generation and Retrieval-Guidance.
CoRR
Avideep Mukherjee, Soumya Banerjee, Vinay P. Namboodiri, Piyush Rai
2024 A* conf
VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime Inference.
ICRA
Soumya Banerjee, Vinay Kumar Verma, Avideep Mukherjee, Deepak Gupta, Vinay P. Namboodiri, Piyush Rai
2023 A* conf
Streaming LifeLong Learning With Any-Time Inference.
ICRA
Soumya Banerjee, Vinay Kumar Verma, Vinay P. Namboodiri
2023 J jnl
Streaming LifeLong Learning With Any-Time Inference.
CoRR
Soumya Banerjee, Vinay Kumar Verma, Vinay P. Namboodiri
2023 J jnl
VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime Inference.
CoRR
Soumya Banerjee, Vinay Kumar Verma, Avideep Mukherjee, Deepak Gupta, Vinay P. Namboodiri, Piyush Rai
2023 J jnl
VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity.
CoRR
S. VenkataKeerthy, Yashas Andaluri, Sayan Dey, Soumya Banerjee, Ramakrishna Upadrasta
2021 J jnl
Class Incremental Online Streaming Learning.
CoRR
Soumya Banerjee, Vinay Kumar Verma, Toufiq Parag, Maneesh Singh, Vinay P. Namboodiri
2021 J jnl
Variational Rejection Particle Filtering.
CoRR
Rahul Sharma, Soumya Banerjee, Dootika Vats, Piyush Rai
2020 J jnl
Dynamic Graph Streaming Algorithm for Digital Contact Tracing.
CoRR
Gautam Mahapatra, Priodyuti Pradhan, Ranjan Chattaraj, Soumya Banerjee
2020 A* conf
Improving Online Rent-or-Buy Algorithms with Sequential Decision Making and ML Predictions.
NeurIPS
Soumya Banerjee
2017 J jnl
Analysing the effect of
Int. J. Adv. Intell. Paradigms
Nishikant Kumar, Soumya Banerjee
2016 J jnl
A Biologically Inspired Model of Distributed Online Communication Supporting Efficient Search and Diffusion of Innovation.
CoRR
Soumya Banerjee
2016 J jnl
Exploring social network privacy measurement using fuzzy vector commitment.
Intell. Decis. Technol.
Manash Sarkar, Soumya Banerjee
2015 J jnl
A Multi-Agent System Approach to Load-Balancing and Resource Allocation for Distributed Computing.
CoRR
Soumya Banerjee, Joshua Hecker
2015 J jnl
Analysis of a Planetary Scale Scientific Collaboration Dataset Reveals Novel Patterns.
CoRR
Soumya Banerjee
2015 — conf
Design and Implementation of a
ECC
Hameed Al-Qaheri, Soumya Banerjee
2011 — conf
Web Ad-Slot Offline Scheduling Using an Ant Colony Algorithm.
ICMLA (2)
Vasile Palade, Soumya Banerjee
2010 J jnl
Digital Watermarking using Ant Colony Optimization in Fractional Fourier Domain.
J. Inf. Hiding Multim. Signal Process.
Hameed Al-Qaheri, Abhijit Mustafi, Soumya Banerjee
2010 J jnl
Fuzzy Market Sentiments Model: Studying Contrarians Strategy under Behavioral Finance.
Egypt. Comput. Sci. J.
Soumya Banerjee, Hameed Al-Qaheri
2007 — conf
OptiTest: Optimizing Test Case Using Hybrid Intelligence.
World Congress on Engineering
Mohammed Al-Fayoumi, Prabhat Kumar Mahanti, Soumya Banerjee
2005 Misc conf
Emotional Ant Based Modeling of Crowd Dynamics.
SYNASC
Soumya Banerjee, Crina Grosan, Ajith Abraham
2005 C conf
IDEAS: Intrusion Detection based on Emotional Ants for Sensors.
ISDA
Soumya Banerjee, Crina Grosan, Ajith Abraham
2005 — conf
Soft Modeling of Group Dynamics and Behavioral Attributes.
WSTST
Soumya Banerjee, Ajith Abraham, Sang-Yong Han, Prabhat Kumar Mahanti