Biswa Sengupta

According to our database, Biswa Sengupta authored at least 42 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Learning Multi-Agent Communication with Contrastive Learning.

Yat Long Lo, Biswa Sengupta, Jakob Nicolaus Foerster, Michael Noukhovitch

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Learning to Communicate using Contrastive Learning.

Yat Long Lo, Biswa Sengupta, Jakob N. Foerster, Michael Noukhovitch

CoRR, 2023

2022

Learning to Infer Belief Embedded Communication.

Guo Ye, Han Liu, Biswa Sengupta

CoRR, 2022

Switch Trajectory Transformer with Distributional Value Approximation for Multi-Task Reinforcement Learning.

Qinjie Lin, Han Liu, Biswa Sengupta

CoRR, 2022

The Multi-Agent Pickup and Delivery Problem: MAPF, MARL and Its Warehouse Applications.

Tim Tsz-Kit Lau, Biswa Sengupta

CoRR, 2022

Reinforcement Learning for Location-Aware Scheduling.

Stelios Stavroulakis, Biswa Sengupta

CoRR, 2022

Learning to Ground Decentralized Multi-Agent Communication with Contrastive Learning.

Yat Long Lo, Biswa Sengupta

CoRR, 2022

Hierarchically Structured Scheduling and Execution of Tasks in a Multi-agent Environment.

Diogo S. Carvalho, Biswa Sengupta

Proceedings of the Progress in Artificial Intelligence, 2022

2021

Neural Dynamics under Active Inference: Plausibility and Efficiency of Information Processing.

Lancelot Da Costa, Thomas Parr, Biswa Sengupta, Karl J. Friston

Entropy, 2021

2019

Pillar Networks: Combining parametric with non-parametric methods for action recognition.

Yu Qian, Biswa Sengupta

Robotics Auton. Syst., 2019

2018

Generative Adversarial Networks: An Overview.

Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran, Biswa Sengupta, Anil A. Bharath

IEEE Signal Process. Mag., 2018

How Robust are Deep Neural Networks?

Biswa Sengupta, Karl J. Friston

CoRR, 2018

GeoSeq2Seq: Information Geometric Sequence-to-Sequence Networks.

Alessandro Bay, Biswa Sengupta

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Conditional Autoencoders with Adversarial Information Factorization.

Antonia Creswell, Anil A. Bharath, Biswa Sengupta

CoRR, 2017

LatentPoison - Adversarial Attacks On The Latent Space.

Antonia Creswell, Anil A. Bharath, Biswa Sengupta

CoRR, 2017

Sequence stacking using dual encoder Seq2Seq recurrent networks.

Alessandro Bay, Biswa Sengupta

CoRR, 2017

Approximating meta-heuristics with homotopic recurrent neural networks.

Alessandro Bay, Biswa Sengupta

CoRR, 2017

Pillar Networks++: Distributed non-parametric deep and wide networks.

Biswa Sengupta, Yu Qian

CoRR, 2017

Large-scale image analysis using docker sandboxing.

Biswa Sengupta, Eduard Vazquez, Michele Sasdelli, Yu Qian, Martin Peniak, L. Netherton, G. Delfino

CoRR, 2017

Deep Tensor Encoding.

Biswa Sengupta, E. Vasquez, Yu Qian

CoRR, 2017

Pillar Networks for action recognition.

Biswa Sengupta, Yu Qian

CoRR, 2017

Approximate Bayesian inference as a gauge theory.

Biswa Sengupta, Karl J. Friston

CoRR, 2017

Deep Geometric Retrieval.

Yu Qian, Eduard Vazquez, Biswa Sengupta

CoRR, 2017

Algorithmic clothing: hybrid recommendation, from street-style-to-shop.

Yu Qian, P. Giaccone, Michele Sasdelli, Eduard Vasquez, Biswa Sengupta

CoRR, 2017

Bayesian Belief Updating of Spatiotemporal Seizure Dynamics.

Gerald K. Cooray, Richard Rosch, Torsten Baldeweg, Louis Lemieux, Karl J. Friston, Biswa Sengupta

CoRR, 2017

Differential Geometric Retrieval of Deep Features.

Yu Qian, Eduard Vazquez, Biswa Sengupta

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

2016

Annealed Importance Sampling for Neural Mass Models.

Will D. Penny, Biswa Sengupta

PLoS Comput. Biol., 2016

Gradient-based MCMC samplers for dynamic causal modelling.

Biswa Sengupta, Karl J. Friston, Will D. Penny

NeuroImage, 2016

Dynamic causal modelling of electrographic seizure activity using Bayesian belief updating.

Gerald K. Cooray, Biswa Sengupta, Pamela K. Douglas, Karl J. Friston

NeuroImage, 2016

2015

Gradient-free MCMC methods for dynamic causal modelling.

Biswa Sengupta, Karl J. Friston, William D. Penny

NeuroImage, 2015

Characterising seizures in anti-NMDA-receptor encephalitis with dynamic causal modelling.

Gerald K. Cooray, Biswa Sengupta, Pamela K. Douglas, Marita Englund, Ronny Wickstrom, Karl J. Friston

NeuroImage, 2015

2014

Consequences of Converting Graded to Action Potentials upon Neural Information Coding and Energy Efficiency.

Biswa Sengupta, Simon Barry Laughlin, Jeremy Edward Niven

PLoS Comput. Biol., 2014

Ten Simple Rules for Effective Computational Research.

James M. Osborne, Miguel O. Bernabeu, Maria Bruna, Ben Calderhead, Jonathan Cooper, Neil Dalchau, Sara-Jane Dunn, Alexander G. Fletcher, Robin Freeman, Derek Groen, Bernhard Knapp, Greg J. McInerny, Gary R. Mirams, Joe Pitt-Francis, Biswa Sengupta, David W. Wright, Christian A. Yates, David Gavaghan, Stephen Emmott, Charlotte M. Deane

PLoS Comput. Biol., 2014

Power Consumption During Neuronal Computation.

Biswa Sengupta, Martin B. Stemmler

Proc. IEEE, 2014

Cognitive Dynamics: From Attractors to Active Inference.

Karl J. Friston, Biswa Sengupta, Gennaro Auletta

Proc. IEEE, 2014

Efficient gradient computation for dynamical models.

Biswa Sengupta, Karl J. Friston, William D. Penny

NeuroImage, 2014

2013

Information and Efficiency in the Nervous System - A Synthesis.

Biswa Sengupta, Martin B. Stemmler, Karl J. Friston

PLoS Comput. Biol., 2013

Balanced Excitatory and Inhibitory Synaptic Currents Promote Efficient Coding and Metabolic Efficiency.

Biswa Sengupta, Simon B. Laughlin, Jeremy E. Niven

PLoS Comput. Biol., 2013

2011

Energetically Optimal Action Potentials.

Martin B. Stemmler, Biswa Sengupta, Simon B. Laughlin, Jeremy E. Niven

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2010

Action Potential Energy Efficiency Varies Among Neuron Types in Vertebrates and Invertebrates.

Biswa Sengupta, Martin Stemmler, Simon B. Laughlin, Jeremy E. Niven

PLoS Comput. Biol., 2010

2005

Modeling of Dual-Route Fear Conditioning Paradigm in the Auditory Cortex.

Biswa Sengupta, Jim Austin, Gary Green

Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005

Modeling of Short-Term Synaptic Plasticity Using Dynamic Synapses.

Biswa Sengupta

Proceedings of the Advances in Natural Computation, First International Conference, 2005