Biswa Sengupta

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 33

Top Topics

Dynamical Model

Hierarchically Structured

Belief Updating

Top Venues

PLoS Comput. Biol.

Publications

Yat Long Lo, Biswa Sengupta, Jakob Nicolaus Foerster, Michael Noukhovitch
Learning Multi-Agent Communication with Contrastive Learning. ICLR (2024)
Yat Long Lo, Biswa Sengupta, Jakob N. Foerster, Michael Noukhovitch
Learning to Communicate using Contrastive Learning. CoRR (2023)
Qinjie Lin, Han Liu, Biswa Sengupta
Switch Trajectory Transformer with Distributional Value Approximation for Multi-Task Reinforcement Learning. CoRR (2022)
Guo Ye, Han Liu, Biswa Sengupta
Learning to Infer Belief Embedded Communication. CoRR (2022)
Tim Tsz-Kit Lau, Biswa Sengupta
The Multi-Agent Pickup and Delivery Problem: MAPF, MARL and Its Warehouse Applications. CoRR (2022)
Diogo S. Carvalho, Biswa Sengupta
Hierarchically Structured Scheduling and Execution of Tasks in a Multi-Agent Environment. CoRR (2022)
Diogo S. Carvalho, Biswa Sengupta
Hierarchically Structured Scheduling and Execution of Tasks in a Multi-agent Environment. EPIA (2022)
Yat Long Lo, Biswa Sengupta
Learning to Ground Decentralized Multi-Agent Communication with Contrastive Learning. CoRR (2022)
Stelios Stavroulakis, Biswa Sengupta
Reinforcement Learning for Location-Aware Scheduling. CoRR (2022)
Lancelot Da Costa, Thomas Parr, Biswa Sengupta, Karl J. Friston
Neural Dynamics under Active Inference: Plausibility and Efficiency of Information Processing. Entropy 23 (4) (2021)
Aditya Singh, Alessandro Bay, Biswa Sengupta, Andrea Mirabile
On the Dark Side of Calibration for Modern Neural Networks. CoRR (2021)
Yu Qian, Biswa Sengupta
Pillar Networks: Combining parametric with non-parametric methods for action recognition. Robotics Auton. Syst. 118 (2019)
Biswa Sengupta, Karl J. Friston
How Robust are Deep Neural Networks? CoRR (2018)
Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran, Biswa Sengupta, Anil A. Bharath
Generative Adversarial Networks: An Overview. IEEE Signal Process. Mag. 35 (1) (2018)
Alessandro Bay, Biswa Sengupta
GeoSeq2Seq: Information Geometric Sequence-to-Sequence Networks. ICLR (Workshop) (2018)
Yu Qian, P. Giaccone, Michele Sasdelli, Eduard Vasquez, Biswa Sengupta
Algorithmic clothing: hybrid recommendation, from street-style-to-shop. CoRR (2017)
Alessandro Bay, Biswa Sengupta
Sequence stacking using dual encoder Seq2Seq recurrent networks. CoRR (2017)
Yu Qian, Eduard Vazquez, Biswa Sengupta
Differential Geometric Retrieval of Deep Features. ICDM Workshops (2017)
Biswa Sengupta, Yu Qian
Pillar Networks++: Distributed non-parametric deep and wide networks. CoRR (2017)
Antonia Creswell, Anil A. Bharath, Biswa Sengupta
LatentPoison - Adversarial Attacks On The Latent Space. CoRR (2017)
Gerald K. Cooray, Richard Rosch, Torsten Baldeweg, Louis Lemieux, Karl J. Friston, Biswa Sengupta
Bayesian Belief Updating of Spatiotemporal Seizure Dynamics. CoRR (2017)
Yu Qian, Eduard Vazquez, Biswa Sengupta
Deep Geometric Retrieval. CoRR (2017)
Biswa Sengupta, Yu Qian
Pillar Networks for action recognition. CoRR (2017)
Antonia Creswell, Anil A. Bharath, Biswa Sengupta
Conditional Autoencoders with Adversarial Information Factorization. CoRR (2017)
Alessandro Bay, Biswa Sengupta
GeoSeq2Seq: Information Geometric Sequence-to-Sequence Networks. CoRR (2017)
Biswa Sengupta, Eduard Vazquez, Michele Sasdelli, Yu Qian, Martin Peniak, L. Netherton, G. Delfino
Large-scale image analysis using docker sandboxing. CoRR (2017)
Alessandro Bay, Biswa Sengupta
Approximating meta-heuristics with homotopic recurrent neural networks. CoRR (2017)
Biswa Sengupta, Karl J. Friston
Approximate Bayesian inference as a gauge theory. CoRR (2017)
Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran, Biswa Sengupta, Anil A. Bharath
Generative Adversarial Networks: An Overview. CoRR (2017)
Biswa Sengupta, E. Vasquez, Yu Qian
Deep Tensor Encoding. CoRR (2017)
Gerald K. Cooray, Biswa Sengupta, Pamela K. Douglas, Karl J. Friston
Dynamic causal modelling of electrographic seizure activity using Bayesian belief updating. NeuroImage 125 (2016)
Will D. Penny, Biswa Sengupta
Annealed Importance Sampling for Neural Mass Models. PLoS Comput. Biol. 12 (3) (2016)
Biswa Sengupta, Karl J. Friston, Will D. Penny
Gradient-based MCMC samplers for dynamic causal modelling. NeuroImage 125 (2016)
Biswa Sengupta, Karl J. Friston, William D. Penny
Gradient-free MCMC methods for dynamic causal modelling. NeuroImage 112 (2015)
Gerald K. Cooray, Biswa Sengupta, Pamela K. Douglas, Marita Englund, Ronny Wickstrom, Karl J. Friston
Characterising seizures in anti-NMDA-receptor encephalitis with dynamic causal modelling. NeuroImage 118 (2015)
Biswa Sengupta, Martin B. Stemmler
Power Consumption During Neuronal Computation. Proc. IEEE 102 (5) (2014)
Karl J. Friston, Biswa Sengupta, Gennaro Auletta
Cognitive Dynamics: From Attractors to Active Inference. Proc. IEEE 102 (4) (2014)
Biswa Sengupta, Karl J. Friston, William D. Penny
Efficient gradient computation for dynamical models. NeuroImage 98 (2014)
Biswa Sengupta, Simon Barry Laughlin, Jeremy Edward Niven
Consequences of Converting Graded to Action Potentials upon Neural Information Coding and Energy Efficiency. PLoS Comput. Biol. 10 (1) (2014)
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
Ten Simple Rules for Effective Computational Research. PLoS Comput. Biol. 10 (3) (2014)
Biswa Sengupta, Martin B. Stemmler, Karl J. Friston
Information and Efficiency in the Nervous System - A Synthesis. PLoS Comput. Biol. 9 (7) (2013)
Biswa Sengupta, Simon B. Laughlin, Jeremy E. Niven
Balanced Excitatory and Inhibitory Synaptic Currents Promote Efficient Coding and Metabolic Efficiency. PLoS Comput. Biol. 9 (10) (2013)
Martin B. Stemmler, Biswa Sengupta, Simon B. Laughlin, Jeremy E. Niven
Energetically Optimal Action Potentials. NIPS (2011)
Biswa Sengupta, Martin Stemmler, Simon B. Laughlin, Jeremy E. Niven
Action Potential Energy Efficiency Varies Among Neuron Types in Vertebrates and Invertebrates. PLoS Comput. Biol. 6 (7) (2010)
Biswa Sengupta
Modeling of Short-Term Synaptic Plasticity Using Dynamic Synapses. ICNC (1) (2005)
Biswa Sengupta, Jim Austin, Gary Green
Modeling of Dual-Route Fear Conditioning Paradigm in the Auditory Cortex. IICAI (2005)