Biswa Sengupta

47 papers A* 1Misc 1Journal 40Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	JPmHC Dynamical Isometry via Orthogonal Hyper-Connections. CoRR Biswa Sengupta, Jinhua Wang, Leo Maxime Brunswic
2024	A*	`conf`	Learning Multi-Agent Communication with Contrastive Learning. ICLR Yat Long Lo, Biswa Sengupta, Jakob Nicolaus Foerster, Michael Noukhovitch
2024	J	`jnl`	The EU AI Act and the Wager on Trustworthy AI. Commun. ACM Alejandro Bellogín, Oliver Grau, Stefan Larsson, Gerhard Schimpf, Biswa Sengupta, Gürkan Solmaz
2023	J	`jnl`	Learning to Communicate using Contrastive Learning. CoRR Yat Long Lo, Biswa Sengupta, Jakob N. Foerster, Michael Noukhovitch
2022	J	`jnl`	Hierarchically Structured Scheduling and Execution of Tasks in a Multi-Agent Environment. CoRR Diogo S. Carvalho, Biswa Sengupta
2022	Misc	`conf`	Hierarchically Structured Scheduling and Execution of Tasks in a Multi-agent Environment. EPIA Diogo S. Carvalho, Biswa Sengupta
2022	J	`jnl`	Learning to Ground Decentralized Multi-Agent Communication with Contrastive Learning. CoRR Yat Long Lo, Biswa Sengupta
2022	J	`jnl`	Learning to Infer Belief Embedded Communication. CoRR Guo Ye, Han Liu, Biswa Sengupta
2022	J	`jnl`	Reinforcement Learning for Location-Aware Scheduling. CoRR Stelios Stavroulakis, Biswa Sengupta
2022	J	`jnl`	Switch Trajectory Transformer with Distributional Value Approximation for Multi-Task Reinforcement Learning. CoRR Qinjie Lin, Han Liu, Biswa Sengupta
2022	J	`jnl`	The Multi-Agent Pickup and Delivery Problem: MAPF, MARL and Its Warehouse Applications. CoRR Tim Tsz-Kit Lau, Biswa Sengupta
2021	J	`jnl`	Neural Dynamics under Active Inference: Plausibility and Efficiency of Information Processing. Entropy Lancelot Da Costa, Thomas Parr, Biswa Sengupta, Karl J. Friston
2019	J	`jnl`	Pillar Networks: Combining parametric with non-parametric methods for action recognition. Robotics Auton. Syst. Yu Qian, Biswa Sengupta
2018	J	`jnl`	Generative Adversarial Networks: An Overview. IEEE Signal Process. Mag. Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran, Biswa Sengupta, Anil A. Bharath
2018	—	`conf`	GeoSeq2Seq: Information Geometric Sequence-to-Sequence Networks. ICLR (Workshop) Alessandro Bay, Biswa Sengupta
2018	J	`jnl`	How Robust are Deep Neural Networks? CoRR Biswa Sengupta, Karl J. Friston
2017	J	`jnl`	Algorithmic clothing: hybrid recommendation, from street-style-to-shop. CoRR Yu Qian, P. Giaccone, Michele Sasdelli, Eduard Vasquez, Biswa Sengupta
2017	J	`jnl`	Approximate Bayesian inference as a gauge theory. CoRR Biswa Sengupta, Karl J. Friston
2017	J	`jnl`	Approximating meta-heuristics with homotopic recurrent neural networks. CoRR Alessandro Bay, Biswa Sengupta
2017	J	`jnl`	Bayesian Belief Updating of Spatiotemporal Seizure Dynamics. CoRR Gerald K. Cooray, Richard Rosch, Torsten Baldeweg, Louis Lemieux, Karl J. Friston, Biswa Sengupta
2017	J	`jnl`	Conditional Autoencoders with Adversarial Information Factorization. CoRR Antonia Creswell, Anil A. Bharath, Biswa Sengupta
2017	J	`jnl`	Deep Geometric Retrieval. CoRR Yu Qian, Eduard Vazquez, Biswa Sengupta
2017	J	`jnl`	Deep Tensor Encoding. CoRR Biswa Sengupta, E. Vasquez, Yu Qian
2017	—	`conf`	Differential Geometric Retrieval of Deep Features. ICDM Workshops Yu Qian, Eduard Vazquez, Biswa Sengupta
2017	J	`jnl`	Generative Adversarial Networks: An Overview. CoRR Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran, Biswa Sengupta, Anil A. Bharath
2017	J	`jnl`	GeoSeq2Seq: Information Geometric Sequence-to-Sequence Networks. CoRR Alessandro Bay, Biswa Sengupta
2017	J	`jnl`	Large-scale image analysis using docker sandboxing. CoRR Biswa Sengupta, Eduard Vazquez, Michele Sasdelli, Yu Qian, Martin Peniak, L. Netherton, G. Delfino
2017	J	`jnl`	LatentPoison - Adversarial Attacks On The Latent Space. CoRR Antonia Creswell, Anil A. Bharath, Biswa Sengupta
2017	J	`jnl`	Pillar Networks for action recognition. CoRR Biswa Sengupta, Yu Qian
2017	J	`jnl`	Pillar Networks++: Distributed non-parametric deep and wide networks. CoRR Biswa Sengupta, Yu Qian
2017	J	`jnl`	Sequence stacking using dual encoder Seq2Seq recurrent networks. CoRR Alessandro Bay, Biswa Sengupta
2016	J	`jnl`	Annealed Importance Sampling for Neural Mass Models. PLoS Comput. Biol. Will D. Penny, Biswa Sengupta
2016	J	`jnl`	Dynamic causal modelling of electrographic seizure activity using Bayesian belief updating. NeuroImage Gerald K. Cooray, Biswa Sengupta, Pamela K. Douglas, Karl J. Friston
2016	J	`jnl`	Gradient-based MCMC samplers for dynamic causal modelling. NeuroImage Biswa Sengupta, Karl J. Friston, Will D. Penny
2015	J	`jnl`	Characterising seizures in anti-NMDA-receptor encephalitis with dynamic causal modelling. NeuroImage Gerald K. Cooray, Biswa Sengupta, Pamela K. Douglas, Marita Englund, Ronny Wickstrom, Karl J. Friston
2015	J	`jnl`	Gradient-free MCMC methods for dynamic causal modelling. NeuroImage Biswa Sengupta, Karl J. Friston, William D. Penny
2014	J	`jnl`	Cognitive Dynamics: From Attractors to Active Inference. Proc. IEEE Karl J. Friston, Biswa Sengupta, Gennaro Auletta
2014	J	`jnl`	Consequences of Converting Graded to Action Potentials upon Neural Information Coding and Energy Efficiency. PLoS Comput. Biol. Biswa Sengupta, Simon Barry Laughlin, Jeremy Edward Niven
2014	J	`jnl`	Efficient gradient computation for dynamical models. NeuroImage Biswa Sengupta, Karl J. Friston, William D. Penny
2014	J	`jnl`	Power Consumption During Neuronal Computation. Proc. IEEE Biswa Sengupta, Martin B. Stemmler
2014	J	`jnl`	Ten Simple Rules for Effective Computational Research. PLoS Comput. Biol. 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
2013	J	`jnl`	Balanced Excitatory and Inhibitory Synaptic Currents Promote Efficient Coding and Metabolic Efficiency. PLoS Comput. Biol. Biswa Sengupta, Simon B. Laughlin, Jeremy E. Niven
2013	J	`jnl`	Information and Efficiency in the Nervous System - A Synthesis. PLoS Comput. Biol. Biswa Sengupta, Martin B. Stemmler, Karl J. Friston
2011	—	`conf`	Energetically Optimal Action Potentials. NIPS Martin B. Stemmler, Biswa Sengupta, Simon B. Laughlin, Jeremy E. Niven
2010	J	`jnl`	Action Potential Energy Efficiency Varies Among Neuron Types in Vertebrates and Invertebrates. PLoS Comput. Biol. Biswa Sengupta, Martin Stemmler, Simon B. Laughlin, Jeremy E. Niven
2005	—	`conf`	Modeling of Dual-Route Fear Conditioning Paradigm in the Auditory Cortex. IICAI Biswa Sengupta, Jim Austin, Gary Green
2005	—	`conf`	Modeling of Short-Term Synaptic Plasticity Using Dynamic Synapses. ICNC (1) Biswa Sengupta