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Biswa Sengupta
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2020 – today
- 2024
- [c7]Yat Long Lo, Biswa Sengupta, Jakob Nicolaus Foerster, Michael Noukhovitch:
Learning Multi-Agent Communication with Contrastive Learning. ICLR 2024 - 2023
- [i22]Yat Long Lo, Biswa Sengupta, Jakob N. Foerster, Michael Noukhovitch:
Learning to Communicate using Contrastive Learning. CoRR abs/2307.01403 (2023) - 2022
- [c6]Diogo S. Carvalho, Biswa Sengupta:
Hierarchically Structured Scheduling and Execution of Tasks in a Multi-agent Environment. EPIA 2022: 15-26 - [i21]Diogo S. Carvalho, Biswa Sengupta:
Hierarchically Structured Scheduling and Execution of Tasks in a Multi-Agent Environment. CoRR abs/2203.03021 (2022) - [i20]Yat Long Lo, Biswa Sengupta:
Learning to Ground Decentralized Multi-Agent Communication with Contrastive Learning. CoRR abs/2203.03344 (2022) - [i19]Stelios Stavroulakis, Biswa Sengupta:
Reinforcement Learning for Location-Aware Scheduling. CoRR abs/2203.03480 (2022) - [i18]Tim Tsz-Kit Lau
, Biswa Sengupta:
The Multi-Agent Pickup and Delivery Problem: MAPF, MARL and Its Warehouse Applications. CoRR abs/2203.07092 (2022) - [i17]Qinjie Lin, Han Liu, Biswa Sengupta:
Switch Trajectory Transformer with Distributional Value Approximation for Multi-Task Reinforcement Learning. CoRR abs/2203.07413 (2022) - [i16]Guo Ye, Han Liu, Biswa Sengupta:
Learning to Infer Belief Embedded Communication. CoRR abs/2203.07832 (2022) - 2021
- [j16]Lancelot Da Costa
Neural Dynamics under Active Inference: Plausibility and Efficiency of Information Processing. Entropy 23(4): 454 (2021)
2010 – 2019
- 2019
- [j15]Yu Qian, Biswa Sengupta:
Pillar Networks: Combining parametric with non-parametric methods for action recognition. Robotics Auton. Syst. 118: 47-54 (2019) - 2018
- [j14]Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran
Generative Adversarial Networks: An Overview. IEEE Signal Process. Mag. 35(1): 53-65 (2018) - [c5]Alessandro Bay, Biswa Sengupta:
GeoSeq2Seq: Information Geometric Sequence-to-Sequence Networks. ICLR (Workshop) 2018 - [i15]Biswa Sengupta, Karl J. Friston:
How Robust are Deep Neural Networks? CoRR abs/1804.11313 (2018) - 2017
- [c4]Yu Qian, Eduard Vazquez, Biswa Sengupta:
Differential Geometric Retrieval of Deep Features. ICDM Workshops 2017: 539-544 - [i14]Yu Qian, Eduard Vazquez, Biswa Sengupta:
Deep Geometric Retrieval. CoRR abs/1702.06383 (2017) - [i13]Biswa Sengupta, Eduard Vazquez, Michele Sasdelli, Yu Qian, Martin Peniak, L. Netherton, G. Delfino:
Large-scale image analysis using docker sandboxing. CoRR abs/1703.02898 (2017) - [i12]Biswa Sengupta, E. Vasquez, Yu Qian:
Deep Tensor Encoding. CoRR abs/1703.06324 (2017) - [i11]Biswa Sengupta, Karl J. Friston:
Approximate Bayesian inference as a gauge theory. CoRR abs/1705.06614 (2017) - [i10]Gerald K. Cooray, Richard Rosch, Torsten Baldeweg, Louis Lemieux, Karl J. Friston, Biswa Sengupta:
Bayesian Belief Updating of Spatiotemporal Seizure Dynamics. CoRR abs/1705.07278 (2017) - [i9]Yu Qian, P. Giaccone, Michele Sasdelli, Eduard Vasquez, Biswa Sengupta:
Algorithmic clothing: hybrid recommendation, from street-style-to-shop. CoRR abs/1705.09451 (2017) - [i8]Biswa Sengupta, Yu Qian:
Pillar Networks for action recognition. CoRR abs/1707.06923 (2017) - [i7]Biswa Sengupta, Yu Qian:
Pillar Networks++: Distributed non-parametric deep and wide networks. CoRR abs/1708.06250 (2017) - [i6]Alessandro Bay, Biswa Sengupta:
Approximating meta-heuristics with homotopic recurrent neural networks. CoRR abs/1709.02194 (2017) - [i5]Alessandro Bay, Biswa Sengupta:
Sequence stacking using dual encoder Seq2Seq recurrent networks. CoRR abs/1710.04211 (2017) - [i4]Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran, Biswa Sengupta, Anil A. Bharath:
Generative Adversarial Networks: An Overview. CoRR abs/1710.07035 (2017) - [i3]Alessandro Bay, Biswa Sengupta:
GeoSeq2Seq: Information Geometric Sequence-to-Sequence Networks. CoRR abs/1710.09363 (2017) - [i2]Antonia Creswell, Anil A. Bharath, Biswa Sengupta:
LatentPoison - Adversarial Attacks On The Latent Space. CoRR abs/1711.02879 (2017) - [i1]Antonia Creswell, Anil A. Bharath, Biswa Sengupta:
Conditional Autoencoders with Adversarial Information Factorization. CoRR abs/1711.05175 (2017) - 2016
- [j13]Biswa Sengupta, Karl J. Friston
Gradient-based MCMC samplers for dynamic causal modelling. NeuroImage 125: 1107-1118 (2016) - [j12]Gerald K. Cooray
Dynamic causal modelling of electrographic seizure activity using Bayesian belief updating. NeuroImage 125: 1142-1154 (2016) - [j11]Will D. Penny, Biswa Sengupta:
Annealed Importance Sampling for Neural Mass Models. PLoS Comput. Biol. 12(3) (2016) - 2015
- [j10]Biswa Sengupta, Karl J. Friston
Gradient-free MCMC methods for dynamic causal modelling. NeuroImage 112: 375-381 (2015) - [j9]Gerald K. Cooray
Characterising seizures in anti-NMDA-receptor encephalitis with dynamic causal modelling. NeuroImage 118: 508-519 (2015) - 2014
- [j8]Biswa Sengupta
Efficient gradient computation for dynamical models. NeuroImage 98: 521-527 (2014) - [j7]Karl J. Friston
Cognitive Dynamics: From Attractors to Active Inference. Proc. IEEE 102(4): 427-445 (2014) - [j6]Biswa Sengupta
Power Consumption During Neuronal Computation. Proc. IEEE 102(5): 738-750 (2014) - [j5]Biswa Sengupta
Consequences of Converting Graded to Action Potentials upon Neural Information Coding and Energy Efficiency. PLoS Comput. Biol. 10(1) (2014) - [j4]James M. Osborne
Ten Simple Rules for Effective Computational Research. PLoS Comput. Biol. 10(3) (2014) - 2013
- [j3]Biswa Sengupta
Information and Efficiency in the Nervous System - A Synthesis. PLoS Comput. Biol. 9(7) (2013) - [j2]Biswa Sengupta
Balanced Excitatory and Inhibitory Synaptic Currents Promote Efficient Coding and Metabolic Efficiency. PLoS Comput. Biol. 9(10) (2013) - 2011
- [c3]Martin B. Stemmler, Biswa Sengupta, Simon B. Laughlin, Jeremy E. Niven:
Energetically Optimal Action Potentials. NIPS 2011: 1566-1574 - 2010
- [j1]Biswa Sengupta
Action Potential Energy Efficiency Varies Among Neuron Types in Vertebrates and Invertebrates. PLoS Comput. Biol. 6(7) (2010)
2000 – 2009
- 2005
- [c2]Biswa Sengupta:
Modeling of Short-Term Synaptic Plasticity Using Dynamic Synapses. ICNC (1) 2005: 429-438 - [c1]Biswa Sengupta, Jim Austin, Gary Green:
Modeling of Dual-Route Fear Conditioning Paradigm in the Auditory Cortex. IICAI 2005: 3632-3644
Coauthor Index
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