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Thomas Mesnard
Thomas Mesnard
DeepMind
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Title
Cited by
Cited by
Year
Towards biologically plausible deep learning
Y Bengio, DH Lee, J Bornschein, T Mesnard, Z Lin
arXiv preprint arXiv:1502.04156, 2015
3922015
STDP-compatible approximation of backpropagation in an energy-based model
Y Bengio, T Mesnard, A Fischer, S Zhang, Y Wu
Neural computation 29 (3), 555-577, 2017
1122017
Hindsight credit assignment
A Harutyunyan, W Dabney, T Mesnard, M Gheshlaghi Azar, B Piot, ...
Advances in neural information processing systems 32, 2019
712019
An objective function for STDP
Y Bengio, T Mesnard, A Fischer, S Zhang, Y Wu
arXiv preprint arXiv:1509.05936 5 (6.2), 6.3, 2015
56*2015
Counterfactual credit assignment in model-free reinforcement learning
T Mesnard, T Weber, F Viola, S Thakoor, A Saade, A Harutyunyan, ...
arXiv preprint arXiv:2011.09464, 2020
512020
Generalization of equilibrium propagation to vector field dynamics
B Scellier, A Goyal, J Binas, T Mesnard, Y Bengio
arXiv preprint arXiv:1808.04873, 2018
42*2018
Geometric entropic exploration
ZD Guo, MG Azar, A Saade, S Thakoor, B Piot, BA Pires, M Valko, ...
arXiv preprint arXiv:2101.02055, 2021
322021
Towards deep learning with spiking neurons in energy based models with contrastive hebbian plasticity
T Mesnard, W Gerstner, J Brea
arXiv preprint arXiv:1612.03214, 2016
262016
Ghost units yield biologically plausible backprop in deep neural networks
T Mesnard, G Vignoud, J Sacramento, W Senn, Y Bengio
arXiv preprint arXiv:1911.08585, 2019
52019
From STDP towards Biologically Plausible Deep Learning
Y Bengio, A Fischer, T Mesnard, S Zhang, Y Wu
ICML 2015, Deep Learning Workshop, 2015
52015
Rlaif: Scaling reinforcement learning from human feedback with ai feedback
H Lee, S Phatale, H Mansoor, K Lu, T Mesnard, C Bishop, V Carbune, ...
arXiv preprint arXiv:2309.00267, 2023
42023
Curiosity in hindsight
D Jarrett, C Tallec, F Altché, T Mesnard, R Munos, M Valko
arXiv preprint arXiv:2211.10515, 2022
32022
Connectionist Temporal Classification: Labelling Unsegmented Sequences with Recurrent Neural Networks
A AUVOLAT, T MESNARD
12006
Quantile Credit Assignment
T Mesnard, W Chen, A Saade, Y Tang, M Rowland, T Weber, C Lyle, ...
2023
Curiosity in Hindsight: Intrinsic Exploration in Stochastic Environments
D Jarrett, C Tallec, F Altché, T Mesnard, R Munos, M Valko
2023
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Articles 1–15