Nonparametric Bayesian Deep Networks with Local Competition

19 May 2018

Papers citing "Nonparametric Bayesian Deep Networks with Local Competition"

7 / 7 papers shown

Title
Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning Andrei Semenov Vladimir Ivanov Aleksandr Beznosikov Alexander Gasnikov 29 6 0 04 Apr 2024
Stochastic Deep Networks with Linear Competing Units for Model-Agnostic Meta-Learning Konstantinos Kalais S. Chatzis BDL 19 8 0 02 Aug 2022
Rethinking Bayesian Learning for Data Analysis: The Art of Prior and Inference in Sparsity-Aware Modeling Lei Cheng Feng Yin Sergios Theodoridis S. Chatzis Tsung-Hui Chang 60 74 0 28 May 2022
Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness Konstantinos P. Panousis S. Chatzis Sergios Theodoridis BDL AAML 58 11 0 05 Dec 2021
Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation Andreas Voskou Konstantinos P. Panousis D. Kosmopoulos Dimitris N. Metaxas S. Chatzis SLR 20 43 0 01 Sep 2021
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning Konstantinos P. Panousis S. Chatzis Antonios Alexos Sergios Theodoridis BDL AAML OOD 56 19 0 04 Jan 2021
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 261 9,134 0 06 Jun 2015