Analyzing Differentiable Fuzzy Logic Operators

14 February 2020

Erman Acar

Papers citing "Analyzing Differentiable Fuzzy Logic Operators"

30 / 30 papers shown

Title
Standard Neural Computation Alone Is Insufficient for Logical Intelligence Youngsung Kim NAI 59 0 0 04 Feb 2025
Understanding the Logic of Direct Preference Alignment through Logic Kyle Richardson Vivek Srikumar Ashish Sabharwal 121 2 0 23 Dec 2024
Is Complex Query Answering Really Complex? Cosimo Gregucci Bo Xiong Daniel Hernández Lorenzo Loconte Pasquale Minervini Steffen Staab Antonio Vergari ELM 53 2 0 16 Oct 2024
Logic Tensor Networks Samy Badreddine Artur Garcez Luciano Serafini Michael Spranger NAI 96 205 0 25 Dec 2020
Complex Query Answering with Neural Link Predictors Erik Arakelyan Daniel Daza Pasquale Minervini Michael Cochez 44 132 0 06 Nov 2020
Semi-Supervised Learning using Differentiable Reasoning Emile van Krieken Erman Acar F. V. Harmelen DRL 28 21 0 13 Aug 2019
T-Norms Driven Loss Functions for Machine Learning G. Marra Francesco Giannini Michelangelo Diligenti Marco Maggini Marco Gori 58 13 0 26 Jul 2019
Neural Probabilistic Logic Programming in DeepProbLog Robin Manhaeve Sebastijan Dumancic Angelika Kimmig T. Demeester Luc de Raedt NAI 48 550 0 18 Jul 2019
Injecting Prior Knowledge for Transfer Learning into Reinforcement Learning Algorithms using Logic Tensor Networks Samy Badreddine Michael Spranger OffRL 19 14 0 15 Jun 2019
Integrating Learning and Reasoning with Deep Logic Models G. Marra Francesco Giannini Michelangelo Diligenti Marco Gori NAI 48 57 0 14 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 782 93,936 0 11 Oct 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 194 5,363 0 28 Sep 2018
Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge Pasquale Minervini Sebastian Riedel AAML NAI GAN 36 119 0 26 Aug 2018
Constraint-Based Visual Generation G. Marra Francesco Giannini Michelangelo Diligenti Marco Gori 3DV GAN 31 11 0 16 Jul 2018
Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution Judea Pearl CML 30 330 0 11 Jan 2018
Deep Learning: A Critical Appraisal G. Marcus HAI VLM 70 1,037 0 02 Jan 2018
A Semantic Loss Function for Deep Learning with Symbolic Knowledge Jingyi Xu Zilu Zhang Tal Friedman Yitao Liang Guy Van den Broeck 67 447 0 29 Nov 2017
Learning Explanatory Rules from Noisy Data Richard Evans Edward Grefenstette 89 482 0 13 Nov 2017
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation Tarek R. Besold Artur Garcez Sebastian Bader Howard L. Bowman Pedro M. Domingos ... P. Lima L. Penning Gadi Pinkas Hoifung Poon Gerson Zaverucha LRM AI4CE 39 335 0 10 Nov 2017
A systematic study of the class imbalance problem in convolutional neural networks Mateusz Buda A. Maki Maciej A. Mazurowski 87 2,335 0 15 Oct 2017
Adversarial Sets for Regularising Neural Link Predictors Pasquale Minervini T. Demeester Tim Rocktaschel Sebastian Riedel PINN 38 99 0 24 Jul 2017
Logic Tensor Networks for Semantic Image Interpretation Ivan Donadello Luciano Serafini Artur Garcez 69 210 0 24 May 2017
Towards Deep Symbolic Reinforcement Learning M. Garnelo Kai Arulkumaran Murray Shanahan 45 225 0 18 Sep 2016
Lifted Rule Injection for Relation Embeddings T. Demeester Tim Rocktaschel Sebastian Riedel NAI 36 144 0 27 Jun 2016
Harnessing Deep Neural Networks with Logic Rules Zhiting Hu Xuezhe Ma Zhengzhong Liu Eduard H. Hovy Eric Xing AI4CE NAI 29 613 0 21 Mar 2016
Lifted Relational Neural Networks Gustav Sourek Vojtech Aschenbrenner F. Železný Ondrej Kuzelka NAI 28 60 0 20 Aug 2015
Semi-Supervised Learning with Ladder Networks Antti Rasmus Harri Valpola Mikko Honkala Mathias Berglund T. Raiko SSL 56 1,369 0 09 Jul 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 493 149,474 0 22 Dec 2014
Towards a Model Theory for Distributed Representations R. Guha 32 22 0 21 Oct 2014
Loopy Belief Propagation for Approximate Inference: An Empirical Study Kevin P. Murphy Yair Weiss Michael I. Jordan 3DV 97 1,880 0 23 Jan 2013