VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming

7 February 2022

Papers citing "VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming"

18 / 18 papers shown

Title
Independence Is Not an Issue in Neurosymbolic AI Håkan Karlsson Faronius Pedro Zuidberg Dos Martires 29 0 0 10 Apr 2025
Interpreting CLIP with Hierarchical Sparse Autoencoders Vladimir Zaigrajew Hubert Baniecki P. Biecek 49 0 0 27 Feb 2025
Beyond the convexity assumption: Realistic tabular data generation under quantifier-free real linear constraints Mihaela C. Stoian Eleonora Giunchiglia 75 2 0 25 Feb 2025
Neural Concept Binder Wolfgang Stammer Antonia Wüst David Steinmann Kristian Kersting OCL 26 4 0 14 Jun 2024
A Survey on the Integration of Generative AI for Critical Thinking in Mobile Networks Athanasios Karapantelakis Alexandros Nikou Ajay Kattepur Jean Martins Leonid Mokrushin S. Mohalik Marin Orlic Aneta Vulgarakis Feljan 19 1 0 10 Apr 2024
BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts Emanuele Marconato Samuele Bortolotti Emile van Krieken Antonio Vergari Andrea Passerini Stefano Teso 33 17 0 19 Feb 2024
How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data Mihaela C. Stoian Salijona Dyrmishi Maxime Cordy Thomas Lukasiewicz Eleonora Giunchiglia 15 14 0 07 Feb 2024
Compositional Generative Modeling: A Single Model is Not All You Need Yilun Du L. Kaelbling PINN GAN 44 19 0 02 Feb 2024
Concept-based Explainable Artificial Intelligence: A Survey Eleonora Poeta Gabriele Ciravegna Eliana Pastor Tania Cerquitelli Elena Baralis LRM XAI 14 41 0 20 Dec 2023
GenCO: Generating Diverse Designs with Combinatorial Constraints Aaron Ferber Arman Zharmagambetov Taoan Huang B. Dilkina Yuandong Tian 3DV 25 0 0 03 Oct 2023
Interpretability is in the Mind of the Beholder: A Causal Framework for Human-interpretable Representation Learning Emanuele Marconato Andrea Passerini Stefano Teso 4 13 0 14 Sep 2023
Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts Emanuele Marconato Stefano Teso Antonio Vergari Andrea Passerini 19 30 0 31 May 2023
Neural Probabilistic Logic Programming in Discrete-Continuous Domains Lennert De Smet Pedro Zuidberg Dos Martires Robin Manhaeve G. Marra Angelika Kimmig Luc de Raedt NAI 9 20 0 08 Mar 2023
Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal Emanuele Marconato G. Bontempo E. Ficarra Simone Calderara Andrea Passerini Stefano Teso NAI LRM CLL 10 20 0 02 Feb 2023
From Statistical Relational to Neurosymbolic Artificial Intelligence: a Survey Giuseppe Marra Sebastijan Dumancic Robin Manhaeve Luc de Raedt NAI 18 59 0 25 Aug 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
Generative Neurosymbolic Machines Jindong Jiang Sungjin Ahn BDL OCL 202 63 0 23 Oct 2020
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 208 809 0 04 Apr 2018