NeSy@IJCAI

Publications

2019

Edjard Mota, Jacob M. Howe, Ana Schramm, Artur S. d'Avila Garcez
Efficient Predicate Invention using Shared NeMuS. NeSy@IJCAI (2019)
Proceedings of the 2019 International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2019), Annual workshop of the Neural-Symbolic Learning and Reasoning Association, Macao, China, August 12, 2019 NeSy@IJCAI (2019)
Martin Svatos, Gustav Sourek, Filip Zelezný
Revisiting Neural-Symbolic Learning Cycle. NeSy@IJCAI (2019)
Yu Gu, Jeff Z. Pan, Gong Cheng, Heiko Paulheim, Giorgos Stoilos
Local ABox Consistency Prediction with Transparent TBoxes Using Gated Graph Neural Networks. NeSy@IJCAI (2019)
Márcio Ferreira Moreno, Daniel Civitarese, Rafael Brandão, Renato Cerqueira
Effective Integration of Symbolic and Connectionist Approaches through a Hybrid Representation. NeSy@IJCAI (2019)
Leonardo Augusto Picanço Barreto, Edjard Mota
Self-Organized Inductive Reasoning with NeMuS. NeSy@IJCAI (2019)
Samy Badreddine, Michael Spranger
Injecting Prior Knowledge for Transfer Learning into Reinforcement Learning Algorithms using Logic Tensor Networks. NeSy@IJCAI (2019)
Gustav Sourek, Filip Zelezný, Ondrej Kuzelka
Scaling up relational templated neural models. NeSy@IJCAI (2019)
Jonathan Rawski
Tensor Product Representations of Subregular Formal Languages. NeSy@IJCAI (2019)
Mehul Bhatt, Jakob Suchan, Srikrishna Varadarajan
Deep Semantics for Explainable Visuospatial Intelligence: Perspectives on Integrating Commonsense Spatial Abstractions and Low-Level Neural Features. NeSy@IJCAI (2019)
Alexander I. Cowen-Rivers, Pasquale Minervini, Sebastian Riedel, Tim Rocktäschel, Jun Wang, Matko Bosnjak
Neural Variational Inference For Estimating Knowledge Graph Embedding Uncertainty. NeSy@IJCAI (2019)
Luc De Raedt, Robin Manhaeve, Sebastijan Dumancic, Thomas Demeester, Angelika Kimmig
Neuro-Symbolic = Neural + Logical + Probabilistic. NeSy@IJCAI (2019)
Ryosuke Kojima, Taisuke Sato
T-PRISM: A tensorized logic programming language for data modelling. NeSy@IJCAI (2019)
Vishal Sunder, Ashwin Srinivasan, Lovekesh Vig, Gautam Shroff, Rohit Rahul
One-shot Information Extraction from Document Images using Neuro-Deductive Program Synthesis. NeSy@IJCAI (2019)
Felipe Salvatore, Sandro Preto, Marcelo Finger, Roberto Hirata Jr.
Using neural models to perform inference. NeSy@IJCAI (2019)
Adrien Bennetot, Jean-Luc Laurent, Raja Chatila, Natalia Díaz Rodríguez
Towards Explainable Neural-Symbolic Visual Reasoning. NeSy@IJCAI (2019)