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14th NeSy@IJCAI 2019, Macao, China
- Derek Doran, Artur S. d'Avila Garcez, Freddy Lécué:

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. 2019 - Martin Svatos, Gustav Sourek, Filip Zelezný:

Revisiting Neural-Symbolic Learning Cycle. NeSy@IJCAI 2019 - Ryosuke Kojima, Taisuke Sato:

T-PRISM: A tensorized logic programming language for data modelling. NeSy@IJCAI 2019 - Samy Badreddine, Michael Spranger:

Injecting Prior Knowledge for Transfer Learning into Reinforcement Learning Algorithms using Logic Tensor Networks. NeSy@IJCAI 2019 - Leonardo Augusto Picanço Barreto, Edjard Mota:

Self-Organized Inductive Reasoning with NeMuS. 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 - Jonathan Rawski:

Tensor Product Representations of Subregular Formal Languages. 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 - 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 - Luc De Raedt, Robin Manhaeve, Sebastijan Dumancic, Thomas Demeester, Angelika Kimmig:

Neuro-Symbolic = Neural + Logical + Probabilistic. NeSy@IJCAI 2019 - Edjard Mota, Jacob M. Howe, Ana Schramm, Artur S. d'Avila Garcez:

Efficient Predicate Invention using Shared NeMuS. NeSy@IJCAI 2019 - Gustav Sourek, Filip Zelezný, Ondrej Kuzelka:

Scaling up relational templated neural models. NeSy@IJCAI 2019 - Adrien Bennetot, Jean-Luc Laurent, Raja Chatila, Natalia Díaz Rodríguez:

Towards Explainable Neural-Symbolic Visual Reasoning. 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 - 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 - Felipe de Souza Salvatore, Sandro Preto, Marcelo Finger, Roberto Hirata Jr.:

Using neural models to perform inference. NeSy@IJCAI 2019

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