AAAI 2022 Workshop CLeaR Submissions

Imposing Hard Logical Constraints on Multi-label Classification Neural Networks
Eleonora Giunchiglia, Thomas Lukasiewicz
- Published: 19 Jan 2022, Last Modified: 05 May 2023
- CLeaR-Workshop Poster
- Readers: Everyone
FOLD-R++: A Toolset for Automated Inductive Learning of Default Theories from Mixed Data
Huaduo Wang, Gopal Gupta
- Published: 19 Jan 2022, Last Modified: 05 May 2023
- CLeaR-Workshop Poster
- Readers: Everyone
Reinforcement Learning with General LTL Objectives is Intractable
Cambridge Yang, Michael Littman, Michael Carbin
- Published: 19 Jan 2022, Last Modified: 05 May 2023
- CLeaR-Workshop Poster
- Readers: Everyone
Representing Prior Knowledge Using Randomly, Weighted Feature Networks for Visual Relationship Detection
Jinyung Hong, Ted Pavlic
- Published: 19 Jan 2022, Last Modified: 05 May 2023
- CLeaR-Workshop Poster
- Readers: Everyone
A Brain-Inspired Hierarchical Reasoning Framework for Cognition-Augmented Prosthetic Grasping
Laura Isabel Galindez Olascoaga, Alisha Menon, Mohamed Ibrahim, Jan Rabaey
- Published: 19 Jan 2022, Last Modified: 05 May 2023
- CLeaR-Workshop Poster
- Readers: Everyone
Post-processing Counterexample-guided Fairness Guarantees in Neural Networks
Kiarash Mohammadi, Aishwarya Sivaraman, Golnoosh Farnadi
- Published: 19 Jan 2022, Last Modified: 05 May 2023
- CLeaR-Workshop Poster
- Readers: Everyone
A Confidence-Based Interface for Neuro-Symbolic Visual Question Answering
Thomas Eiter, Nelson Nicolas Higuera, Johannes Oetsch, Michael Pritz
- Published: 19 Jan 2022, Last Modified: 05 May 2023
- CLeaR-Workshop Poster
- Readers: Everyone
Automatic Generation of Neural Architecture Search Spaces
David Calhas, Vasco M. Manquinho, Ines Lynce
- Published: 19 Jan 2022, Last Modified: 05 May 2023
- CLeaR-Workshop Poster
- Readers: Everyone
NeuroBE: NN Approximations to Bucket Elimination
Sakshi Agarwal, Kalev Kask, Alexander Ihler, Rina Dechter
- Published: 19 Jan 2022, Last Modified: 05 May 2023
- CLeaR-Workshop Poster
- Readers: Everyone
Compositional Generalization and Neuro-Symbolic Architectures
Savitha Sam Abraham, Marjan Alirezaie
- Published: 19 Jan 2022, Last Modified: 05 May 2023
- CLeaR-Workshop Poster
- Readers: Everyone
Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with Declarative Facts
Shane Storks, Qiaozi Gao, Aishwarya Naresh Reganti, Govind Thattai
- Published: 19 Jan 2022, Last Modified: 05 May 2023
- CLeaR-Workshop Poster
- Readers: Everyone
Learning Neuro-Symbolic Relational Transition Models for Bilevel Planning
Rohan Chitnis, Tom Silver, Joshua B. Tenenbaum, Tomas Perez, Leslie Pack Kaelbling
- Published: 19 Jan 2022, Last Modified: 05 May 2023
- CLeaR-Workshop Poster
- Readers: Everyone
On the Explainability of Convolutional Layers for Multi-Class Problems
Joe Townsend, Mateusz Kudla, Agnieszka Raszkowska, Theodoros Kasiousmis
- Published: 19 Jan 2022, Last Modified: 05 May 2023
- CLeaR-Workshop Poster
- Readers: Everyone
Combining Deep Learning and Reasoning for Address Detection in Unstructured Text Documents
Matthias Engelbach, Dennis Klau, Jens Drawehn, Maximilien Kintz
- Published: 19 Jan 2022, Last Modified: 05 May 2023
- CLeaR-Workshop Poster
- Readers: Everyone
A Hybrid Neuro-Symbolic approach for Text-Based Games using Inductive Logic Programming
Kinjal Basu, Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Kartik Talamadupula, Tim Klinger, Murray Campbell, Mrinmaya Sachan, Gopal Gupta
- Published: 19 Jan 2022, Last Modified: 05 May 2023
- CLeaR-Workshop Poster
- Readers: Everyone