Neuro-Symbolic Reasoning Shortcuts: Mitigation Strategies and their Limitations

22 March 2023

Papers citing "Neuro-Symbolic Reasoning Shortcuts: Mitigation Strategies and their Limitations"

4 / 4 papers shown

Title
Towards efficient representation identification in supervised learning Kartik Ahuja Divyat Mahajan Vasilis Syrgkanis Ioannis Mitliagkas CoGe OOD DRL 50 19 0 10 Apr 2022
Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style Julius von Kügelgen Yash Sharma Luigi Gresele Wieland Brendel Bernhard Schölkopf M. Besserve Francesco Locatello 91 314 0 08 Jun 2021
Neural Probabilistic Logic Programming in DeepProbLog Robin Manhaeve Sebastijan Dumancic Angelika Kimmig T. Demeester Luc de Raedt NAI 78 553 0 18 Jul 2019
Robustly Disentangled Causal Mechanisms: Validating Deep Representations for Interventional Robustness Raphael Suter Ðorðe Miladinovic Bernhard Schölkopf Stefan Bauer CML OOD DRL 105 162 0 31 Oct 2018