Interpretable Concept-Based Memory Reasoning

Interpretable Concept-Based Memory Reasoning

22 July 2024

Pietro Barbiero

Francesco Giannini

Gabriele Ciravegna

Michelangelo Diligenti

Papers citing "Interpretable Concept-Based Memory Reasoning"

12 / 12 papers shown

Title
If Concept Bottlenecks are the Question, are Foundation Models the Answer? Nicola Debole Pietro Barbiero Francesco Giannini Andrea Passerini Stefano Teso Emanuele Marconato 311 1 0 28 Apr 2025
Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens Samuele Bortolotti Emanuele Marconato Paolo Morettin Andrea Passerini Stefano Teso 70 3 0 16 Feb 2025
From Perception to Programs: Regularize, Overparameterize, and Amortize Hao Tang Kevin Ellis NAI 36 10 0 13 Jun 2022
Relational Reasoning Networks G. Marra Michelangelo Diligenti Francesco Giannini NAI 41 4 0 01 Jun 2021
Concept Bottleneck Models Pang Wei Koh Thao Nguyen Y. S. Tang Stephen Mussmann Emma Pierson Been Kim Percy Liang 63 801 0 09 Jul 2020
Concept Whitening for Interpretable Image Recognition Zhi Chen Yijie Bei Cynthia Rudin FAtt 43 317 0 05 Feb 2020
Neural Probabilistic Logic Programming in DeepProbLog Robin Manhaeve Sebastijan Dumancic Angelika Kimmig T. Demeester Luc de Raedt NAI 48 550 0 18 Jul 2019
Towards Robust Interpretability with Self-Explaining Neural Networks David Alvarez-Melis Tommi Jaakkola MILM XAI 90 938 0 20 Jun 2018
A Survey Of Methods For Explaining Black Box Models Riccardo Guidotti A. Monreale Salvatore Ruggieri Franco Turini D. Pedreschi F. Giannotti XAI 63 3,922 0 06 Feb 2018
Learning Explanatory Rules from Noisy Data Richard Evans Edward Grefenstette 85 482 0 13 Nov 2017
The (Un)reliability of saliency methods Pieter-Jan Kindermans Sara Hooker Julius Adebayo Maximilian Alber Kristof T. Schütt Sven Dähne D. Erhan Been Kim FAtt XAI 63 683 0 02 Nov 2017
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 101 1,702 0 15 Oct 2014