Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules
in Vector-symbolic Architectures

Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architectures

29 January 2024

Michael Hersche

Francesco di Stefano

Papers citing "Probabilistic Abduction for Visual Abstract Reasoning via Learning Rules in Vector-symbolic Architectures"

10 / 10 papers shown

Title
NSFlow: An End-to-End FPGA Framework with Scalable Dataflow Architecture for Neuro-Symbolic AI Hanchen Yang Zishen Wan Ritik Raj Joongun Park Ziwei Li A. Samajdar A. Raychowdhury Tushar Krishna 26 0 0 27 Apr 2025
A Study on Neuro-Symbolic Artificial Intelligence: Healthcare Perspectives Delower Hossain Jake Y Chen NAI 47 1 0 23 Mar 2025
Towards Learning Abductive Reasoning using VSA Distributed Representations Giacomo Camposampiero Michael Hersche Aleksandar Terzić Roger Wattenhofer Abu Sebastian Abbas Rahimi LRM 32 2 0 27 Jun 2024
Generalized Holographic Reduced Representations Calvin Yeung Zhuowen Zou Mohsen Imani 40 2 0 15 May 2024
H3DFact: Heterogeneous 3D Integrated CIM for Factorization with Holographic Perceptual Representations Zishen Wan Che-Kai Liu Mohamed Ibrahim Hanchen Yang S. Spetalnick Tushar Krishna A. Raychowdhury 33 7 0 05 Apr 2024
Limits of Transformer Language Models on Learning to Compose Algorithms Jonathan Thomm Aleksandar Terzić Giacomo Camposampiero Michael Hersche Bernhard Schölkopf Abbas Rahimi 39 3 0 08 Feb 2024
Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought Abulhair Saparov He He ELM LRM ReLM 121 275 0 03 Oct 2022
Knowledge-based Analogical Reasoning in Neuro-symbolic Latent Spaces Vishwa Shah Aditya Sharma Gautam M. Shroff L. Vig T. Dash A. Srinivasan NAI 27 5 0 19 Sep 2022
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices Mikolaj Malkiñski Jacek Mañdziuk 120 41 0 28 Jan 2022
A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations Denis Kleyko D. Rachkovskij Evgeny Osipov Abbas Rahimi 69 118 0 11 Nov 2021