Neural Algorithmic Reasoning

6 May 2021

Papers citing "Neural Algorithmic Reasoning"

20 / 70 papers shown

Title
Continuous Neural Algorithmic Planners Yu He Petar Velivcković Pietro Lio Andreea Deac 32 5 0 29 Nov 2022
Teaching Algorithmic Reasoning via In-context Learning Hattie Zhou Azade Nova Hugo Larochelle Rameswar Panda Behnam Neyshabur Hanie Sedghi LRM ReLM 35 108 0 15 Nov 2022
Towards Better Out-of-Distribution Generalization of Neural Algorithmic Reasoning Tasks Sadegh Mahdavi Kevin Swersky Thomas Kipf Milad Hashemi Christos Thrampoulidis Renjie Liao LRM OOD NAI 49 25 0 01 Nov 2022
Learning to Configure Computer Networks with Neural Algorithmic Reasoning Luca Beurer-Kellner Martin Vechev Laurent Vanbever Petar Velickovic 21 17 0 26 Oct 2022
Systematic Generalization and Emergent Structures in Transformers Trained on Structured Tasks Yuxuan Li James L. McClelland 44 17 0 02 Oct 2022
A Generalist Neural Algorithmic Learner Borja Ibarz Vitaly Kurin George Papamakarios Kyriacos Nikiforou Mehdi Abbana Bennani ... Andreea Deac Beatrice Bevilacqua Yaroslav Ganin Charles Blundell Petar Velivcković OOD 32 53 0 22 Sep 2022
Knowledge-based Analogical Reasoning in Neuro-symbolic Latent Spaces Vishwa Shah Aditya Sharma Gautam M. Shroff L. Vig T. Dash A. Srinivasan NAI 32 5 0 19 Sep 2022
Cell Attention Networks Lorenzo Giusti Claudio Battiloro Lucia Testa P. Lorenzo S. Sardellitti Sergio Barbarossa 3DPC GNN 180 32 0 16 Sep 2022
Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions Nikolaos Karalias Joshua Robinson Andreas Loukas Stefanie Jegelka 37 8 0 08 Aug 2022
The CLRS Algorithmic Reasoning Benchmark Petar Velivcković Adria Puigdomenech Badia David Budden Razvan Pascanu Andrea Banino Mikhail Dashevskiy R. Hadsell Charles Blundell 163 88 0 31 May 2022
Learning heuristics for A* Danilo Numeroso Davide Bacciu Petar Velickovic 13 0 0 11 Apr 2022
Graph Neural Networks are Dynamic Programmers Andrew Dudzik Petar Velickovic 34 63 0 29 Mar 2022
Pareto Set Learning for Neural Multi-objective Combinatorial Optimization Xi Lin Zhiyuan Yang Qingfu Zhang 25 62 0 29 Mar 2022
Show Your Work: Scratchpads for Intermediate Computation with Language Models Maxwell Nye Anders Andreassen Guy Gur-Ari Henryk Michalewski Jacob Austin ... Aitor Lewkowycz Maarten Bosma D. Luan Charles Sutton Augustus Odena ReLM LRM 62 705 0 30 Nov 2021
Solving Visual Analogies Using Neural Algorithmic Reasoning Atharv Sonwane Gautam M. Shroff L. Vig A. Srinivasan T. Dash NAI 11 3 0 19 Nov 2021
Neural Algorithmic Reasoners are Implicit Planners Andreea Deac Petar Velivcković Ognjen Milinković Pierre-Luc Bacon Jian Tang Mladen Nikolic OffRL 34 23 0 11 Oct 2021
Deep Algorithmic Question Answering: Towards a Compositionally Hybrid AI for Algorithmic Reasoning Kwwabena Nuamah 19 6 0 16 Sep 2021
Scalable pragmatic communication via self-supervision Jennifer Hu R. Levy Noga Zaslavsky LRM 24 6 0 12 Aug 2021
Reasoning-Modulated Representations Petar Velivcković Matko Bovsnjak Thomas Kipf Alexander Lerchner R. Hadsell Razvan Pascanu Charles Blundell OCL OOD SSL 18 15 0 19 Jul 2021
Learning the Travelling Salesperson Problem Requires Rethinking Generalization Chaitanya K. Joshi Quentin Cappart Louis-Martin Rousseau T. Laurent 21 108 0 12 Jun 2020