Discrete Neural Algorithmic Reasoning

Discrete Neural Algorithmic Reasoning

18 February 2024

Liudmila Prokhorenkova

Papers citing "Discrete Neural Algorithmic Reasoning"

15 / 15 papers shown

Title
What Algorithms can Transformers Learn? A Study in Length Generalization Hattie Zhou Arwen Bradley Etai Littwin Noam Razin Omid Saremi Josh Susskind Samy Bengio Preetum Nakkiran 78 123 0 24 Oct 2023
Neural Priority Queues for Graph Neural Networks Rishabh Jain Petar Velivcković Pietro Lio GNN 48 5 0 18 Jul 2023
Recursive Algorithmic Reasoning Jonas Jürß Dulhan Jayalath Petar Velickovic 81 8 0 01 Jul 2023
Neural Algorithmic Reasoning Without Intermediate Supervision Gleb Rodionov Liudmila Prokhorenkova OffRL LRM OOD 77 10 0 23 Jun 2023
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 70 53 0 22 Sep 2022
Graph Neural Networks are Dynamic Programmers Andrew Dudzik Petar Velickovic 80 63 0 29 Mar 2022
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification Yunsheng Shi Zhengjie Huang Shikun Feng Hui Zhong Wenjin Wang Yu Sun AI4CE 88 786 0 08 Sep 2020
Neural Execution of Graph Algorithms Petar Velickovic Rex Ying Matilde Padovano R. Hadsell Charles Blundell GNN 83 169 0 23 Oct 2019
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 240 7,653 0 01 Oct 2018
Relational inductive bias for physical construction in humans and machines Jessica B. Hamrick Kelsey R. Allen V. Bapst Tina Zhu Kevin R. McKee J. Tenenbaum Peter W. Battaglia 208 111 0 04 Jun 2018
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 334 5,364 0 03 Nov 2016
Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes Çağlar Gülçehre A. Chandar Kyunghyun Cho Yoshua Bengio 123 64 0 30 Jun 2016
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 118 3,055 0 09 Jun 2015
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 97 2,328 0 20 Oct 2014
Learning to Execute Wojciech Zaremba Ilya Sutskever ODL 87 560 0 17 Oct 2014

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