On (Emergent) Systematic Generalisation and Compositionality in Visual Referential Games with Straight-Through Gumbel-Softmax Estimator

19 December 2020

Papers citing "On (Emergent) Systematic Generalisation and Compositionality in Visual Referential Games with Straight-Through Gumbel-Softmax Estimator"

13 / 13 papers shown

Title
Compositionality and Generalization in Emergent Languages Rahma Chaabouni Eugene Kharitonov Diane Bouchacourt Emmanuel Dupoux Marco Baroni CoGe AI4CE 68 136 0 20 Apr 2020
Compositional Languages Emerge in a Neural Iterated Learning Model Yi Ren Shangmin Guo Matthieu Labeau Shay B. Cohen S. Kirby 128 97 0 04 Feb 2020
Compositional properties of emergent languages in deep learning Bence Keresztury Elia Bruni CoGe 39 6 0 23 Jan 2020
The Emergence of Compositional Languages for Numeric Concepts Through Iterated Learning in Neural Agents Shangmin Guo Yi Ren Serhii Havrylov Stella Frank Ivan Titov Kenny Smith 57 37 0 11 Oct 2019
Ease-of-Teaching and Language Structure from Emergent Communication Fushan Li Michael Bowling 148 101 0 06 Jun 2019
Transcoding compositionally: using attention to find more generalizable solutions K. Korrel Dieuwke Hupkes Verna Dankers Elia Bruni 49 31 0 04 Jun 2019
Linguistic generalization and compositionality in modern artificial neural networks Marco Baroni AI4CE 56 148 0 30 Mar 2019
Rearranging the Familiar: Testing Compositional Generalization in Recurrent Networks J. Loula Marco Baroni Brenden M. Lake KELM CoGe 42 131 0 19 Jul 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 455 3,101 0 04 Jun 2018
Compositional Obverter Communication Learning From Raw Visual Input Edward Choi Angeliki Lazaridou Nando de Freitas 112 75 0 06 Apr 2018
Emergence of Grounded Compositional Language in Multi-Agent Populations Igor Mordatch Pieter Abbeel LLMAG 103 702 0 15 Mar 2017
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 115 2,523 0 02 Nov 2016
Learning to Communicate with Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Yannis Assael Nando de Freitas Shimon Whiteson 125 1,600 0 21 May 2016