Referential communication in heterogeneous communities of pre-trained visual deep networks

4 February 2023

Papers citing "Referential communication in heterogeneous communities of pre-trained visual deep networks"

28 / 28 papers shown

Title
Text-To-Concept (and Back) via Cross-Model Alignment Mazda Moayeri Keivan Rezaei Maziar Sanjabi Soheil Feizi CLIP 48 44 0 10 May 2023
Emergent Quantized Communication Boaz Carmeli Ron Meir Yonatan Belinkov MQ AI4CE 46 8 0 04 Nov 2022
Communication breakdown: On the low mutual intelligibility between human and neural captioning Roberto Dessì Eleonora Gualdoni Francesca Franzon Gemma Boleda Marco Baroni VLM 74 6 0 20 Oct 2022
High-Modality Multimodal Transformer: Quantifying Modality & Interaction Heterogeneity for High-Modality Representation Learning Paul Pu Liang Yiwei Lyu Xiang Fan Jeffrey Tsaw Yudong Liu Shentong Mo Dani Yogatama Louis-Philippe Morency Ruslan Salakhutdinov 42 31 0 02 Mar 2022
ImageNet-21K Pretraining for the Masses T. Ridnik Emanuel Ben-Baruch Asaf Noy Lihi Zelnik-Manor SSeg VLM CLIP 282 701 0 22 Apr 2021
Going deeper with Image Transformers Hugo Touvron Matthieu Cord Alexandre Sablayrolles Gabriel Synnaeve Hervé Jégou ViT 131 1,006 0 31 Mar 2021
Tackling the Objective Inconsistency Problem in Heterogeneous Federated Optimization Jianyu Wang Qinghua Liu Hao Liang Gauri Joshi H. Vincent Poor MoMe FedML 49 1,331 0 15 Jul 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 331 6,773 0 13 Jun 2020
Emergent Multi-Agent Communication in the Deep Learning Era Angeliki Lazaridou Marco Baroni AI4CE 112 203 0 03 Jun 2020
Compositional Languages Emerge in a Neural Iterated Learning Model Yi Ren Shangmin Guo Matthieu Labeau Shay B. Cohen S. Kirby 131 98 0 04 Feb 2020
EGG: a toolkit for research on Emergence of lanGuage in Games Eugene Kharitonov Rahma Chaabouni Diane Bouchacourt Marco Baroni 63 75 0 01 Jul 2019
Ease-of-Teaching and Language Structure from Emergent Communication Fushan Li Michael Bowling 154 102 0 06 Jun 2019
Emergence of Compositional Language with Deep Generational Transmission Michael Cogswell Jiasen Lu Stefan Lee Devi Parikh Dhruv Batra 85 49 0 19 Apr 2019
Emergent Linguistic Phenomena in Multi-Agent Communication Games L. Graesser Kyunghyun Cho Douwe Kiela LLMAG AI4CE 63 71 0 25 Jan 2019
Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks Amanpreet Singh Tushar Jain Sainbayar Sukhbaatar 109 243 0 23 Dec 2018
An Introduction to Deep Reinforcement Learning Vincent François-Lavet Peter Henderson Riashat Islam Marc G. Bellemare Joelle Pineau OffRL AI4CE 126 1,254 0 30 Nov 2018
How agents see things: On visual representations in an emergent language game Diane Bouchacourt Marco Baroni 67 98 0 31 Aug 2018
Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols Serhii Havrylov Ivan Titov LLMAG 70 288 0 31 May 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 476 10,305 0 16 Nov 2016
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 279 5,360 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 155 2,529 0 02 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 713 36,708 0 25 Aug 2016
Learning Multiagent Communication with Backpropagation Sainbayar Sukhbaatar Arthur Szlam Rob Fergus 196 1,144 0 25 May 2016
Learning to Communicate with Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Yannis Assael Nando de Freitas Shimon Whiteson 145 1,605 0 21 May 2016
Microsoft COCO Captions: Data Collection and Evaluation Server Xinlei Chen Hao Fang Nayeon Lee Ramakrishna Vedantam Saurabh Gupta Piotr Dollar C. L. Zitnick 203 2,469 0 01 Apr 2015
Understanding image representations by measuring their equivariance and equivalence Karel Lenc Andrea Vedaldi SSL FAtt 100 531 0 21 Nov 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 399 43,589 0 17 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.4K 39,472 0 01 Sep 2014