Effective and Interpretable Information Aggregation with Capacity Networks

25 July 2022

Papers citing "Effective and Interpretable Information Aggregation with Capacity Networks"

13 / 13 papers shown

Title
Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers Robin M. Schmidt Frank Schneider Philipp Hennig ODL 71 165 0 03 Jul 2020
Learning Permutation Invariant Representations using Memory Networks Shivam Kalra Mohammed Adnan Graham W. Taylor Hamid Tizhoosh 42 24 0 18 Nov 2019
On Universal Equivariant Set Networks Nimrod Segol Y. Lipman 3DPC 99 64 0 06 Oct 2019
Janossy Pooling: Learning Deep Permutation-Invariant Functions for Variable-Size Inputs R. Murphy Balasubramaniam Srinivasan Vinayak A. Rao Yun Liang 101 190 0 05 Nov 2018
Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks Juho Lee Yoonho Lee Jungtaek Kim Adam R. Kosiorek Seungjin Choi Yee Whye Teh 101 274 0 01 Oct 2018
Robust Attentional Aggregation of Deep Feature Sets for Multi-view 3D Reconstruction Bo Yang Sen Wang Andrew Markham Niki Trigoni 3DPC 3DV 70 140 0 02 Aug 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 254 8,856 0 25 Aug 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 454 14,264 0 02 Dec 2016
Learning Convolutional Neural Networks for Graphs Mathias Niepert Mohamed Ahmed Konstantin Kutzkov GNN SSL 122 2,151 0 17 May 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 362 7,955 0 17 Aug 2015
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 145 1,705 0 15 Oct 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 513 27,263 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 917 23,310 0 03 Jun 2014