Grid Long Short-Term Memory

6 July 2015

Ivo Danihelka

Papers citing "Grid Long Short-Term Memory"

50 / 64 papers shown

Title
NdLinear Is All You Need for Representation Learning Alex Reneau Jerry Yao-Chieh Hu Zhongfang Zhuang Ting-Chun Liu HAI 44 0 0 21 Mar 2025
Transformers discover an elementary calculation system exploiting local attention and grid-like problem representation Samuel Cognolato Alberto Testolin 42 7 0 06 Jul 2022
Neural Networks and the Chomsky Hierarchy Grégoire Delétang Anian Ruoss Jordi Grau-Moya Tim Genewein L. Wenliang ... Chris Cundy Marcus Hutter Shane Legg Joel Veness Pedro A. Ortega UQCV 109 133 0 05 Jul 2022
R-MelNet: Reduced Mel-Spectral Modeling for Neural TTS Kyle Kastner Aaron Courville 35 0 0 30 Jun 2022
Sequencer: Deep LSTM for Image Classification Yuki Tatsunami Masato Taki VLM ViT 31 78 0 04 May 2022
Linear algebra with transformers Franccois Charton AIMat 29 56 0 03 Dec 2021
State-Space Constraints Improve the Generalization of the Differentiable Neural Computer in some Algorithmic Tasks P. Ofner Roman Kern 30 1 0 18 Oct 2021
Investigating the Limitations of Transformers with Simple Arithmetic Tasks Rodrigo Nogueira Zhiying Jiang Jimmy J. Li LRM 24 123 0 25 Feb 2021
Neural Sequence-to-grid Module for Learning Symbolic Rules Segwang Kim Hyoungwook Nam Joonyoung Kim Kyomin Jung NAI 72 11 0 13 Jan 2021
Self-Growing Spatial Graph Network for Context-Aware Pedestrian Trajectory Prediction Sirin Haddad S. Lam GNN 19 8 0 11 Dec 2020
Neural Power Units Niklas Heim Tomás Pevný Václav Smídl 29 9 0 02 Jun 2020
High-Accuracy and Low-Latency Speech Recognition with Two-Head Contextual Layer Trajectory LSTM Model Jinyu Li Rui Zhao Eric Sun J. H. M. Wong Amit Das Zhong Meng Jiawei Liu VLM 24 24 0 17 Mar 2020
ARMA Nets: Expanding Receptive Field for Dense Prediction Jiahao Su Shiqi Wang Furong Huang 29 1 0 15 Feb 2020
Teaching Machines to Converse Jiwei Li 29 4 0 31 Jan 2020
Learning Generalizable Visual Representations via Interactive Gameplay Luca Weihs Aniruddha Kembhavi Kiana Ehsani Sarah M Pratt Winson Han Alvaro Herrasti Eric Kolve Dustin Schwenk Roozbeh Mottaghi Ali Farhadi 21 9 0 17 Dec 2019
Stabilizing Transformers for Reinforcement Learning Emilio Parisotto H. F. Song Jack W. Rae Razvan Pascanu Çağlar Gülçehre ... Aidan Clark Seb Noury M. Botvinick N. Heess R. Hadsell OffRL 22 360 0 13 Oct 2019
Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural Networks Mohamed Yousef K. Hussain U. S. Mohammed 3DV 26 124 0 31 Dec 2018
You May Not Need Attention Ofir Press Noah A. Smith 19 27 0 31 Oct 2018
Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview Lili Huang Jiefeng Peng Ruimao Zhang Guanbin Li Liang Lin VLM SSL SSeg 44 12 0 10 Oct 2018
Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation Parnia Bahar Christopher Brix Hermann Ney 19 24 0 09 Oct 2018
Short-term load forecasting using optimized LSTM networks based on EMD Tian-tian Li Bo Wang Minglong Zhou J. Watada AI4TS 18 27 0 16 Aug 2018
Recurrent Fusion Network for Image Captioning Wenhao Jiang Lin Ma Yu-Gang Jiang Wen Liu Tong Zhang ObjD 33 233 0 26 Jul 2018
Scheduling Computation Graphs of Deep Learning Models on Manycore CPUs Linpeng Tang Yida Wang Theodore L. Willke Kai Li GNN 21 22 0 16 Jul 2018
Persistent Hidden States and Nonlinear Transformation for Long Short-Term Memory Heeyoul Choi 24 12 0 22 Jun 2018
Generative Modeling of Multimodal Multi-Human Behavior Boris Ivanovic Edward Schmerling Karen Leung Marco Pavone 29 72 0 06 Mar 2018
Deep-FSMN for Large Vocabulary Continuous Speech Recognition Shiliang Zhang Ming Lei Zhijie Yan Lirong Dai 29 108 0 04 Mar 2018
High Order Recurrent Neural Networks for Acoustic Modelling C. Zhang P. Woodland ODL 41 16 0 22 Feb 2018
Learning to recognize touch gestures: recurrent vs. convolutional features and dynamic sampling Quentin Debard Christian Wolf S. Canu Julien Arné SLR 35 13 0 19 Feb 2018
Molecular Structure Extraction From Documents Using Deep Learning Joshua Staker Kyle Marshall Robert Abel Carolyn McQuaw 27 73 0 14 Feb 2018
Dual Recurrent Attention Units for Visual Question Answering Ahmed Osman Wojciech Samek 36 30 0 01 Feb 2018
Recent Advances in Recurrent Neural Networks Hojjat Salehinejad Sharan Sankar Joseph Barfett E. Colak S. Valaee AI4TS 37 574 0 29 Dec 2017
Wider and Deeper, Cheaper and Faster: Tensorized LSTMs for Sequence Learning Zhen He Shaobing Gao Liang Xiao Daxue Liu Hangen He David Barber AIMat 37 64 0 05 Nov 2017
How deep learning works --The geometry of deep learning Xiao Dong Jiasong Wu Ling Zhou GNN 35 8 0 30 Oct 2017
Prediction of Sea Surface Temperature using Long Short-Term Memory Qin Zhang Hui Wang Junyu Dong G. Zhong Xin Sun RALM AI4TS 14 328 0 19 May 2017
Deep Neural Machine Translation with Linear Associative Unit Mingxuan Wang Zhengdong Lu Jie Zhou Qun Liu 25 54 0 02 May 2017
Online and Linear-Time Attention by Enforcing Monotonic Alignments Colin Raffel Minh-Thang Luong Peter J. Liu Ron J. Weiss Douglas Eck 35 255 0 03 Apr 2017
Interpretable Structure-Evolving LSTM Xiaodan Liang Liang Lin Xiaohui Shen Jiashi Feng Shuicheng Yan Eric Xing 35 96 0 08 Mar 2017
Evolving Deep Neural Networks Risto Miikkulainen J. Liang Elliot Meyerson Aditya Rawal Daniel Fink ... B. Raju H. Shahrzad Arshak Navruzyan Nigel P. Duffy B. Hodjat 42 884 0 01 Mar 2017
Improving the Neural GPU Architecture for Algorithm Learning Kārlis Freivalds Renars Liepins 25 43 0 28 Feb 2017
Surprisal-Driven Zoneout K. Rocki Tomasz Kornuta Tegan Maharaj 29 8 0 24 Oct 2016
Video Pixel Networks Nal Kalchbrenner Aaron van den Oord Karen Simonyan Ivo Danihelka Oriol Vinyals Alex Graves Koray Kavukcuoglu 26 422 0 03 Oct 2016
HyperNetworks David R Ha Andrew M. Dai Quoc V. Le 84 1,591 0 27 Sep 2016
Multiplicative LSTM for sequence modelling Ben Krause Liang Lu Iain Murray Steve Renals 35 208 0 26 Sep 2016
Hierarchical Multiscale Recurrent Neural Networks Junyoung Chung Sungjin Ahn Yoshua Bengio BDL 40 534 0 06 Sep 2016
STFCN: Spatio-Temporal FCN for Semantic Video Segmentation Mohsen Fayyaz M. H. Saffar Mohammad Sabokrou M. Fathy Reinhard Klette Fay Huang 11 56 0 21 Aug 2016
Mollifying Networks Çağlar Gülçehre Marcin Moczulski Francesco Visin Yoshua Bengio 23 46 0 17 Aug 2016
Recurrent Highway Networks J. Zilly R. Srivastava Jan Koutník Jürgen Schmidhuber 24 413 0 12 Jul 2016
On Multiplicative Integration with Recurrent Neural Networks Yuhuai Wu Saizheng Zhang Wenjie Qu Yoshua Bengio Ruslan Salakhutdinov 34 154 0 21 Jun 2016
Convolutional Neural Fabrics Shreyas Saxena Jakob Verbeek 24 225 0 08 Jun 2016
Distributed Sequence Memory of Multidimensional Inputs in Recurrent Networks Adam S. Charles Dong Yin Christopher Rozell GNN 33 20 0 26 May 2016