Adaptive Computation Time for Recurrent Neural Networks

29 March 2016

Papers citing "Adaptive Computation Time for Recurrent Neural Networks"

27 / 27 papers shown

Title
Do Language Models Use Their Depth Efficiently? Róbert Csordás Christopher D. Manning Christopher Potts 84 0 0 20 May 2025
Int2Int: a framework for mathematics with transformers François Charton ViT 103 0 0 22 Feb 2025
Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA Sangmin Bae Adam Fisch Hrayr Harutyunyan Ziwei Ji Seungyeon Kim Tal Schuster KELM 93 6 0 28 Oct 2024
Investigating Recurrent Transformers with Dynamic Halt Jishnu Ray Chowdhury Cornelia Caragea 63 1 0 01 Feb 2024
Fast-Slow Recurrent Neural Networks Asier Mujika Florian Meier Angelika Steger 65 76 0 24 May 2017
Attend, Infer, Repeat: Fast Scene Understanding with Generative Models S. M. Ali Eslami N. Heess T. Weber Yuval Tassa David Szepesvari Koray Kavukcuoglu Geoffrey E. Hinton 3DV BDL OCL 97 550 0 28 Mar 2016
Order Matters: Sequence to sequence for sets Oriol Vinyals Samy Bengio M. Kudlur BDL 119 950 0 19 Nov 2015
Conditional Computation in Neural Networks for faster models Emmanuel Bengio Pierre-Luc Bacon Joelle Pineau Doina Precup AI4CE 94 320 0 19 Nov 2015
Neural Programmer-Interpreters Scott E. Reed Nando de Freitas 70 408 0 19 Nov 2015
Training Very Deep Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 96 1,675 0 22 Jul 2015
Grid Long Short-Term Memory Nal Kalchbrenner Ivo Danihelka Alex Graves AI4TS 62 362 0 06 Jul 2015
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 92 3,036 0 09 Jun 2015
Learning to Transduce with Unbounded Memory Edward Grefenstette Karl Moritz Hermann Mustafa Suleyman Phil Blunsom 65 297 0 08 Jun 2015
DRAW: A Recurrent Neural Network For Image Generation Karol Gregor Ivo Danihelka Alex Graves Danilo Jimenez Rezende Daan Wierstra GAN DRL 142 1,959 0 16 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 806 149,474 0 22 Dec 2014
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 70 2,318 0 20 Oct 2014
Deep Sequential Neural Network Ludovic Denoyer Patrick Gallinari BDL 33 62 0 02 Oct 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 280 20,491 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 388 27,205 0 01 Sep 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 180 9,231 0 16 May 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 293 33,445 0 16 Oct 2013
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 104 4,025 0 04 Aug 2013
Speech Recognition with Deep Recurrent Neural Networks Alex Graves Abdel-rahman Mohamed Geoffrey E. Hinton 152 8,503 0 22 Mar 2013
First Experiments with PowerPlay R. Srivastava Bas R. Steunebrink Jürgen Schmidhuber 62 51 0 31 Oct 2012
Self-Delimiting Neural Networks Jürgen Schmidhuber 45 37 0 29 Sep 2012
Multi-column Deep Neural Networks for Image Classification D. Ciresan U. Meier Jürgen Schmidhuber 108 3,935 0 13 Feb 2012
HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent Feng Niu Benjamin Recht Christopher Ré Stephen J. Wright 135 2,272 0 28 Jun 2011