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Visualizing and Understanding Recurrent Networks

5 June 2015

Li Fei-Fei

Papers citing "Visualizing and Understanding Recurrent Networks"

50 / 464 papers shown

Recurrent neural network-based user authentication for freely typed keystroke data

Junhong Kim

Pilsung Kang

16 Jun 2018

Insights on representational similarity in neural networks with canonical correlation

404

483

14 Jun 2018

When and where do feed-forward neural networks learn localist representations?

E. Gale

Nicolas Martin

J. Bowers

11 Jun 2018

Towards Binary-Valued Gates for Robust LSTM Training

149

08 Jun 2018

Dank Learning: Generating Memes Using Deep Neural Networks

A. L. Peirson

E. M. Tolunay

VLM

08 Jun 2018

Training LSTM Networks with Resistive Cross-Point Devices

Tayfun Gokmen

Malte J. Rasch

W. Haensch

104

01 Jun 2018

LSTMs Exploit Linguistic Attributes of Data

29 May 2018

RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records

Jimeng Sun

203

273

28 May 2018

Implicit Language Model in LSTM for OCR

Ekraam Sabir

Stephen Rawls

Premkumar Natarajan

129

23 May 2018

State Gradients for RNN Memory Analysis

171

11 May 2018

A Taxonomy for Neural Memory Networks

Ying Ma

José C. Príncipe

226

01 May 2018

Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models

244

254

25 Apr 2018

Neural Trajectory Analysis of Recurrent Neural Network In Handwriting Synthesis

Kristof B. Charbonneau

O. Shouno

HAI

13 Apr 2018

Natural Language Statistical Features of LSTM-generated Texts

242

10 Apr 2018

Data2Vis: Automatic Generation of Data Visualizations Using Sequence to Sequence Recurrent Neural Networks

Victor C. Dibia

Çağatay Demiralp

279

212

09 Apr 2018

Exploring the Naturalness of Buggy Code with Recurrent Neural Networks

Jack Lanchantin

Ji Gao

21 Mar 2018

Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN

Shuai Li

369

797

13 Mar 2018

Deep reinforcement learning for time series: playing idealized trading games

Yantao Du

AI4TS

11 Mar 2018

High-Accuracy Low-Precision Training

Christopher R. Aberger

K. Olukotun

Christopher Ré

142

114

09 Mar 2018

On Extended Long Short-term Memory and Dependent Bidirectional Recurrent Neural NetworkNeurocomputing (Neurocomputing), 2018

Yuanhang Su

C.-C. Jay Kuo

184

146

27 Feb 2018

Loss-aware Weight Quantization of Deep Networks

Lu Hou

James T. Kwok

246

135

23 Feb 2018

Do WaveNets Dream of Acoustic Waves?

Kanru Hua

23 Feb 2018

Deep Neural Networks for Bot Detection

Sneha Kudugunta

Emilio Ferrara

179

476

12 Feb 2018

Understanding Recurrent Neural State Using Memory Signatures

Skanda Koppula

K. Sim

K. K. Chin

202

11 Feb 2018

Tree-to-tree Neural Networks for Program Translation

Xinyun Chen

Chang-rui Liu

Basel Alomair

167

310

11 Feb 2018

RSDNet: Learning to Predict Remaining Surgery Duration from Laparoscopic Videos Without Manual Annotations

216

111

09 Feb 2018

Non-Projective Dependency Parsing via Latent Heads Representation (LHR)

Matteo Grella

Simone Cangialosi

125

06 Feb 2018

Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders

M. Rußwurm

Marco Körner

318

305

06 Feb 2018

Predicting Hurricane Trajectories using a Recurrent Neural Network

315

146

01 Feb 2018

Nested LSTMs

Joel Ruben Antony Moniz

David M. Krueger

175

31 Jan 2018

Evaluating Layers of Representation in Neural Machine Translation on Part-of-Speech and Semantic Tagging Tasks

Yonatan Belinkov

Lluís Màrquez i Villodre

214

174

23 Jan 2018

Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers

255

584

21 Jan 2018

Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs

W. James Murdoch

Peter J. Liu

Bin Yu

329

217

16 Jan 2018

Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction

11 Jan 2018

Character-level Recurrent Neural Networks in Practice: Comparing Training and Sampling Schemes

Cedric De Boom

Thomas Demeester

Bart Dhoedt

172

02 Jan 2018

251

131

18 Dec 2017

Peephole: Predicting Network Performance Before Training

Boyang Deng

Junjie Yan

Dahua Lin

149

111

09 Dec 2017

Why Do Neural Dialog Systems Generate Short and Meaningless Replies? A Comparison between Dialog and Translation

157

06 Dec 2017

A trans-disciplinary review of deep learning research for water resources scientists

Chaopeng Shen

AI4CE

491

832

06 Dec 2017

State Space LSTM Models with Particle MCMC Inference

119

30 Nov 2017

Deep Reinforcement Learning for De-Novo Drug Design

Mariya Popova

Olexandr Isayev

Alexander Tropsha

274

1,148

29 Nov 2017

Visualisation and 'diagnostic classifiers' reveal how recurrent and recursive neural networks process hierarchical structure

Dieuwke Hupkes

Sara Veldhoen

Willem H. Zuidema

264

295

28 Nov 2017

Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples

Gail Weiss

Yoav Goldberg

Eran Yahav

265

203

27 Nov 2017

JamBot: Music Theory Aware Chord Based Generation of Polyphonic Music with LSTMs

Roger Wattenhofer

117

21 Nov 2017

MinimalRNN: Toward More Interpretable and Trainable Recurrent Neural Networks

Minmin Chen

177

18 Nov 2017

Excitation Backprop for RNNs

279

18 Nov 2017

Neural-Symbolic Learning and Reasoning: A Survey and Interpretation

...

184

412

10 Nov 2017

Visualizing and Understanding Atari Agents

Jonathan Dodge

418

381

31 Oct 2017

Understanding Hidden Memories of Recurrent Neural NetworksIEEE Conference on Visual Analytics Science and Technology (VAST), 2017

Huamin Qu

150

219

30 Oct 2017

Low-Rank RNN Adaptation for Context-Aware Language Modeling

Aaron Jaech

Mari Ostendorf

149

06 Oct 2017