v1v2 (latest)

Visualizing and Understanding Recurrent Networks

5 June 2015

Li Fei-Fei

Papers citing "Visualizing and Understanding Recurrent Networks"

50 / 458 papers shown

Title
LSTMs Exploit Linguistic Attributes of Data Nelson F. Liu Omer Levy Roy Schwartz Chenhao Tan Noah A. Smith 59 15 0 29 May 2018
RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records Bum Chul Kwon Min-Je Choi J. Kim Edward Choi Young Bin Kim Soonwook Kwon Jimeng Sun Jaegul Choo 95 253 0 28 May 2018
Implicit Language Model in LSTM for OCR Ekraam Sabir Stephen Rawls Premkumar Natarajan 47 35 0 23 May 2018
State Gradients for RNN Memory Analysis Lyan Verwimp Hugo Van hamme Vincent Renkens P. Wambacq 49 6 0 11 May 2018
A Taxonomy for Neural Memory Networks Ying Ma José C. Príncipe 98 22 0 01 May 2018
Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models Hendrik Strobelt Sebastian Gehrmann M. Behrisch Adam Perer Hanspeter Pfister Alexander M. Rush VLM HAI 76 240 0 25 Apr 2018
Neural Trajectory Analysis of Recurrent Neural Network In Handwriting Synthesis Kristof B. Charbonneau O. Shouno HAI 17 4 0 13 Apr 2018
Natural Language Statistical Features of LSTM-generated Texts Marco Lippi M. Montemurro M. Degli Esposti G. Cristadoro DeLMO 176 72 0 10 Apr 2018
Data2Vis: Automatic Generation of Data Visualizations Using Sequence to Sequence Recurrent Neural Networks Victor C. Dibia Çağatay Demiralp 70 191 0 09 Apr 2018
Exploring the Naturalness of Buggy Code with Recurrent Neural Networks Jack Lanchantin Ji Gao 29 3 0 21 Mar 2018
Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN Shuai Li W. Li Chris Cook Ce Zhu Yanbo Gao 119 732 0 13 Mar 2018
Deep reinforcement learning for time series: playing idealized trading games Xiang Gao AI4TS 62 15 0 11 Mar 2018
High-Accuracy Low-Precision Training Christopher De Sa Megan Leszczynski Jian Zhang Alana Marzoev Christopher R. Aberger K. Olukotun Christopher Ré 94 109 0 09 Mar 2018
On Extended Long Short-term Memory and Dependent Bidirectional Recurrent Neural Network Yuanhang Su C.-C. Jay Kuo 79 130 0 27 Feb 2018
Loss-aware Weight Quantization of Deep Networks Lu Hou James T. Kwok MQ 111 127 0 23 Feb 2018
Do WaveNets Dream of Acoustic Waves? Kanru Hua 31 1 0 23 Feb 2018
Deep Neural Networks for Bot Detection Sneha Kudugunta Emilio Ferrara 87 442 0 12 Feb 2018
Understanding Recurrent Neural State Using Memory Signatures Skanda Koppula K. Sim K. K. Chin 124 2 0 11 Feb 2018
Tree-to-tree Neural Networks for Program Translation Xinyun Chen Chang-rui Liu Basel Alomair 107 279 0 11 Feb 2018
RSDNet: Learning to Predict Remaining Surgery Duration from Laparoscopic Videos Without Manual Annotations A. P. Twinanda Gaurav Yengera Didier Mutter J. Marescaux N. Padoy MedIm 129 100 0 09 Feb 2018
Non-Projective Dependency Parsing via Latent Heads Representation (LHR) Matteo Grella Simone Cangialosi 48 1 0 06 Feb 2018
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders M. Rußwurm Marco Körner 134 278 0 06 Feb 2018
Predicting Hurricane Trajectories using a Recurrent Neural Network Sheila Alemany J. Beltran Adrián Pérez Sam Ganzfried 99 134 0 01 Feb 2018
Nested LSTMs Joel Ruben Antony Moniz David M. Krueger 72 68 0 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 Hassan Sajjad Nadir Durrani Fahim Dalvi James R. Glass 92 165 0 23 Jan 2018
Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers Fred Hohman Minsuk Kahng Robert S. Pienta Duen Horng Chau OOD HAI 118 541 0 21 Jan 2018
Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs W. James Murdoch Peter J. Liu Bin Yu 107 210 0 16 Jan 2018
Multi-Task Spatiotemporal Neural Networks for Structured Surface Reconstruction Mingze Xu Chenyou Fan John Paden Geoffrey C. Fox David J. Crandall 44 14 0 11 Jan 2018
Character-level Recurrent Neural Networks in Practice: Comparing Training and Sampling Schemes Cedric De Boom Thomas Demeester Bart Dhoedt 52 8 0 02 Jan 2018
LSTM Pose Machines Yue Luo Jimmy S. J. Ren Zhouxia Wang Wenxiu Sun Jin-shan Pan Jianbo Liu Jiahao Pang Liang Lin 78 120 0 18 Dec 2017
Peephole: Predicting Network Performance Before Training Boyang Deng Junjie Yan Dahua Lin 80 104 0 09 Dec 2017
Why Do Neural Dialog Systems Generate Short and Meaningless Replies? A Comparison between Dialog and Translation Bolin Wei Shuai Lu Lili Mou Hao Zhou Pascal Poupart Ge Li Zhi Jin 69 29 0 06 Dec 2017
A trans-disciplinary review of deep learning research for water resources scientists Chaopeng Shen AI4CE 237 702 0 06 Dec 2017
State Space LSTM Models with Particle MCMC Inference Xun Zheng Manzil Zaheer Amr Ahmed Yansen Wang Eric Xing Alex Smola BDL 84 46 0 30 Nov 2017
Deep Reinforcement Learning for De-Novo Drug Design Mariya Popova Olexandr Isayev Alexander Tropsha 143 1,041 0 29 Nov 2017
Visualisation and 'diagnostic classifiers' reveal how recurrent and recursive neural networks process hierarchical structure Dieuwke Hupkes Sara Veldhoen Willem H. Zuidema 106 281 0 28 Nov 2017
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples Gail Weiss Yoav Goldberg Eran Yahav 103 187 0 27 Nov 2017
JamBot: Music Theory Aware Chord Based Generation of Polyphonic Music with LSTMs Gino Brunner Yuyi Wang Roger Wattenhofer Jonas Wiesendanger MGen 74 49 0 21 Nov 2017
MinimalRNN: Toward More Interpretable and Trainable Recurrent Neural Networks Minmin Chen 88 29 0 18 Nov 2017
Excitation Backprop for RNNs Sarah Adel Bargal Andrea Zunino Donghyun Kim Jianming Zhang Vittorio Murino Stan Sclaroff 179 48 0 18 Nov 2017
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation Tarek R. Besold Artur Garcez Sebastian Bader Howard L. Bowman Pedro M. Domingos ... P. Lima L. Penning Gadi Pinkas Hoifung Poon Gerson Zaverucha LRM AI4CE 115 348 0 10 Nov 2017
Visualizing and Understanding Atari Agents S. Greydanus Anurag Koul Jonathan Dodge Alan Fern FAtt 181 349 0 31 Oct 2017
Understanding Hidden Memories of Recurrent Neural Networks Yao Ming Shaozu Cao Ruixiang Zhang Zerui Li Yuanzhe Chen Yangqiu Song Huamin Qu HAI 48 201 0 30 Oct 2017
Low-Rank RNN Adaptation for Context-Aware Language Modeling Aaron Jaech Mari Ostendorf 84 25 0 06 Oct 2017
A Survey of Machine Learning for Big Code and Naturalness Miltiadis Allamanis Earl T. Barr Premkumar T. Devanbu Charles Sutton 137 863 0 18 Sep 2017
Can Deep Neural Networks Match the Related Objects?: A Survey on ImageNet-trained Classification Models Han S. Lee Heechul Jung Alex A. Agarwal Junmo Kim 92 6 0 12 Sep 2017
Investigating how well contextual features are captured by bi-directional recurrent neural network models Kushal Chawla Sunil Kumar Sahu Ashish Anand 55 2 0 03 Sep 2017
Learning the Enigma with Recurrent Neural Networks S. Greydanus 81 39 0 24 Aug 2017
What Actions are Needed for Understanding Human Actions in Videos? Gunnar Sigurdsson Olga Russakovsky Abhinav Gupta 89 133 0 09 Aug 2017
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin Ritambhara Singh Jack Lanchantin Arshdeep Sekhon Yanjun Qi 95 71 0 01 Aug 2017