Visualizing and Understanding Recurrent Networks

5 June 2015

Li Fei-Fei

Papers citing "Visualizing and Understanding Recurrent Networks"

50 / 455 papers shown

Title
State Gradients for RNN Memory Analysis Lyan Verwimp Hugo Van hamme Vincent Renkens P. Wambacq 13 6 0 11 May 2018
A Taxonomy for Neural Memory Networks Ying Ma José C. Príncipe 30 21 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 31 239 0 25 Apr 2018
Neural Trajectory Analysis of Recurrent Neural Network In Handwriting Synthesis Kristof B. Charbonneau O. Shouno HAI 11 4 0 13 Apr 2018
Natural Language Statistical Features of LSTM-generated Texts Marco Lippi M. Montemurro M. Degli Esposti G. Cristadoro DeLMO 16 71 0 10 Apr 2018
Data2Vis: Automatic Generation of Data Visualizations Using Sequence to Sequence Recurrent Neural Networks Victor C. Dibia Çağatay Demiralp 35 187 0 09 Apr 2018
Exploring the Naturalness of Buggy Code with Recurrent Neural Networks Jack Lanchantin Ji Gao 14 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 19 720 0 13 Mar 2018
Deep reinforcement learning for time series: playing idealized trading games Xiang Gao AI4TS 11 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 26 109 0 09 Mar 2018
On Extended Long Short-term Memory and Dependent Bidirectional Recurrent Neural Network Yuanhang Su C.-C. Jay Kuo 19 122 0 27 Feb 2018
Loss-aware Weight Quantization of Deep Networks Lu Hou James T. Kwok MQ 35 127 0 23 Feb 2018
Do WaveNets Dream of Acoustic Waves? Kanru Hua 24 1 0 23 Feb 2018
Deep Neural Networks for Bot Detection Sneha Kudugunta Emilio Ferrara 19 435 0 12 Feb 2018
Understanding Recurrent Neural State Using Memory Signatures Skanda Koppula K. Sim K. K. Chin 25 2 0 11 Feb 2018
Tree-to-tree Neural Networks for Program Translation Xinyun Chen Chang-rui Liu D. Song 18 275 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 29 98 0 09 Feb 2018
Non-Projective Dependency Parsing via Latent Heads Representation (LHR) Matteo Grella Simone Cangialosi 21 1 0 06 Feb 2018
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders M. Rußwurm Marco Körner 41 273 0 06 Feb 2018
Predicting Hurricane Trajectories using a Recurrent Neural Network Sheila Alemany J. Beltran Adrián Pérez Sam Ganzfried 22 133 0 01 Feb 2018
Nested LSTMs Joel Ruben Antony Moniz David M. Krueger 32 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 21 162 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 41 536 0 21 Jan 2018
Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs W. James Murdoch Peter J. Liu Bin Yu 26 209 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 23 13 0 11 Jan 2018
Character-level Recurrent Neural Networks in Practice: Comparing Training and Sampling Schemes Cedric De Boom Thomas Demeester Bart Dhoedt 16 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 45 117 0 18 Dec 2017
Peephole: Predicting Network Performance Before Training Boyang Deng Junjie Yan Dahua Lin 29 103 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 35 29 0 06 Dec 2017
A trans-disciplinary review of deep learning research for water resources scientists Chaopeng Shen AI4CE 35 682 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 30 46 0 30 Nov 2017
Deep Reinforcement Learning for De-Novo Drug Design Mariya Popova Olexandr Isayev Alexander Tropsha 33 1,005 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 35 274 0 28 Nov 2017
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples Gail Weiss Yoav Goldberg Eran Yahav 13 184 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 24 49 0 21 Nov 2017
MinimalRNN: Toward More Interpretable and Trainable Recurrent Neural Networks Minmin Chen 30 28 0 18 Nov 2017
Excitation Backprop for RNNs Sarah Adel Bargal Andrea Zunino Donghyun Kim Jianming Zhang Vittorio Murino Stan Sclaroff 32 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 20 332 0 10 Nov 2017
Visualizing and Understanding Atari Agents S. Greydanus Anurag Koul Jonathan Dodge Alan Fern FAtt 37 344 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 14 200 0 30 Oct 2017
Low-Rank RNN Adaptation for Context-Aware Language Modeling Aaron Jaech Mari Ostendorf 25 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 25 844 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 24 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 21 2 0 03 Sep 2017
Learning the Enigma with Recurrent Neural Networks S. Greydanus 32 39 0 24 Aug 2017
What Actions are Needed for Understanding Human Actions in Videos? Gunnar A. Sigurdsson Olga Russakovsky Abhinav Gupta 22 133 0 09 Aug 2017
Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin Ritambhara Singh Jack Lanchantin Arshdeep Sekhon Yanjun Qi 32 71 0 01 Aug 2017
Learning Language Representations for Typology Prediction Chaitanya Malaviya Graham Neubig Patrick Littell 52 108 0 29 Jul 2017
An Embedded Deep Learning based Word Prediction Seunghak Yu Nilesh Kulkarni Haejun Lee J. Kim 34 0 0 06 Jul 2017
Automatic Generation of Natural Language Explanations F. Costa Sixun Ouyang Peter Dolog A. Lawlor 19 97 0 04 Jul 2017