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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

Title
A Way out of the Odyssey: Analyzing and Combining Recent Insights for LSTMs Shayne Longpre Sabeek Pradhan Caiming Xiong R. Socher VLM AI4TS 161 10 0 16 Nov 2016
Diversity encouraged learning of unsupervised LSTM ensemble for neural activity video prediction Yilin Song J. Viventi Yao Wang AI4TS 92 2 0 15 Nov 2016
Song From PI: A Musically Plausible Network for Pop Music Generation Hang Chu R. Urtasun Sanja Fidler MGen 133 140 0 10 Nov 2016
Entropy-SGD: Biasing Gradient Descent Into Wide Valleys Pratik Chaudhari A. Choromańska Stefano Soatto Yann LeCun Carlo Baldassi C. Borgs J. Chayes Levent Sagun R. Zecchina ODL 446 832 0 06 Nov 2016
Loss-aware Binarization of Deep Networks Lu Hou Quanming Yao James T. Kwok MQ 496 222 0 05 Nov 2016
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies Tal Linzen Emmanuel Dupoux Yoav Goldberg 220 948 0 04 Nov 2016
Predicting Domain Generation Algorithms with Long Short-Term Memory Networks Jonathan Woodbridge Hyrum S. Anderson A. Ahuja Daniel Grant 96 248 0 02 Nov 2016
Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification Jiacheng Xu Danlu Chen Xipeng Qiu Xuangjing Huang 119 160 0 17 Oct 2016
Compressing Neural Language Models by Sparse Word RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2016 Yunchuan Chen Lili Mou Yan Xu Ge Li Zhi Jin MoE 131 29 0 13 Oct 2016
From phonemes to images: levels of representation in a recurrent neural model of visually-grounded language learningInternational Conference on Computational Linguistics (COLING), 2016 Lieke Gelderloos Grzegorz Chrupała 129 31 0 11 Oct 2016
Interpreting Neural Networks to Improve Politeness ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP), 2016 Malika Aubakirova Joey Tianyi Zhou FAtt MILM 105 58 0 09 Oct 2016
Memory Visualization for Gated Recurrent Neural Networks in Speech Recognition Zhiyuan Tang Ying Shi Dong Wang Yang Feng Shiyue Zhang 146 55 0 28 Sep 2016
Image-to-Markup Generation with Coarse-to-Fine Attention Yuntian Deng Anssi Kanervisto Jeffrey Ling Alexander M. Rush 193 256 0 16 Sep 2016
A deep learning model for estimating story points Morakot Choetkiertikul Hoa Dam T. Tran Trang Pham A. Ghose Tim Menzies 144 189 0 02 Sep 2016
Visualizing and Understanding Sum-Product Networks Antonio Vergari Nicola Di Mauro F. Esposito FAtt AAML TPM 233 49 0 29 Aug 2016
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention MechanismNeural Information Processing Systems (NeurIPS), 2016 Edward Choi M. T. Bahadori Joshua A. Kulas A. Schuetz Walter F. Stewart Jimeng Sun AI4TS 346 1,379 0 19 Aug 2016
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks Yossi Adi Einat Kermany Yonatan Belinkov Ofer Lavi Yoav Goldberg 330 566 0 15 Aug 2016
Every Filter Extracts A Specific Texture In Convolutional Neural Networks Zhiqiang Xia Ce Zhu Z. Wang Qi Guo Yipeng Liu FAtt 124 2 0 15 Aug 2016
DeepDiary: Automatic Caption Generation for Lifelogging Image Streams Chenyou Fan David J. Crandall DiffM 78 5 0 12 Aug 2016
Applying Deep Learning to Basketball Trajectories R. Shah Rob Romijnders 146 58 0 12 Aug 2016
Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks Jack Lanchantin Ritambhara Singh Beilun Wang Yanjun Qi 175 129 0 12 Aug 2016
Syntactically Informed Text Compression with Recurrent Neural Networks David D. Cox GNN 149 18 0 08 Aug 2016
A Siamese Long Short-Term Memory Architecture for Human Re-Identification Rahul Rama Varior Bing Shuai Jiwen Lu Dong Xu G. Wang VLM 191 587 0 28 Jul 2016
Gated Siamese Convolutional Neural Network Architecture for Human Re-Identification Rahul Rama Varior Mrinal Haloi G. Wang 205 807 0 28 Jul 2016
Recurrent Memory Array Structures K. Rocki 158 18 0 11 Jul 2016
Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text ConversationInternational Conference on Computational Linguistics (COLING), 2016 Lili Mou Yiping Song Rui Yan Ge Li Jun Liu Zhi Jin 172 260 0 04 Jul 2016
LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks Hendrik Strobelt Sebastian Gehrmann Hanspeter Pfister Alexander M. Rush HAI 126 85 0 23 Jun 2016
Analyzing the Behavior of Visual Question Answering ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2016 Aishwarya Agrawal Dhruv Batra Devi Parikh 344 327 0 23 Jun 2016
Visualizing textual models with in-text and word-as-pixel highlighting Abram Handler Su Lin Blodgett Brendan O'Connor 68 5 0 20 Jun 2016
Increasing the Interpretability of Recurrent Neural Networks Using Hidden Markov Models Viktoriya Krakovna Finale Doshi-Velez AI4CE 350 69 0 16 Jun 2016
Rationalizing Neural Predictions Tao Lei Regina Barzilay Tommi Jaakkola 246 846 0 13 Jun 2016
Applications of Probabilistic Programming (Master's thesis, 2015) Yura N. Perov 276 4 0 31 May 2016
Tweet2Vec: Character-Based Distributed Representations for Social Media Bhuwan Dhingra Zhong Zhou Dylan J. Fitzpatrick Michael Muehl William W. Cohen VLM 148 180 0 11 May 2016
deepMiRGene: Deep Neural Network based Precursor microRNA Prediction Seunghyun Park Seonwoo Min Hyun-Soo Choi Sungroh Yoon 124 51 0 29 Apr 2016
Bridging LSTM Architecture and the Neural Dynamics during Reading Peng Qian Xipeng Qiu Xuanjing Huang 111 18 0 22 Apr 2016
Learning Visual Storylines with Skipping Recurrent Neural Networks Gunnar Sigurdsson Xinlei Chen Abhinav Gupta 146 39 0 14 Apr 2016
Online Multi-Target Tracking Using Recurrent Neural Networks Anton Milan S. Hamid Rezatofighi A. Dick Ian Reid Konrad Schindler VOT 229 530 0 13 Apr 2016
NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis Amir Shahroudy Jun Liu T. Ng G. Wang 342 2,763 0 11 Apr 2016
Dense Image Representation with Spatial Pyramid VLAD Coding of CNN for Locally Robust Captioning Andrew Shin Masataka Yamaguchi Katsunori Ohnishi Tatsuya Harada 124 8 0 30 Mar 2016
Learning to Read Chest X-Rays: Recurrent Neural Cascade Model for Automated Image Annotation Hoo-Chang Shin Kirk Roberts Le Lu Dina Demner-Fushman Jianhua Yao Ronald M. Summers 124 379 0 28 Mar 2016
Deep Learning in Bioinformatics Seonwoo Min Byunghan Lee Sungroh Yoon AI4CE 3DV 350 1,429 0 21 Mar 2016
Recurrent Dropout without Memory Loss Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 180 225 0 16 Mar 2016
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations E. Kiperwasser Yoav Goldberg 237 677 0 14 Mar 2016
From virtual demonstration to real-world manipulation using LSTM and MDN Rouhollah Rahmatizadeh P. Abolghasemi Aman Behal Ladislau Bölöni 213 14 0 12 Mar 2016
Recursive Recurrent Nets with Attention Modeling for OCR in the Wild Chen-Yu Lee Simon Osindero VLM 192 481 0 09 Mar 2016
Noisy Activation Functions Çağlar Gülçehre Marcin Moczulski Misha Denil Yoshua Bengio 242 298 0 01 Mar 2016
Representation of linguistic form and function in recurrent neural networks Ákos Kádár Grzegorz Chrupała Afra Alishahi 222 163 0 29 Feb 2016
Multifaceted Feature Visualization: Uncovering the Different Types of Features Learned By Each Neuron in Deep Neural Networks Anh Totti Nguyen J. Yosinski Jeff Clune 277 346 0 11 Feb 2016
Strongly-Typed Recurrent Neural Networks David Balduzzi Muhammad Ghifary PINN 171 66 0 06 Feb 2016
Language to Logical Form with Neural Attention Li Dong Mirella Lapata AI4CE NAI 318 757 0 06 Jan 2016