Visualizing and Understanding Recurrent Networks

5 June 2015

Li Fei-Fei

Papers citing "Visualizing and Understanding Recurrent Networks"

50 / 455 papers shown

Title
From phonemes to images: levels of representation in a recurrent neural model of visually-grounded language learning Lieke Gelderloos Grzegorz Chrupała 21 31 0 11 Oct 2016
Interpreting Neural Networks to Improve Politeness Comprehension Malika Aubakirova Joey Tianyi Zhou FAtt MILM 19 56 0 09 Oct 2016
Memory Visualization for Gated Recurrent Neural Networks in Speech Recognition Zhiyuan Tang Ying Shi Dong Wang Yang Feng Shiyue Zhang 22 53 0 28 Sep 2016
Image-to-Markup Generation with Coarse-to-Fine Attention Yuntian Deng Anssi Kanervisto Jeffrey Ling Alexander M. Rush 19 226 0 16 Sep 2016
A deep learning model for estimating story points Morakot Choetkiertikul Hoa Dam T. Tran Trang Pham A. Ghose Tim Menzies 24 170 0 02 Sep 2016
Visualizing and Understanding Sum-Product Networks Antonio Vergari Nicola Di Mauro F. Esposito FAtt AAML TPM 24 45 0 29 Aug 2016
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism Edward Choi M. T. Bahadori Joshua A. Kulas A. Schuetz Walter F. Stewart Jimeng Sun AI4TS 51 1,230 0 19 Aug 2016
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks Yossi Adi Einat Kermany Yonatan Belinkov Ofer Lavi Yoav Goldberg 31 541 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 20 2 0 15 Aug 2016
DeepDiary: Automatic Caption Generation for Lifelogging Image Streams Chenyou Fan David J. Crandall DiffM 14 5 0 12 Aug 2016
Applying Deep Learning to Basketball Trajectories R. Shah Rob Romijnders 17 56 0 12 Aug 2016
Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks Jack Lanchantin Ritambhara Singh Beilun Wang Yanjun Qi 21 126 0 12 Aug 2016
Syntactically Informed Text Compression with Recurrent Neural Networks David D. Cox GNN 17 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 28 575 0 28 Jul 2016
Gated Siamese Convolutional Neural Network Architecture for Human Re-Identification Rahul Rama Varior Mrinal Haloi G. Wang 26 795 0 28 Jul 2016
Recurrent Memory Array Structures K. Rocki 17 18 0 11 Jul 2016
Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation Lili Mou Yiping Song Rui Yan Ge Li Lu Zhang Zhi Jin 23 254 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 34 83 0 23 Jun 2016
Analyzing the Behavior of Visual Question Answering Models Aishwarya Agrawal Dhruv Batra Devi Parikh 32 309 0 23 Jun 2016
Visualizing textual models with in-text and word-as-pixel highlighting Abram Handler Su Lin Blodgett Brendan O'Connor 17 5 0 20 Jun 2016
Increasing the Interpretability of Recurrent Neural Networks Using Hidden Markov Models Viktoriya Krakovna Finale Doshi-Velez AI4CE 37 69 0 16 Jun 2016
Rationalizing Neural Predictions Tao Lei Regina Barzilay Tommi Jaakkola 56 805 0 13 Jun 2016
Applications of Probabilistic Programming (Master's thesis, 2015) Yura N. Perov 26 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 13 176 0 11 May 2016
deepMiRGene: Deep Neural Network based Precursor microRNA Prediction Seunghyun Park Seonwoo Min Hyun-Soo Choi Sungroh Yoon 18 49 0 29 Apr 2016
Bridging LSTM Architecture and the Neural Dynamics during Reading Peng Qian Xipeng Qiu Xuanjing Huang 14 19 0 22 Apr 2016
Learning Visual Storylines with Skipping Recurrent Neural Networks Gunnar A. Sigurdsson Xinlei Chen Abhinav Gupta 29 38 0 14 Apr 2016
Online Multi-Target Tracking Using Recurrent Neural Networks Anton Milan S. Hamid Rezatofighi A. Dick Ian Reid Konrad Schindler VOT 28 515 0 13 Apr 2016
NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis Amir Shahroudy Jun Liu T. Ng G. Wang 108 2,459 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 53 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 21 347 0 28 Mar 2016
Deep Learning in Bioinformatics Seonwoo Min Byunghan Lee Sungroh Yoon AI4CE 3DV 36 1,351 0 21 Mar 2016
Recurrent Dropout without Memory Loss Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 32 222 0 16 Mar 2016
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations E. Kiperwasser Yoav Goldberg 29 663 0 14 Mar 2016
From virtual demonstration to real-world manipulation using LSTM and MDN Rouhollah Rahmatizadeh P. Abolghasemi Aman Behal Ladislau Bölöni 32 14 0 12 Mar 2016
Recursive Recurrent Nets with Attention Modeling for OCR in the Wild Chen-Yu Lee Simon Osindero VLM 40 458 0 09 Mar 2016
Noisy Activation Functions Çağlar Gülçehre Marcin Moczulski Misha Denil Yoshua Bengio 9 283 0 01 Mar 2016
Representation of linguistic form and function in recurrent neural networks Ákos Kádár Grzegorz Chrupała A. Alishahi 27 162 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 28 324 0 11 Feb 2016
Strongly-Typed Recurrent Neural Networks David Balduzzi Muhammad Ghifary PINN 16 60 0 06 Feb 2016
Language to Logical Form with Neural Attention Li Dong Mirella Lapata AI4CE NAI 28 727 0 06 Jan 2016
Recurrent Memory Networks for Language Modeling Ke M. Tran Arianna Bisazza Christof Monz 30 21 0 06 Jan 2016
Backward and Forward Language Modeling for Constrained Sentence Generation Lili Mou Rui Yan Ge Li Lu Zhang Zhi Jin GAN 19 33 0 21 Dec 2015
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks Sean Bell C. L. Zitnick Kavita Bala Ross B. Girshick ObjD 41 1,205 0 14 Dec 2015
Named Entity Recognition with Bidirectional LSTM-CNNs Jason P. C. Chiu Eric Nichols 32 1,888 0 26 Nov 2015
DenseCap: Fully Convolutional Localization Networks for Dense Captioning Justin Johnson A. Karpathy Li Fei-Fei VLM 74 1,159 0 24 Nov 2015
Doctor AI: Predicting Clinical Events via Recurrent Neural Networks Edward Choi M. T. Bahadori A. Schuetz Walter F. Stewart Jimeng Sun 8 1,087 0 18 Nov 2015
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena GNN 78 1 0 17 Nov 2015
adaQN: An Adaptive Quasi-Newton Algorithm for Training RNNs N. Keskar A. Berahas ODL 9 34 0 04 Nov 2015
On End-to-End Program Generation from User Intention by Deep Neural Networks Lili Mou Rui Men Ge Li Lu Zhang Zhi Jin 29 46 0 25 Oct 2015