Understanding Neural Networks Through Deep Visualization

22 June 2015

Jeff Clune

Papers citing "Understanding Neural Networks Through Deep Visualization"

50 / 298 papers shown

Title
SentiNet: Detecting Localized Universal Attacks Against Deep Learning Systems Edward Chou Florian Tramèr Giancarlo Pellegrino AAML 173 288 0 02 Dec 2018
A Visual Interaction Framework for Dimensionality Reduction Based Data Exploration M. Cavallo Çağatay Demiralp 11 55 0 28 Nov 2018
Understanding and Improving Kernel Local Descriptors Arun Mukundan Giorgos Tolias Andrei Bursuc Hervé Jégou Ondřej Chum 22 11 0 27 Nov 2018
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 17 1,608 0 25 Nov 2018
Gradient-Coherent Strong Regularization for Deep Neural Networks Dae Hoon Park C. Ho Yi Chang Huaqing Zhang ODL 21 1 0 20 Nov 2018
Learning to synthesize: splitting and recombining low and high spatial frequencies for image recovery Mo Deng Shuai Li George Barbastathis SupR 27 18 0 19 Nov 2018
An Overview of Computational Approaches for Interpretation Analysis Philipp Blandfort Jörn Hees D. Patton 21 2 0 09 Nov 2018
What evidence does deep learning model use to classify Skin Lesions? Xiaoxiao Li Junyan Wu Eric Z. Chen Hongda Jiang 19 9 0 02 Nov 2018
Analyzing biological and artificial neural networks: challenges with opportunities for synergy? David Barrett Ari S. Morcos Jakob H. Macke AI4CE 25 110 0 31 Oct 2018
MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis Nesreen Ahmed Theodore L. Willke M. Schaar 19 32 0 30 Oct 2018
Demystifying Neural Network Filter Pruning Zhuwei Qin Fuxun Yu Adam Lesnikowski Xiang Chen 24 5 0 29 Oct 2018
Distilling Critical Paths in Convolutional Neural Networks Fuxun Yu Zhuwei Qin Xiang Chen 28 22 0 28 Oct 2018
Learning with Interpretable Structure from Gated RNN Bo-Jian Hou Zhi-Hua Zhou AI4CE 21 69 0 25 Oct 2018
Semantic Aware Attention Based Deep Object Co-segmentation Hong Chen Yifei Huang Hideki Nakayama SSeg 24 73 0 16 Oct 2018
Functionality-Oriented Convolutional Filter Pruning Zhuwei Qin Fuxun Yu Chenchen Liu Xiang Chen 16 4 0 12 Oct 2018
A User-based Visual Analytics Workflow for Exploratory Model Analysis Dylan Cashman S. Humayoun Florian Heimerl Kendall Park Subhajit Das ... Abigail Mosca J. Stasko Alex Endert Michael Gleicher Remco Chang 21 41 0 27 Sep 2018
Response Characterization for Auditing Cell Dynamics in Long Short-term Memory Networks Ramin M. Hasani Alexander Amini Mathias Lechner Felix Naser Radu Grosu Daniela Rus 28 25 0 11 Sep 2018
Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI Xiaoxiao Li Nicha Dvornek Juntang Zhuang P. Ventola James S. Duncan 34 70 0 23 Aug 2018
Fine-grained visual recognition with salient feature detection Hui Feng Shanshan Wang S. Ge ObjD 31 3 0 12 Aug 2018
NEUZZ: Efficient Fuzzing with Neural Program Smoothing Dongdong She Kexin Pei Dave Epstein Junfeng Yang Baishakhi Ray Suman Jana 25 185 0 15 Jul 2018
With Friends Like These, Who Needs Adversaries? Saumya Jetley Nicholas A. Lord Philip Torr AAML 21 70 0 11 Jul 2018
Confidential Inference via Ternary Model Partitioning Zhongshu Gu Heqing Huang Jialong Zhang D. Su Hani Jamjoom Ankita Lamba Dimitrios E. Pendarakis Ian Molloy 21 53 0 03 Jul 2018
This Looks Like That: Deep Learning for Interpretable Image Recognition Chaofan Chen Oscar Li Chaofan Tao A. Barnett Jonathan Su Cynthia Rudin 59 1,159 0 27 Jun 2018
Interpretable Discovery in Large Image Data Sets K. Wagstaff Jake H. Lee 14 9 0 21 Jun 2018
Towards Robust Interpretability with Self-Explaining Neural Networks David Alvarez-Melis Tommi Jaakkola MILM XAI 56 933 0 20 Jun 2018
RISE: Randomized Input Sampling for Explanation of Black-box Models Vitali Petsiuk Abir Das Kate Saenko FAtt 64 1,151 0 19 Jun 2018
Insights on representational similarity in neural networks with canonical correlation Ari S. Morcos M. Raghu Samy Bengio DRL 32 432 0 14 Jun 2018
Hierarchical interpretations for neural network predictions Chandan Singh W. James Murdoch Bin Yu 31 145 0 14 Jun 2018
Self-Supervised Feature Learning by Learning to Spot Artifacts Simon Jenni Paolo Favaro SSL 150 127 0 13 Jun 2018
Understanding Patch-Based Learning by Explaining Predictions Christopher J. Anders G. Montavon Wojciech Samek K. Müller UQCV FAtt 33 6 0 11 Jun 2018
Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images Noel Codella Chung-Ching Lin Allan Halpern Michael Hind Rogerio Feris John R. Smith 29 41 0 30 May 2018
How Important Is a Neuron? Kedar Dhamdhere Mukund Sundararajan Qiqi Yan FAtt GNN 22 128 0 30 May 2018
Getting to Know Low-light Images with The Exclusively Dark Dataset Y. P. Loh Chee Seng Chan 46 538 0 29 May 2018
Deep Anomaly Detection Using Geometric Transformations I. Golan Ran El-Yaniv 31 601 0 28 May 2018
SoPa: Bridging CNNs, RNNs, and Weighted Finite-State Machines Roy Schwartz Sam Thomson Noah A. Smith 28 24 0 15 May 2018
Deep Nets: What have they ever done for Vision? Alan Yuille Chenxi Liu 25 100 0 10 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
Opening the black box of neural nets: case studies in stop/top discrimination Thomas Roxlo M. Reece 13 22 0 24 Apr 2018
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering Duy-Kien Nguyen Takayuki Okatani 24 279 0 03 Apr 2018
Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool Feng Liu Tao Xiang Timothy M. Hospedales Wankou Yang Changyin Sun 30 29 0 16 Mar 2018
Visualizing Convolutional Neural Network Protein-Ligand Scoring Joshua E. Hochuli Alec Helbling Tamar Skaist Matthew Ragoza D. Koes FAtt 16 65 0 06 Mar 2018
Egocentric Basketball Motion Planning from a Single First-Person Image Gedas Bertasius Aaron Chan Jianbo Shi EgoV 24 25 0 04 Mar 2018
Autoencoder based image compression: can the learning be quantization independent? Thierry Dumas A. Roumy C. Guillemot OOD SSL MQ 13 57 0 23 Feb 2018
Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou Ehsan Adeli 50 45 0 17 Feb 2018
Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos Hugo Jair Escalante Heysem Kaya A. A. Salah Sergio Escalera Yağmur Güçlütürk ... Furkan Gürpinar Achmadnoer Sukma Wicaksana Cynthia C. S. Liem Marcel van Gerven R. Lier 22 61 0 02 Feb 2018
Interpretable Deep Convolutional Neural Networks via Meta-learning Xuan Liu Xiaoguang Wang Stan Matwin FaML 27 6 0 02 Feb 2018
ReNN: Rule-embedded Neural Networks Hu Wang AI4TS 26 15 0 30 Jan 2018
Deep saliency: What is learnt by a deep network about saliency? Sen He N. Pugeault SSL FAtt 24 8 0 12 Jan 2018
What have we learned from deep representations for action recognition? Christoph Feichtenhofer A. Pinz Richard P. Wildes Andrew Zisserman SSL 28 47 0 04 Jan 2018
A Multi-Scale and Multi-Depth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening Qiangqiang Yuan Yancong Wei Xiangchao Meng Huanfeng Shen Liangpei Zhang 27 463 0 28 Dec 2017