Understanding Deep Image Representations by Inverting Them

26 November 2014

Andrea Vedaldi

Papers citing "Understanding Deep Image Representations by Inverting Them"

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Title
Dataset Condensation with Gradient Matching Bo Zhao Konda Reddy Mopuri Hakan Bilen DD 185 505 0 10 Jun 2020
Privacy Adversarial Network: Representation Learning for Mobile Data Privacy Sicong Liu Junzhao Du Anshumali Shrivastava Lin Zhong 93 14 0 08 Jun 2020
A Generic and Model-Agnostic Exemplar Synthetization Framework for Explainable AI Antonio Bărbălău Adrian Cosma Radu Tudor Ionescu Marius Popescu 52 9 0 06 Jun 2020
Image Classification in the Dark using Quanta Image Sensors Abhiram Gnanasambandam Stanley H. Chan VLM 65 36 0 03 Jun 2020
Explainable Artificial Intelligence: a Systematic Review Giulia Vilone Luca Longo XAI 121 271 0 29 May 2020
DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices Run Wang Felix Juefei Xu Yihao Huang Qing Guo Xiaofei Xie Lei Ma Yang Liu AAML 91 107 0 28 May 2020
Network-to-Network Translation with Conditional Invertible Neural Networks Robin Rombach Patrick Esser Bjorn Ommer 40 3 0 27 May 2020
A Framework for Behavioral Biometric Authentication using Deep Metric Learning on Mobile Devices Cong Wang Yanru Xiao Xing Gao Li Li Jun Wang HAI 56 0 0 26 May 2020
Network Bending: Expressive Manipulation of Deep Generative Models Terence Broad F. Leymarie M. Grierson AI4CE 46 2 0 25 May 2020
TIPRDC: Task-Independent Privacy-Respecting Data Crowdsourcing Framework for Deep Learning with Anonymized Intermediate Representations Ang Li Yixiao Duan Huanrui Yang Yiran Chen Jianlei Yang 103 50 0 23 May 2020
Interpreting the Latent Space of GANs via Correlation Analysis for Controllable Concept Manipulation Ziqiang Li Rentuo Tao Hongjing Niu Bin Li GAN 53 4 0 23 May 2020
Focus Longer to See Better:Recursively Refined Attention for Fine-Grained Image Classification Prateek Shroff Tianlong Chen Yunchao Wei Zhangyang Wang 43 12 0 22 May 2020
Interpretable and Accurate Fine-grained Recognition via Region Grouping Zixuan Huang Yin Li 87 142 0 21 May 2020
Feature Purification: How Adversarial Training Performs Robust Deep Learning Zeyuan Allen-Zhu Yuanzhi Li MLT AAML 126 151 0 20 May 2020
Reliable Local Explanations for Machine Listening Saumitra Mishra Emmanouil Benetos Bob L. T. Sturm S. Dixon AAML FAtt 46 21 0 15 May 2020
Transforming and Projecting Images into Class-conditional Generative Networks Minyoung Huh Richard Y. Zhang Jun-Yan Zhu S. Paris Aaron Hertzmann 106 111 0 04 May 2020
Visualizing Deep Learning-based Radio Modulation Classifier Liang Huang You Zhang Weijian Pan Jinyin Chen L. Qian Yuan Wu 43 32 0 03 May 2020
Microscopy Image Restoration using Deep Learning on W2S M. Chatton 45 2 0 22 Apr 2020
Assessing the Reliability of Visual Explanations of Deep Models with Adversarial Perturbations Dan Valle Tiago Pimentel Adriano Veloso FAtt XAI AAML 40 3 0 22 Apr 2020
Games for Fairness and Interpretability Eric Chu Nabeel Gillani S. Makini FaML 45 4 0 20 Apr 2020
Multi-Scale Thermal to Visible Face Verification via Attribute Guided Synthesis Xing Di B. Riggan Shuowen Hu Nathan J. Short Vishal M. Patel CVBM 76 33 0 20 Apr 2020
A Review on Deep Learning Techniques for Video Prediction Sergiu Oprea P. Martinez-Gonzalez Alberto Garcia-Garcia John Alejandro Castro-Vargas S. Orts-Escolano Jose Garcia-Rodriguez Antonis Argyros 112 256 0 10 Apr 2020
ASL Recognition with Metric-Learning based Lightweight Network Evgeny Izutov SLR 58 6 0 10 Apr 2020
Information Leakage in Embedding Models Congzheng Song A. Raghunathan MIACV 96 275 0 31 Mar 2020
Weakly Supervised PET Tumor Detection Using Class Response Amine Amyar R. Modzelewski P. Vera V. Morard S. Ruan MedIm 54 5 0 18 Mar 2020
Vec2Face: Unveil Human Faces from their Blackbox Features in Face Recognition C. Duong Thanh-Dat Truong Kha Gia Quach Hung Bui Kaushik Roy Khoa Luu CVBM 77 54 0 16 Mar 2020
Semantic Pyramid for Image Generation Assaf Shocher Yossi Gandelsman Inbar Mosseri Michal Yarom Michal Irani William T. Freeman Tali Dekel GAN 111 55 0 13 Mar 2020
BigGAN-based Bayesian reconstruction of natural images from human brain activity Kai Qiao Jian Chen Linyuan Wang Chi Zhang Li Tong Bin Yan GAN 54 29 0 13 Mar 2020
Explaining Knowledge Distillation by Quantifying the Knowledge Xu Cheng Zhefan Rao Yilan Chen Quanshi Zhang 86 122 0 07 Mar 2020
Privacy-preserving Learning via Deep Net Pruning Yangsibo Huang Yushan Su S. S. Ravi Zhao Song Sanjeev Arora Keqin Li MLT 73 16 0 04 Mar 2020
Matching Neuromorphic Events and Color Images via Adversarial Learning Fang Xu Shijie Lin Wen Yang Lei Yu Dengxin Dai Guisong Xia 37 1 0 02 Mar 2020
Disentangling Image Distortions in Deep Feature Space Simone Bianco Luigi Celona Paolo Napoletano 37 14 0 26 Feb 2020
An Outer-approximation Guided Optimization Approach for Constrained Neural Network Inverse Problems Myun-Seok Cheon 72 5 0 24 Feb 2020
Neuron Shapley: Discovering the Responsible Neurons Amirata Ghorbani James Zou FAtt TDI 86 115 0 23 Feb 2020
CRL: Class Representative Learning for Image Classification Mayanka Chandrashekar Yugyung Lee VLM 105 1 0 16 Feb 2020
Classifying the classifier: dissecting the weight space of neural networks Gabriel Eilertsen Daniel Jonsson Timo Ropinski Jonas Unger Anders Ynnerman 76 54 0 13 Feb 2020
Explaining Explanations: Axiomatic Feature Interactions for Deep Networks Joseph D. Janizek Pascal Sturmfels Su-In Lee FAtt 90 149 0 10 Feb 2020
Global Texture Enhancement for Fake Face Detection in the Wild Zhengzhe Liu Xiaojuan Qi Philip Torr CVBM 113 295 0 01 Feb 2020
Examining the Benefits of Capsule Neural Networks Arjun Punjabi Jonas M. Schmid Aggelos K. Katsaggelos 60 12 0 29 Jan 2020
An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices Xiaolong Ma Wei Niu Tianyun Zhang Sijia Liu Sheng Lin ... Xiang Chen Jian Tang Kaisheng Ma Bin Ren Yanzhi Wang 103 27 0 20 Jan 2020
ImagineNet: Restyling Apps Using Neural Style Transfer Michael H. Fischer Richard R. Yang M. Lam 51 3 0 14 Jan 2020
Boosting Occluded Image Classification via Subspace Decomposition Based Estimation of Deep Features Feng Cen Guanghui Wang 87 32 0 13 Jan 2020
Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs Marcel Hildebrandt Jorge Andres Quintero Serna Yunpu Ma Martin Ringsquandl Mitchell Joblin Volker Tresp 58 1 0 09 Jan 2020
On Interpretability of Artificial Neural Networks: A Survey Fenglei Fan Jinjun Xiong Mengzhou Li Ge Wang AAML AI4CE 96 318 0 08 Jan 2020
Semi-Supervised Learning with Normalizing Flows Pavel Izmailov Polina Kirichenko Marc Finzi A. Wilson DRL BDL 100 115 0 30 Dec 2019
White Noise Analysis of Neural Networks Ali Borji Sikun Lin FAtt 53 12 0 23 Dec 2019
RPGAN: GANs Interpretability via Random Routing A. Voynov Artem Babenko GAN 68 7 0 23 Dec 2019
Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary Tasks B. Chatterjee Charalambos (Charis) Poullis SSeg 33 17 0 19 Dec 2019
Metamorphic Testing for Object Detection Systems Shuai Wang Z. Su 75 24 0 19 Dec 2019
Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion Hongxu Yin Pavlo Molchanov Zhizhong Li J. Álvarez Arun Mallya Derek Hoiem N. Jha Jan Kautz 161 570 0 18 Dec 2019