Understanding Deep Image Representations by Inverting Them

26 November 2014

Andrea Vedaldi

Papers citing "Understanding Deep Image Representations by Inverting Them"

50 / 858 papers shown

Title
Knowledge Consistency between Neural Networks and Beyond Ruofan Liang Tianlin Li Longfei Li Jingchao Wang Quanshi Zhang 86 28 0 05 Aug 2019
Invertible Network for Classification and Biomarker Selection for ASD Juntang Zhuang Nicha Dvornek Xiaoxiao Li P. Ventola James S. Duncan 58 21 0 23 Jul 2019
A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI Erico Tjoa Cuntai Guan XAI 202 1,466 0 17 Jul 2019
ELF: Embedded Localisation of Features in pre-trained CNN Assia Benbihi Matthieu Geist C´edric Pradalier 68 30 0 07 Jul 2019
Robust Synthesis of Adversarial Visual Examples Using a Deep Image Prior Thomas Gittings Steve A. Schneider John Collomosse AAML 61 10 0 03 Jul 2019
Multiple-Identity Image Attacks Against Face-based Identity Verification Jerone T. A. Andrews T. Tanay Lewis D. Griffin CVBM AAML 47 9 0 20 Jun 2019
SemanticAdv: Generating Adversarial Examples via Attribute-conditional Image Editing Haonan Qiu Chaowei Xiao Lei Yang Xinchen Yan Honglak Lee Yue Liu AAML 76 172 0 19 Jun 2019
Deep Learning Development Environment in Virtual Reality K. VanHorn Meyer Zinn M. Çobanoğlu 41 11 0 13 Jun 2019
Mimic and Fool: A Task Agnostic Adversarial Attack Akshay Chaturvedi Utpal Garain AAML 57 27 0 11 Jun 2019
Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding Haotian Ma Hao Zhang Fan Zhou Yinqing Zhang Quanshi Zhang FAtt 34 0 0 10 Jun 2019
Adversarial Robustness as a Prior for Learned Representations Logan Engstrom Andrew Ilyas Shibani Santurkar Dimitris Tsipras Brandon Tran Aleksander Madry OOD AAML 104 63 0 03 Jun 2019
Explainability Techniques for Graph Convolutional Networks Federico Baldassarre Hossein Azizpour GNN FAtt 178 272 0 31 May 2019
P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification Bingzhe Wu Shiwan Zhao Guangyu Sun Xiaolu Zhang Zhong Su C. Zeng Zhihong Liu 78 41 0 30 May 2019
Provably scale-covariant continuous hierarchical networks based on scale-normalized differential expressions coupled in cascade T. Lindeberg 89 19 0 29 May 2019
AI-GAs: AI-generating algorithms, an alternate paradigm for producing general artificial intelligence Jeff Clune 148 122 0 27 May 2019
Not All Features Are Equal: Feature Leveling Deep Neural Networks for Better Interpretation Yingjing Lu Runde Yang MILM 50 2 0 24 May 2019
Biometric Backdoors: A Poisoning Attack Against Unsupervised Template Updating Giulio Lovisotto Simon Eberz Ivan Martinovic AAML 95 36 0 22 May 2019
Geometry of Deep Convolutional Networks S. Carlsson MDE 3DPC 38 6 0 21 May 2019
Explaining Machine Learning Classifiers through Diverse Counterfactual Explanations R. Mothilal Amit Sharma Chenhao Tan CML 152 1,034 0 19 May 2019
TSXplain: Demystification of DNN Decisions for Time-Series using Natural Language and Statistical Features Mohsin Munir Shoaib Ahmed Siddiqui Ferdinand Küsters Dominique Mercier Andreas Dengel Sheraz Ahmed AI4TS 57 19 0 15 May 2019
Assuring the Machine Learning Lifecycle: Desiderata, Methods, and Challenges Rob Ashmore R. Calinescu Colin Paterson AI4TS 73 119 0 10 May 2019
Adversarial Examples Are Not Bugs, They Are Features Andrew Ilyas Shibani Santurkar Dimitris Tsipras Logan Engstrom Brandon Tran Aleksander Madry SILM 149 1,847 0 06 May 2019
3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation Stylianos Moschoglou Stylianos Ploumpis M. Nicolaou A. Papaioannou Stefanos Zafeiriou CVBM 3DH 77 51 0 01 May 2019
A scalable saliency-based Feature selection method with instance level information Brais Cancela V. Bolón-Canedo Amparo Alonso-Betanzos João Gama FAtt 62 13 0 30 Apr 2019
Making Convolutional Networks Shift-Invariant Again Richard Y. Zhang OOD 133 801 0 25 Apr 2019
Layer Dynamics of Linearised Neural Nets Saurav Basu Koyel Mukherjee Shrihari Vasudevan AI4CE 28 1 0 24 Apr 2019
Concise Fuzzy System Modeling Integrating Soft Subspace Clustering and Sparse Learning Peng Xu Zhaohong Deng Chen Cui Te Zhang K. Choi Suhang Gu Jun Wang Shitong Wang 54 32 0 24 Apr 2019
A Personalized Affective Memory Neural Model for Improving Emotion Recognition Pablo V. A. Barros G. I. Parisi S. Wermter 71 15 0 23 Apr 2019
Everyone is a Cartoonist: Selfie Cartoonization with Attentive Adversarial Networks Xinyu Li Wei Zhang T. Shen Tao Mei CVBM GAN 54 11 0 20 Apr 2019
Polarimetric Thermal to Visible Face Verification via Self-Attention Guided Synthesis Xing Di B. Riggan Shuowen Hu Nathan J. Short Vishal M. Patel CVBM 95 43 0 15 Apr 2019
Learning Deformable Kernels for Image and Video Denoising Xiangyu Xu Muchen Li Wenxiu Sun 67 46 0 15 Apr 2019
Towards Analyzing Semantic Robustness of Deep Neural Networks Abdullah Hamdi Guohao Li AAML 72 17 0 09 Apr 2019
$$\mathcal{G}$-softmax: Improving Intra-class Compactness and Inter-class Separability of Features$ $\mathcal{G}$ -softmax: Improving Intra-class Compactness and Inter-class Separability of Features Yan Luo Yongkang Wong Mohan Kankanhalli Qi Zhao 87 37 0 08 Apr 2019
Revealing Scenes by Inverting Structure from Motion Reconstructions Francesco Pittaluga S. Koppal S. B. Kang Sudipta N. Sinha 3DPC 75 127 0 05 Apr 2019
Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer Xinyuan Chen Chang Xu Xiaokang Yang Li Song Dacheng Tao GAN 84 115 0 04 Apr 2019
Finding and Visualizing Weaknesses of Deep Reinforcement Learning Agents Christian Rupprecht Cyril Ibrahim C. Pal 96 32 0 02 Apr 2019
Data-Free Learning of Student Networks Hanting Chen Yunhe Wang Chang Xu Zhaohui Yang Chuanjian Liu Boxin Shi Chunjing Xu Chao Xu Qi Tian FedML 76 372 0 02 Apr 2019
On evaluating CNN representations for low resource medical image classification Taruna Agrawal Rahul Gupta Shrikanth Narayanan 56 21 0 26 Mar 2019
DenseBody: Directly Regressing Dense 3D Human Pose and Shape From a Single Color Image Pengfei Yao Zhen Fang Fan Wu Yao Feng Jiwei Li 3DH 99 48 0 25 Mar 2019
f-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning Yongqin Xian Saurabh Sharma Bernt Schiele Zeynep Akata GAN VLM 108 491 0 25 Mar 2019
Privacy Preserving Image-Based Localization Pablo Speciale Johannes L. Schonberger S. B. Kang Sudipta N. Sinha Marc Pollefeys 3DPC 64 84 0 13 Mar 2019
Paradox in Deep Neural Networks: Similar yet Different while Different yet Similar A. Akbarinia K. Gegenfurtner DRL 40 5 0 12 Mar 2019
Alignment Based Matching Networks for One-Shot Classification and Open-Set Recognition Paresh Malalur Tommi Jaakkola ObjD VLM 40 0 0 11 Mar 2019
Understanding the Mechanism of Deep Learning Framework for Lesion Detection in Pathological Images with Breast Cancer Wei‐Wen Hsu Chung-Hao Chen C. Hoa Yu-Ling Hou Xiang Gao Y. Shao Xueli Zhang Jingjing Wang Tao He Yan Tai MedIm OOD 26 1 0 04 Mar 2019
Functional Transparency for Structured Data: a Game-Theoretic Approach Guang-He Lee Wengong Jin David Alvarez-Melis Tommi Jaakkola 77 19 0 26 Feb 2019
Adversarial Neural Network Inversion via Auxiliary Knowledge Alignment Ziqi Yang E. Chang Zhenkai Liang MLAU 97 60 0 22 Feb 2019
Transfusion: Understanding Transfer Learning for Medical Imaging M. Raghu Chiyuan Zhang Jon M. Kleinberg Samy Bengio MedIm 111 988 0 14 Feb 2019
Manifestation of Image Contrast in Deep Networks A. Akbarinia K. Gegenfurtner 33 4 0 12 Feb 2019
Invariant-equivariant representation learning for multi-class data Ilya Feige 62 10 0 08 Feb 2019
Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI Shane T. Mueller R. Hoffman W. Clancey Abigail Emrey Gary Klein XAI 76 286 0 05 Feb 2019