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
Optimal Textures: Fast and Robust Texture Synthesis and Style Transfer through Optimal Transport E. Risser OOD 47 5 0 28 Oct 2020
Upsampling artifacts in neural audio synthesis Jordi Pons Santiago Pascual Giulio Cengarle Joan Serrà 97 64 0 27 Oct 2020
Dynamic Adversarial Patch for Evading Object Detection Models Shahar Hoory T. Shapira A. Shabtai Yuval Elovici AAML 80 42 0 25 Oct 2020
Exemplary Natural Images Explain CNN Activations Better than State-of-the-Art Feature Visualization Judy Borowski Roland S. Zimmermann Judith Schepers Robert Geirhos Thomas S. A. Wallis Matthias Bethge Wieland Brendel FAtt 99 7 0 23 Oct 2020
ResNet or DenseNet? Introducing Dense Shortcuts to ResNet Chaoning Zhang Philipp Benz Dawit Mureja Argaw Seokju Lee Junsik Kim François Rameau Jean-Charles Bazin In So Kweon 92 115 0 23 Oct 2020
Towards falsifiable interpretability research Matthew L. Leavitt Ari S. Morcos AAML AI4CE 84 68 0 22 Oct 2020
Using Deep Image Priors to Generate Counterfactual Explanations V. Narayanaswamy Jayaraman J. Thiagarajan A. Spanias 50 4 0 22 Oct 2020
CLAR: Contrastive Learning of Auditory Representations Haider Al-Tahan Y. Mohsenzadeh SSL 198 56 0 19 Oct 2020
What do CNN neurons learn: Visualization & Clustering Haoyue Dai SSL 40 0 0 18 Oct 2020
Layer-wise Characterization of Latent Information Leakage in Federated Learning Fan Mo Anastasia Borovykh Mohammad Malekzadeh Hamed Haddadi Soteris Demetriou FedML 80 31 0 17 Oct 2020
Diagnosing and Preventing Instabilities in Recurrent Video Processing T. Tanay Aivar Sootla Matteo Maggioni P. Dokania Philip Torr A. Leonardis Greg Slabaugh 81 7 0 10 Oct 2020
Adversarial Patch Attacks on Monocular Depth Estimation Networks Koichiro Yamanaka R. Matsumoto Keita Takahashi T. Fujii GAN AAML MDE 57 37 0 06 Oct 2020
Contextual Semantic Interpretability Diego Marcos Ruth C. Fong Sylvain Lobry Rémi Flamary Nicolas Courty D. Tuia SSL 122 28 0 18 Sep 2020
Understanding the Role of Individual Units in a Deep Neural Network David Bau Jun-Yan Zhu Hendrik Strobelt Àgata Lapedriza Bolei Zhou Antonio Torralba GAN 90 457 0 10 Sep 2020
Privacy Leakage of SIFT Features via Deep Generative Model based Image Reconstruction Haiwei Wu Jiantao Zhou 23 13 0 02 Sep 2020
Unsupervised Single-Image Reflection Separation Using Perceptual Deep Image Priors Suhong Kim Hamed RahmaniKhezri S. Nourbakhsh M. Hefeeda MDE 39 4 0 01 Sep 2020
TORNADO-Net: mulTiview tOtal vaRiatioN semAntic segmentation with Diamond inceptiOn module Martin Gerdzhev Ryan Razani E. Taghavi Bingbing Liu 3DPC 187 70 0 24 Aug 2020
Vulnerability of Face Recognition Systems Against Composite Face Reconstruction Attack Hadi Mansourifar W. Shi AAML CVBM 48 2 0 23 Aug 2020
One-pixel Signature: Characterizing CNN Models for Backdoor Detection Shanjiaoyang Huang Weiqi Peng Zhiwei Jia Zhuowen Tu 58 64 0 18 Aug 2020
Survey of XAI in digital pathology Milda Pocevičiūtė Gabriel Eilertsen Claes Lundström 80 56 0 14 Aug 2020
A Neural-Symbolic Framework for Mental Simulation Michael D Kissner 33 0 0 05 Aug 2020
Counterfactual Explanation Based on Gradual Construction for Deep Networks Hong G Jung Sin-Han Kang Hee-Dong Kim Dong-Ok Won Seong-Whan Lee OOD FAtt 94 24 0 05 Aug 2020
Explainable Predictive Process Monitoring Musabir Musabayli F. Maggi Williams Rizzi Josep Carmona Chiara Di Francescomarino 75 61 0 04 Aug 2020
Explainable Face Recognition Jonathan R. Williford Brandon B. May J. Byrne CVBM 69 71 0 03 Aug 2020
Model Reduction of Shallow CNN Model for Reliable Deployment of Information Extraction from Medical Reports A. Dubey Alina Peluso Jacob D. Hinkle Devanshu Agarawal Zilong Tan MedIm 17 0 0 31 Jul 2020
Black-Box Face Recovery from Identity Features Anton Razzhigaev Klim Kireev Edgar Kaziakhmedov Nurislam Tursynbek Aleksandr Petiushko CVBM 70 26 0 27 Jul 2020
Adversarial Training Reduces Information and Improves Transferability M. Terzi Alessandro Achille Marco Maggipinto Gian Antonio Susto AAML 106 23 0 22 Jul 2020
Inverting the Feature Visualization Process for Feedforward Neural Networks Christian Reinbold Rüdiger Westermann FAtt 26 0 0 21 Jul 2020
Regularizing Deep Networks with Semantic Data Augmentation Yulin Wang Gao Huang Shiji Song Xuran Pan Yitong Xia Cheng Wu 141 161 0 21 Jul 2020
Understanding and Diagnosing Vulnerability under Adversarial Attacks Haizhong Zheng Ziqi Zhang Honglak Lee A. Prakash FAtt AAML 76 6 0 17 Jul 2020
Camera Bias in a Fine Grained Classification Task Philip T. G. Jackson Stephen Bonner Ning Jia Christopher J. Holder Jonathan Stonehouse B. Obara 51 4 0 16 Jul 2020
Do Adversarially Robust ImageNet Models Transfer Better? Hadi Salman Andrew Ilyas Logan Engstrom Ashish Kapoor Aleksander Madry 159 428 0 16 Jul 2020
Training Interpretable Convolutional Neural Networks by Differentiating Class-specific Filters Haoyun Liang Zhihao Ouyang Yuyuan Zeng Hang Su Zihao He Shutao Xia Jun Zhu Bo Zhang 94 47 0 16 Jul 2020
Visualizing Transfer Learning Róbert Szabó Dániel Katona M. Csillag Adrián Csiszárik D. Varga 33 8 0 15 Jul 2020
Patch-wise Attack for Fooling Deep Neural Network Lianli Gao Qilong Zhang Jingkuan Song Xianglong Liu Heng Tao Shen AAML 95 145 0 14 Jul 2020
Data from Model: Extracting Data from Non-robust and Robust Models Philipp Benz Chaoning Zhang Tooba Imtiaz In-So Kweon 81 7 0 13 Jul 2020
Distangling Biological Noise in Cellular Images with a focus on Explainability Manik Sharma Ganapathy Krishnamurthi OOD MedIm 107 0 0 11 Jul 2020
Attention-guided Quality Assessment for Automated Cryo-EM Grid Screening Hong Chao Xu D. Timm Shireen Y. Elhabian 30 1 0 10 Jul 2020
Scientific Discovery by Generating Counterfactuals using Image Translation Arunachalam Narayanaswamy Subhashini Venugopalan D. Webster L. Peng G. Corrado ... Abigail E. Huang Siva Balasubramanian Michael P. Brenner Phil Q. Nelson A. Varadarajan DiffM MedIm 134 21 0 10 Jul 2020
Impression Space from Deep Template Network Gongfan Fang Xinchao Wang Haofei Zhang Mingli Song Xiuming Zhang 32 0 0 10 Jul 2020
SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations Giulio Lovisotto H.C.M. Turner Ivo Sluganovic Martin Strohmeier Ivan Martinovic AAML 92 104 0 08 Jul 2020
C2G-Net: Exploiting Morphological Properties for Image Classification L. Herbsthofer B. Prietl M. Tomberger Thomas W. Pieber P. López-García MedIm 28 1 0 07 Jul 2020
Interpreting and Disentangling Feature Components of Various Complexity from DNNs Jie Ren Mingjie Li Zexu Liu Quanshi Zhang CoGe 77 18 0 29 Jun 2020
Compositional Convolutional Neural Networks: A Robust and Interpretable Model for Object Recognition under Occlusion Adam Kortylewski Qing Liu Angtian Wang Yihong Sun Alan Yuille 79 78 0 28 Jun 2020
Video Representation Learning with Visual Tempo Consistency Ceyuan Yang Yinghao Xu Bo Dai Bolei Zhou 68 92 0 28 Jun 2020
Automatic Recall Machines: Internal Replay, Continual Learning and the Brain Xu Ji Joao Henriques Tinne Tuytelaars Andrea Vedaldi KELM 98 10 0 22 Jun 2020
Facial Expression Editing with Continuous Emotion Labels Alexandra Lindt Pablo V. A. Barros Henrique Siqueira S. Wermter CVBM 79 29 0 22 Jun 2020
Rotation-Equivariant Neural Networks for Privacy Protection Hao Zhang Yiting Chen Haotian Ma Xu Cheng Qihan Ren Liyao Xiang Jie Shi Quanshi Zhang 47 3 0 21 Jun 2020
Embedded Encoder-Decoder in Convolutional Networks Towards Explainable AI A. Tavanaei XAI 99 31 0 19 Jun 2020
Understanding and Mitigating Exploding Inverses in Invertible Neural Networks Jens Behrmann Paul Vicol Kuan-Chieh Wang Roger C. Grosse J. Jacobsen 79 94 0 16 Jun 2020