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
Improving Privacy-Preserving Vertical Federated Learning by Efficient Communication with ADMM Chulin Xie Pin-Yu Chen Qinbin Li Arash Nourian Ce Zhang Bo Li FedML 105 16 0 20 Jul 2022
Explaining Deepfake Detection by Analysing Image Matching S. Dong Jin Wang Jiajun Liang Haoqiang Fan Renhe Ji 74 52 0 20 Jul 2022
Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays Yan Han G. Holste Ying Ding Ahmed H. Tewfik Yifan Peng Zhangyang Wang LM&MA ViT 130 16 0 10 Jul 2022
Activation Template Matching Loss for Explainable Face Recognition Huawei Lin Haozhe Liu Qiufu Li Linlin Shen CVBM 86 2 0 05 Jul 2022
Secure Forward Aggregation for Vertical Federated Neural Networks Shuowei Cai Di Chai Liu Yang Junxue Zhang Yilun Jin Leye Wang Kun Guo Kai Chen FedML 80 8 0 28 Jun 2022
Measuring Representational Robustness of Neural Networks Through Shared Invariances Vedant Nanda Till Speicher Camila Kolling John P. Dickerson Krishna P. Gummadi Adrian Weller 139 14 0 23 Jun 2022
Visualizing and Understanding Contrastive Learning Fawaz Sammani Boris Joukovsky Nikos Deligiannis SSL FAtt 96 9 0 20 Jun 2022
Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data Timothy Castiglia Anirban Das Shiqiang Wang S. Patterson FedML 74 50 0 16 Jun 2022
Reconstructing Training Data from Trained Neural Networks Niv Haim Gal Vardi Gilad Yehudai Ohad Shamir Michal Irani 118 141 0 15 Jun 2022
Orthonormal Convolutions for the Rotation Based Iterative Gaussianization Valero Laparra Alexander Hepburn J. E. Johnson Jesús Malo 75 3 0 08 Jun 2022
From Attribution Maps to Human-Understandable Explanations through Concept Relevance Propagation Reduan Achtibat Maximilian Dreyer Ilona Eisenbraun S. Bosse Thomas Wiegand Wojciech Samek Sebastian Lapuschkin FAtt 87 150 0 07 Jun 2022
Rethinking Saliency Map: An Context-aware Perturbation Method to Explain EEG-based Deep Learning Model Hanqi Wang Xiaoguang Zhu Tao Chen Chengfang Li Liang Song FAtt 72 5 0 30 May 2022
Federated Semi-Supervised Learning with Prototypical Networks Woojun Kim Keondo Park Kihyuk Sohn Raphael Shu Hyung-Sin Kim FedML 85 12 0 27 May 2022
Leveraging Causal Inference for Explainable Automatic Program Repair Jianzong Wang Shijing Si Z. Zhu Xiaoyang Qu Zhenhou Hong Jing Xiao 105 4 0 26 May 2022
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering Ekdeep Singh Lubana Chi Ian Tang F. Kawsar Robert P. Dick Akhil Mathur FedML 77 54 0 23 May 2022
BodyMap: Learning Full-Body Dense Correspondence Map A. Ianina N. Sarafianos Yuanlu Xu Ignacio Rocco Tony Tung 3DH 66 14 0 18 May 2022
Prompting to Distill: Boosting Data-Free Knowledge Distillation via Reinforced Prompt Xinyin Ma Xinchao Wang Gongfan Fang Yongliang Shen Weiming Lu 42 11 0 16 May 2022
GLaMa: Joint Spatial and Frequency Loss for General Image Inpainting Zeyu Lu Junjun Jiang Jun Huang Gang Wu Xianming Liu 66 25 0 15 May 2022
Exploiting Digital Surface Models for Inferring Super-Resolution for Remotely Sensed Images S. Karatsiolis C. Padubidri A. Kamilaris 73 5 0 09 May 2022
Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs Jie Ren Mingjie Li Meng Zhou Shih-Han Chan Quanshi Zhang 63 3 0 04 May 2022
The Revisiting Problem in Simultaneous Localization and Mapping: A Survey on Visual Loop Closure Detection Konstantinos A. Tsintotas Loukas Bampis Antonios Gasteratos 78 111 0 27 Apr 2022
Exploring Hidden Semantics in Neural Networks with Symbolic Regression Yuanzhen Luo Qiang Lu Xilei Hu Jake Luo Zhiguang Wang 63 0 0 22 Apr 2022
Semantic interpretation for convolutional neural networks: What makes a cat a cat? Haonan Xu Yuntian Chen Dongxiao Zhang FAtt 72 3 0 16 Apr 2022
Few-shot Forgery Detection via Guided Adversarial Interpolation Haonan Qiu Siyu Chen Bei Gan Kunze Wang Huafeng Shi Jing Shao Ziwei Liu AAML 118 6 0 12 Apr 2022
Total Variation Optimization Layers for Computer Vision Raymond A. Yeh Yuan-Ting Hu Zhongzheng Ren Alex Schwing 53 14 0 07 Apr 2022
Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck Junho Kim Byung-Kwan Lee Yong Man Ro AAML 64 46 0 06 Apr 2022
On scientific understanding with artificial intelligence Mario Krenn R. Pollice S. Guo Matteo Aldeghi Alba Cervera-Lierta ... Florian Hase A. Jinich AkshatKumar Nigam Zhenpeng Yao Alán Aspuru-Guzik 88 197 0 04 Apr 2022
AutoProtoNet: Interpretability for Prototypical Networks Pedro Sandoval Segura W. Lawson 40 2 0 02 Apr 2022
VFDS: Variational Foresight Dynamic Selection in Bayesian Neural Networks for Efficient Human Activity Recognition Randy Ardywibowo Shahin Boluki Zhangyang Wang Bobak J. Mortazavi Shuai Huang Xiaoning Qian 45 2 0 31 Mar 2022
It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher Kanghyun Choi Hye Yoon Lee Deokki Hong Joonsang Yu Noseong Park Youngsok Kim Jinho Lee MQ 113 33 0 31 Mar 2022
Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage Zhuohang Li Jiaxin Zhang Lu Liu Jian-Dong Liu FedML 89 122 0 29 Mar 2022
Core Risk Minimization using Salient ImageNet Sahil Singla Mazda Moayeri Soheil Feizi 88 14 0 28 Mar 2022
Adversarial Representation Sharing: A Quantitative and Secure Collaborative Learning Framework Jikun Chen Feng Qiang Na Ruan FedML 46 2 0 27 Mar 2022
Verifiable Access Control for Augmented Reality Localization and Mapping Shaowei Zhu Hyo Jin Kim Maurizio Monge G. E. Suh Armin Alaghi Brandon Reagen Vincent T. Lee 82 1 0 24 Mar 2022
Feature visualization for convolutional neural network models trained on neuroimaging data Fabian Eitel A. Melkonyan K. Ritter FAtt 48 1 0 24 Mar 2022
Powerful Physical Adversarial Examples Against Practical Face Recognition Systems Inderjeet Singh Toshinori Araki Kazuya Kakizaki AAML 101 13 0 23 Mar 2022
GradViT: Gradient Inversion of Vision Transformers Ali Hatamizadeh Hongxu Yin H. Roth Wenqi Li Jan Kautz Daguang Xu Pavlo Molchanov ViT 188 65 0 22 Mar 2022
Towards Explainable Evaluation Metrics for Natural Language Generation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei Zhao Yang Gao Steffen Eger AAML ELM 76 20 0 21 Mar 2022
Label-only Model Inversion Attack: The Attack that Requires the Least Information Dayong Ye Tianqing Zhu Shuai Zhou B. Liu Wanlei Zhou 60 4 0 13 Mar 2022
Joint rotational invariance and adversarial training of a dual-stream Transformer yields state of the art Brain-Score for Area V4 William Berrios Arturo Deza MedIm ViT 84 13 0 08 Mar 2022
Do Explanations Explain? Model Knows Best Ashkan Khakzar Pedram J. Khorsandi Rozhin Nobahari Nassir Navab XAI AAML FAtt 38 24 0 04 Mar 2022
ADVISE: ADaptive Feature Relevance and VISual Explanations for Convolutional Neural Networks Mohammad Mahdi Dehshibi Mona Ashtari-Majlan Gereziher W. Adhane David Masip AAML FAtt 65 3 0 02 Mar 2022
Beyond Gradients: Exploiting Adversarial Priors in Model Inversion Attacks Dmitrii Usynin Daniel Rueckert Georgios Kaissis SILM AAML 61 17 0 01 Mar 2022
ARIA: Adversarially Robust Image Attribution for Content Provenance Maksym Andriushchenko Xiaochen Li Geoffrey Oxholm Thomas Gittings Tu Bui Nicolas Flammarion John Collomosse AAML 46 3 0 25 Feb 2022
Explanatory Paradigms in Neural Networks Ghassan AlRegib Mohit Prabhushankar FAtt XAI 67 12 0 24 Feb 2022
Privacy Leakage of Adversarial Training Models in Federated Learning Systems Jingyang Zhang Yiran Chen Hai Helen Li FedML PICV 136 16 0 21 Feb 2022
Non-Deterministic Face Mask Removal Based On 3D Priors Xiangnan Yin Liming Chen CVBM 53 2 0 20 Feb 2022
Explaining, Evaluating and Enhancing Neural Networks' Learned Representations Marco Bertolini Djork-Arné Clevert F. Montanari FAtt 49 5 0 18 Feb 2022
Physics-Informed Deep Monte Carlo Quantile Regression method for Interval Multilevel Bayesian Network-based Satellite Heat Reliability Analysis Xiaohu Zheng Wen Yao Zhiqiang Gong Yunyang Zhang Xiaoya Zhang 19 0 0 14 Feb 2022
Assessing Privacy Risks from Feature Vector Reconstruction Attacks Emily Wenger Francesca Falzon Josephine Passananti Haitao Zheng Ben Y. Zhao AAML 71 3 0 11 Feb 2022