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
From Feature Visualization to Visual Circuits: Effect of Adversarial Model Manipulation Géraldin Nanfack Michael Eickenberg Eugene Belilovsky FAtt AAML GNN 99 1 0 03 Jun 2024
ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning Ruchika Chavhan Da Li Timothy M. Hospedales 96 16 0 29 May 2024
Extracting Prompts by Inverting LLM Outputs Collin Zhang John X. Morris Vitaly Shmatikov 71 22 0 23 May 2024
ViSTooth: A Visualization Framework for Tooth Segmentation on Panoramic Radiograph Shenji Zhu Miaoxin Hu Tianya Pan Yue Hong Bin Li Zhiguang Zhou Ting Xu 57 0 0 14 May 2024
A Multimodal Automated Interpretability Agent Tamar Rott Shaham Sarah Schwettmann Franklin Wang Achyuta Rajaram Evan Hernandez Jacob Andreas Antonio Torralba 223 28 0 22 Apr 2024
Trackable Agent-based Evolution Models at Wafer Scale Matthew Andres Moreno Connor Yang Emily L. Dolson Luis Zaman 76 5 0 16 Apr 2024
Communication-Efficient Hybrid Federated Learning for E-health with Horizontal and Vertical Data Partitioning Chong Yu Shuaiqi Shen Shiqiang Wang Kuan Zhang Hai Zhao FedML 80 4 0 15 Apr 2024
Ti-Patch: Tiled Physical Adversarial Patch for no-reference video quality metrics Victoria Leonenkova E. Shumitskaya Anastasia Antsiferova D. Vatolin 116 3 0 15 Apr 2024
Interpreting End-to-End Deep Learning Models for Speech Source Localization Using Layer-wise Relevance Propagation Luca Comanducci Fabio Antonacci Augusto Sarti 67 1 0 04 Apr 2024
Visual Concept Connectome (VCC): Open World Concept Discovery and their Interlayer Connections in Deep Models M. Kowal Richard P. Wildes Konstantinos G. Derpanis GNN 113 8 0 02 Apr 2024
Deep Learning with Parametric Lenses Geoffrey S. H. Cruttwell Bruno Gavranović Neil Ghani Paul W. Wilson Fabio Zanasi 63 2 0 30 Mar 2024
Dense Vision Transformer Compression with Few Samples Hanxiao Zhang Yifan Zhou Guo-Hua Wang Jianxin Wu ViT VLM 91 5 0 27 Mar 2024
Neural Clustering based Visual Representation Learning Guikun Chen Xia Li Yi Yang Wenguan Wang SSL 107 10 0 26 Mar 2024
Physical 3D Adversarial Attacks against Monocular Depth Estimation in Autonomous Driving Junhao Zheng Chenhao Lin Jiahao Sun Zhengyu Zhao Qian Li Chao Shen 89 23 0 26 Mar 2024
Deep Support Vectors Junhoo Lee Hyunho Lee Kyomin Hwang Nojun Kwak 89 0 0 26 Mar 2024
E2F-Net: Eyes-to-Face Inpainting via StyleGAN Latent Space Ahmad Hassanpour Fatemeh Jamalbafrani Bian Yang Kiran Raja Raymond N. J. Veldhuis Julian Fierrez GAN CVBM 76 9 0 18 Mar 2024
SSAP: A Shape-Sensitive Adversarial Patch for Comprehensive Disruption of Monocular Depth Estimation in Autonomous Navigation Applications Amira Guesmi Muhammad Abdullah Hanif Ihsen Alouani B. Ouni Mohamed Bennai AAML MDE 92 6 0 18 Mar 2024
SelfIE: Self-Interpretation of Large Language Model Embeddings Haozhe Chen Carl Vondrick Chengzhi Mao 77 27 0 16 Mar 2024
TRG-Net: An Interpretable and Controllable Rain Generator Zhiqian Pang Hong Wang Qi Xie Deyu Meng Zongben Xu 83 1 0 15 Mar 2024
A spatiotemporal style transfer algorithm for dynamic visual stimulus generation Antonino Greco Markus Siegel 70 2 0 07 Mar 2024
Comparing Importance Sampling Based Methods for Mitigating the Effect of Class Imbalance Indu Panigrahi Richard Zhu 67 1 0 28 Feb 2024
Referee Can Play: An Alternative Approach to Conditional Generation via Model Inversion Xuantong Liu Tianyang Hu Wei Cao Kenji Kawaguchi Yuan Yao DiffM 129 3 0 26 Feb 2024
RAUCA: A Novel Physical Adversarial Attack on Vehicle Detectors via Robust and Accurate Camouflage Generation Jiawei Zhou Linye Lyu Daojing He Yu Li AAML 49 7 0 24 Feb 2024
Learning by Reconstruction Produces Uninformative Features For Perception Randall Balestriero Yann LeCun 72 22 0 17 Feb 2024
Feature Accentuation: Revealing 'What' Features Respond to in Natural Images Christopher Hamblin Thomas Fel Srijani Saha Talia Konkle George A. Alvarez FAtt 103 3 0 15 Feb 2024
Is my Data in your AI Model? Membership Inference Test with Application to Face Images Daniel DeAlcala Aythami Morales Julian Fierrez Gonzalo Mancera Ruben Tolosana J. Ortega-Garcia CVBM 124 7 0 14 Feb 2024
Facing the Elephant in the Room: Visual Prompt Tuning or Full Finetuning? Cheng Han Qifan Wang Yiming Cui Wenguan Wang Lifu Huang Siyuan Qi Dongfang Liu VLM 164 22 0 23 Jan 2024
Crafter: Facial Feature Crafting against Inversion-based Identity Theft on Deep Models Shiming Wang Zhe Ji Liyao Xiang Hao Zhang Xinbing Wang Cheng Zhou Yue Liu 82 4 0 14 Jan 2024
AttributionScanner: A Visual Analytics System for Model Validation with Metadata-Free Slice Finding Xiwei Xuan Jorge Henrique Piazentin Ono Liang Gou Kwan-Liu Ma Liu Ren 97 2 0 12 Jan 2024
Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective Haoyi Xiong Xuhong Li Xiaofei Zhang Jiamin Chen Xinhao Sun Yuchen Li Zeyi Sun Jundong Li XAI 143 9 0 09 Jan 2024
MAMI: Multi-Attentional Mutual-Information for Long Sequence Neuron Captioning Alfirsa Damasyifa Fauzulhaq Wahyu Parwitayasa Joseph A. Sugihdharma M. F. Ridhani N. Yudistira 79 0 0 05 Jan 2024
Locally Differentially Private Embedding Models in Distributed Fraud Prevention Systems Iker Perez Jason Wong Piotr Skalski Stuart Burrell Richard Mortier Derek McAuley David Sutton FedML 58 1 0 03 Jan 2024
Adversarial Infrared Curves: An Attack on Infrared Pedestrian Detectors in the Physical World Chen-Hao Hu Weiwen Shi AAML 88 3 0 21 Dec 2023
PICNN: A Pathway towards Interpretable Convolutional Neural Networks Wengang Guo Jiayi Yang Huilin Yin Qijun Chen Wei Ye 69 3 0 19 Dec 2023
Compensation Sampling for Improved Convergence in Diffusion Models Hui Lu A. A. Salah Ronald Poppe 92 1 0 11 Dec 2023
Fake It Till Make It: Federated Learning with Consensus-Oriented Generation Rui Ye Yaxin Du Zhenyang Ni Siheng Chen Yanfeng Wang FedML 80 5 0 10 Dec 2023
Dynamic Adversarial Attacks on Autonomous Driving Systems Amirhosein Chahe Chenan Wang Abhishek S. Jeyapratap Kaidi Xu Lifeng Zhou AAML 71 6 0 10 Dec 2023
Autoencoding Labeled Interpolator, Inferring Parameters From Image, And Image From Parameters Ali SaraerToosi A. Broderick 34 3 0 07 Dec 2023
k* Distribution: Evaluating the Latent Space of Deep Neural Networks using Local Neighborhood Analysis Shashank Kotyan Tatsuya Ueda Danilo Vasconcellos Vargas 85 2 0 07 Dec 2023
Two-stage optimized unified adversarial patch for attacking visible-infrared cross-modal detectors in the physical world Chen-Hao Hu Weiwen Shi AAML 73 1 0 04 Dec 2023
A Comprehensive Study of Vision Transformers in Image Classification Tasks Mahmoud Khalil Ahmad Khalil A. Ngom ViT 76 10 0 02 Dec 2023
Space-Time Diffusion Features for Zero-Shot Text-Driven Motion Transfer Danah Yatim Rafail Fridman Omer Bar-Tal Yoni Kasten Tali Dekel DiffM VGen 100 54 0 28 Nov 2023
Language Model Inversion John X. Morris Wenting Zhao Justin T. Chiu Vitaly Shmatikov Alexander M. Rush 134 39 0 22 Nov 2023
CovarNav: Machine Unlearning via Model Inversion and Covariance Navigation Ali Abbasi Chayne Thrash Elaheh Akbari Daniel Zhang Soheil Kolouri MU 70 4 0 21 Nov 2023
Disentangling Structure and Appearance in ViT Feature Space Narek Tumanyan Omer Bar-Tal Shir Amir Shai Bagon Tali Dekel DiffM CoGe 98 2 0 20 Nov 2023
BrainWash: A Poisoning Attack to Forget in Continual Learning Ali Abbasi Parsa Nooralinejad Hamed Pirsiavash Soheil Kolouri CLL KELM AAML 135 6 0 20 Nov 2023
The Heat is On: Thermal Facial Landmark Tracking James Baker CVBM 51 0 0 14 Nov 2023
On original and latent space connectivity in deep neural networks Boyang Gu Anastasia Borovykh GNN 3DPC 70 1 0 12 Nov 2023
Data-Free Distillation of Language Model by Text-to-Text Transfer Zheyuan Bai Xinduo Liu Hailin Hu Tianyu Guo Qinghua Zhang Yunhe Wang 78 2 0 03 Nov 2023
Towards a fuller understanding of neurons with Clustered Compositional Explanations Biagio La Rosa Leilani H. Gilpin Roberto Capobianco 63 9 0 27 Oct 2023