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
Data-Free Sketch-Based Image Retrieval Abhra Chaudhuri A. Bhunia Yi-Zhe Song Anjan Dutta 84 7 0 14 Mar 2023
Interpreting Hidden Semantics in the Intermediate Layers of 3D Point Cloud Classification Neural Network Weiquan Liu Minghao Liu Shijun Zheng Cheng-i Wang 3DPC 55 3 0 12 Mar 2023
EscherNet 101 Christopher Funk Yanxi Liu 33 0 0 07 Mar 2023
AdvART: Adversarial Art for Camouflaged Object Detection Attacks Amira Guesmi Ioan Marius Bilasco Mohamed Bennai Ihsen Alouani GAN AAML 89 21 0 03 Mar 2023
Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression Junho Kim Byung-Kwan Lee Yonghyun Ro CML AAML 93 18 0 02 Mar 2023
A Lifted Bregman Formulation for the Inversion of Deep Neural Networks Xiaoyu Wang Martin Benning 73 2 0 01 Mar 2023
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment Alejandro Peña Ignacio Serna Aythami Morales Julian Fierrez Alfonso Ortega Ainhoa Herrarte Manuel Alcántara J. Ortega-Garcia FaML 100 38 0 13 Feb 2023
Invisible Users: Uncovering End-Users' Requirements for Explainable AI via Explanation Forms and Goals Weina Jin Jianyu Fan D. Gromala Philippe Pasquier Ghassan Hamarneh 86 7 0 10 Feb 2023
CodeLMSec Benchmark: Systematically Evaluating and Finding Security Vulnerabilities in Black-Box Code Language Models Hossein Hajipour Keno Hassler Thorsten Holz Lea Schonherr Mario Fritz ELM 120 22 0 08 Feb 2023
PAMI: partition input and aggregate outputs for model interpretation Wei Shi Wentao Zhang Weishi Zheng Ruixuan Wang FAtt 135 3 0 07 Feb 2023
Model Stitching and Visualization How GAN Generators can Invert Networks in Real-Time Rudolf Herdt Maximilian Schmidt Daniel Otero Baguer Jean LeĆlerc Arrastia Peter Maass 55 2 0 04 Feb 2023
Text-To-4D Dynamic Scene Generation Uriel Singer Shelly Sheynin Adam Polyak Oron Ashual Iurii Makarov ... Naman Goyal Andrea Vedaldi Devi Parikh Justin Johnson Yaniv Taigman DiffM 113 156 0 26 Jan 2023
Mimicking non-ideal instrument behavior for hologram processing using neural style translation John S. Schreck M. Hayman Gabrielle Gantos A. Bansemer D. Gagne 51 2 0 07 Jan 2023
Valid P-Value for Deep Learning-Driven Salient Region Daiki Miwa Vo Nguyen Le Duy I. Takeuchi FAtt AAML 66 16 0 06 Jan 2023
Recent Advances on Federated Learning: A Systematic Survey Bingyan Liu Nuoyan Lv Yuanchun Guo Yawen Li FedML 120 95 0 03 Jan 2023
DeepCuts: Single-Shot Interpretability based Pruning for BERT Jasdeep Singh Grover Bhavesh Gawri R. Manku 60 1 0 27 Dec 2022
Painterly Image Harmonization in Dual Domains Junyan Cao Y. Hong Li Niu 102 21 0 17 Dec 2022
Fake it till you make it: Learning transferable representations from synthetic ImageNet clones Mert Bulent Sariyildiz Alahari Karteek Diane Larlus Yannis Kalantidis DiffM VLM 115 161 0 16 Dec 2022
What do Vision Transformers Learn? A Visual Exploration Amin Ghiasi Hamid Kazemi Eitan Borgnia Steven Reich Manli Shu Micah Goldblum A. Wilson Tom Goldstein ViT 91 64 0 13 Dec 2022
Object-fabrication Targeted Attack for Object Detection Xuchong Zhang Changfeng Sun Haoliang Han Hang Wang Hongbin Sun Nanning Zheng AAML 59 0 0 13 Dec 2022
DISCO: Adversarial Defense with Local Implicit Functions Chih-Hui Ho Nuno Vasconcelos AAML 130 39 0 11 Dec 2022
Learning to See Through with Events Lei Yu Xiang Zhang Wei Liao Wentao Yang Guisong Xia 82 14 0 05 Dec 2022
Experimental Observations of the Topology of Convolutional Neural Network Activations Emilie Purvine Davis Brown Brett Jefferson C. Joslyn Brenda Praggastis Archit Rathore Madelyn Shapiro Bei Wang Youjia Zhou AI4CE 102 12 0 01 Dec 2022
Interactive Visual Feature Search Devon Ulrich Ruth C. Fong FAtt 119 0 0 28 Nov 2022
Traditional Classification Neural Networks are Good Generators: They are Competitive with DDPMs and GANs Guangrun Wang Philip Torr 83 9 0 27 Nov 2022
UpCycling: Semi-supervised 3D Object Detection without Sharing Raw-level Unlabeled Scenes Sunwook Hwang Youngseok Kim Seongwon Kim S. Bahk Hyung-Sin Kim 3DPC 79 4 0 22 Nov 2022
Data-Centric Debugging: mitigating model failures via targeted data collection Sahil Singla Atoosa Malemir Chegini Mazda Moayeri Soheil Feiz 99 4 0 17 Nov 2022
Explainable Artificial Intelligence: Precepts, Methods, and Opportunities for Research in Construction Peter E. D. Love Weili Fang J. Matthews Stuart Porter Hanbin Luo L. Ding XAI 69 9 0 12 Nov 2022
Depth and Representation in Vision Models Benjamin L. Badger SSL VLM FAtt 81 3 0 11 Nov 2022
What Makes a Good Explanation?: A Harmonized View of Properties of Explanations Zixi Chen Varshini Subhash Marton Havasi Weiwei Pan Finale Doshi-Velez XAI FAtt 127 19 0 10 Nov 2022
Motif-guided Time Series Counterfactual Explanations Peiyu Li S. F. Boubrahimi S. M. Hamdi AI4TS 52 14 0 08 Nov 2022
Deviations in Representations Induced by Adversarial Attacks Danielle L Steinberg P. Munro AAML 31 0 0 07 Nov 2022
Revisiting Sparse Convolutional Model for Visual Recognition Xili Dai Mingyang Li Pengyuan Zhai Shengbang Tong Xingjian Gao Shao-Lun Huang Zhihui Zhu Chong You Yi Ma FAtt 91 30 0 24 Oct 2022
A Survey of Computer Vision Technologies In Urban and Controlled-environment Agriculture Jiayun Luo Boyang Albert Li Cyril Leung 158 15 0 20 Oct 2022
Differential Evolution based Dual Adversarial Camouflage: Fooling Human Eyes and Object Detectors Jialiang Sun Tingsong Jiang Wen Yao Donghua Wang Xiaoqian Chen AAML 98 17 0 17 Oct 2022
Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy Shiyuan Huang Robinson Piramuthu Shih-Fu Chang Gunnar Sigurdsson 57 1 0 15 Oct 2022
On the Explainability of Natural Language Processing Deep Models Julia El Zini M. Awad 67 88 0 13 Oct 2022
Scene Text Image Super-Resolution via Content Perceptual Loss and Criss-Cross Transformer Blocks Rui Qin Bin Wang Yu-Wing Tai 57 9 0 13 Oct 2022
Fine-Grained Image Style Transfer with Visual Transformers Jianbo Wang Huan Yang Jianlong Fu T. Yamasaki B. Guo ViT 118 14 0 11 Oct 2022
Physical Adversarial Attack meets Computer Vision: A Decade Survey Hui Wei Hao Tang Xuemei Jia Zhixiang Wang Han-Bing Yu Zhubo Li Shiníchi Satoh Luc Van Gool Zheng Wang AAML 152 57 0 30 Sep 2022
A Survey on Physical Adversarial Attack in Computer Vision Donghua Wang Wen Yao Tingsong Jiang Guijian Tang Xiaoqian Chen AAML 165 39 0 28 Sep 2022
MAGIC: Mask-Guided Image Synthesis by Inverting a Quasi-Robust Classifier Mozhdeh Rouhsedaghat Masoud Monajatipoor C.-C. Jay Kuo I. Masi 90 7 0 23 Sep 2022
Measuring and Controlling Split Layer Privacy Leakage Using Fisher Information Kiwan Maeng Chuan Guo Sanjay Kariyappa Ed Suh FedML 103 6 0 21 Sep 2022
Progressive with Purpose: Guiding Progressive Inpainting DNNs through Context and Structure Kangdi Shi Muhammad Alrabeiah Electrical Engineering Department 62 3 0 21 Sep 2022
Visual Recognition with Deep Nearest Centroids Wenguan Wang Cheng Han Tianfei Zhou Dongfang Liu 131 94 0 15 Sep 2022
Vec2Face-v2: Unveil Human Faces from their Blackbox Features via Attention-based Network in Face Recognition Thanh-Dat Truong C. Duong Ngan Le Marios Savvides Khoa Luu CVBM 115 9 0 11 Sep 2022
Flexible Vertical Federated Learning with Heterogeneous Parties Timothy Castiglia Shiqiang Wang S. Patterson FedML 130 36 0 26 Aug 2022
Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification Quanshi Zhang Xu Cheng Yilan Chen Zhefan Rao 61 37 0 18 Aug 2022
The SVD of Convolutional Weights: A CNN Interpretability Framework Brenda Praggastis Davis Brown Carlos Ortiz Marrero Emilie Purvine Madelyn Shapiro Bei Wang FAtt 73 10 0 14 Aug 2022
Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks Tilman Raukur A. Ho Stephen Casper Dylan Hadfield-Menell AAML AI4CE 135 134 0 27 Jul 2022