A Study of Face Obfuscation in ImageNet

10 March 2021

Li Fei-Fei

Papers citing "A Study of Face Obfuscation in ImageNet"

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Title
Measuring Déjà vu Memorization Efficiently Narine Kokhlikyan Bargav Jayaraman Florian Bordes Chuan Guo Kamalika Chaudhuri 28 1 0 08 Apr 2025
The Curse of Conditions: Analyzing and Improving Optimal Transport for Conditional Flow-Based Generation Ho Kei Cheng Alexander Schwing OT 70 0 0 13 Mar 2025
Transfer Learning with Pre-trained Conditional Generative Models Shinýa Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 127 5 0 21 Feb 2025
FAKER: Full-body Anonymization with Human Keypoint Extraction for Real-time Video Deidentification Byunghyun Ban Hyoseok Lee PICV 29 1 0 06 Aug 2024
From Pixels to Prose: A Large Dataset of Dense Image Captions Vasu Singla Kaiyu Yue Sukriti Paul Reza Shirkavand Mayuka Jayawardhana Alireza Ganjdanesh Heng Huang A. Bhatele Gowthami Somepalli Tom Goldstein 3DV VLM 28 22 0 14 Jun 2024
Efficient Data-Parallel Continual Learning with Asynchronous Distributed Rehearsal Buffers Thomas Bouvier Bogdan Nicolae Hugo Chaugier Alexandru Costan Ian Foster Gabriel Antoniu 36 1 0 05 Jun 2024
Face processing emerges from object-trained convolutional neural networks Zhenhua Zhao Ji Chen Zhicheng Lin Haojiang Ying OOD CVBM 47 0 0 29 May 2024
A Survey of Multimodal Large Language Model from A Data-centric Perspective Tianyi Bai Hao Liang Binwang Wan Yanran Xu Xi Li ... Ping-Chia Huang Jiulong Shan Conghui He Binhang Yuan Wentao Zhang 47 36 0 26 May 2024
Generative Artificial Intelligence: A Systematic Review and Applications S. S. Sengar Affan Bin Hasan Sanjay Kumar Fiona Carroll MedIm 28 50 0 17 May 2024
Making Better Use of Unlabelled Data in Bayesian Active Learning Freddie Bickford-Smith Adam Foster Tom Rainforth 31 3 0 26 Apr 2024
A Data-to-Product Multimodal Conceptual Framework to Achieve Automated Software Evolution for Context-rich Intelligent Applications Songhui Yue 31 1 0 07 Apr 2024
DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-Tuning Jonathan Lebensold Maziar Sanjabi Pietro Astolfi Adriana Romero Soriano Kamalika Chaudhuri Mike Rabbat Chuan Guo DiffM 21 4 0 21 Mar 2024
A Versatile Framework for Multi-scene Person Re-identification Wei-Shi Zheng Junkai Yan Yi-Xing Peng VLM 35 5 0 17 Mar 2024
Differentially Private Representation Learning via Image Captioning Tom Sander Yaodong Yu Maziar Sanjabi Alain Durmus Yi-An Ma Kamalika Chaudhuri Chuan Guo 50 3 0 04 Mar 2024
Towards Privacy-Aware Sign Language Translation at Scale Phillip Rust Bowen Shi Skyler Wang Necati Cihan Camgöz Jean Maillard SLR 39 14 0 14 Feb 2024
Bi-CryptoNets: Leveraging Different-Level Privacy for Encrypted Inference Man-Jie Yuan Zheng Zou Wei Gao 14 0 0 02 Feb 2024
CamPro: Camera-based Anti-Facial Recognition Wenjun Zhu Yuan Sun Jiani Liu Yushi Cheng Xiaoyu Ji Wenyuan Xu PICV 23 1 0 30 Dec 2023
DMLR: Data-centric Machine Learning Research -- Past, Present and Future Luis Oala M. Maskey Lilith Bat-Leah Alicia Parrish Nezihe Merve Gürel ... Lora Aroyo Ce Zhang Joaquin Vanschoren Isabelle Guyon Peter Mattson AI4CE 31 11 0 21 Nov 2023
Learning Human Action Recognition Representations Without Real Humans Howard Zhong Samarth Mishra Donghyun Kim SouYoung Jin Rameswar Panda Hildegard Kuehne Leonid Karlinsky Venkatesh Saligrama Aude Oliva Rogerio Feris 24 3 0 10 Nov 2023
SegRCDB: Semantic Segmentation via Formula-Driven Supervised Learning Risa Shinoda Ryo Hayamizu Kodai Nakashima Nakamasa Inoue Rio Yokota Hirokatsu Kataoka VLM 21 8 0 29 Sep 2023
Training-free Linear Image Inverses via Flows Ashwini Pokle Matthew Muckley Ricky T. Q. Chen Brian Karrer 11 20 0 25 Sep 2023
It's Simplex! Disaggregating Measures to Improve Certified Robustness Andrew C. Cullen Paul Montague Shijie Liu S. Erfani Benjamin I. P. Rubinstein 13 1 0 20 Sep 2023
Emu: Generative Pretraining in Multimodality Quan-Sen Sun Qiying Yu Yufeng Cui Fan Zhang Xiaosong Zhang Yueze Wang Hongcheng Gao Jingjing Liu Tiejun Huang Xinlong Wang MLLM 32 126 0 11 Jul 2023
Seeing is not Believing: An Identity Hider for Human Vision Privacy Protection Tao Wang Yushu Zhang Zixuan Yang Hua Zhang Zhongyun Hua PICV CVBM 39 7 0 02 Jul 2023
3D-Aware Adversarial Makeup Generation for Facial Privacy Protection Yueming Lyu Yue Jiang Ziwen He Bo Peng Yunfan Liu Jing Dong PICV AAML 17 9 0 26 Jun 2023
Deep perceptual hashing algorithms with hidden dual purpose: when client-side scanning does facial recognition Shubham Jain Ana-Maria Cretu Antoine Cully Yves-Alexandre de Montjoye 32 5 0 20 Jun 2023
Data-Driven but Privacy-Conscious: Pedestrian Dataset De-identification via Full-Body Person Synthesis Maxim Maximov Tim Meinhardt Ismail Elezi Zoe Papakipos C. Hazirbas Cristian Canton Laura Leal-Taixé 39 0 0 20 Jun 2023
High-performance deep spiking neural networks with 0.3 spikes per neuron A. Stanojević Stanislaw Wo'zniak G. Bellec G. Cherubini A. Pantazi W. Gerstner 26 15 0 14 Jun 2023
Does Image Anonymization Impact Computer Vision Training? Håkon Hukkelås Frank Lindseth PICV CVBM 27 18 0 08 Jun 2023
TMI! Finetuned Models Leak Private Information from their Pretraining Data John Abascal Stanley Wu Alina Oprea Jonathan R. Ullman 31 16 0 01 Jun 2023
GANonymization: A GAN-based Face Anonymization Framework for Preserving Emotional Expressions Fabio Hellmann Silvan Mertes Mohamed Benouis Alexander Hustinx Tzung-Chien Hsieh Cristina Conati P. Krawitz Elisabeth André PICV CVBM 34 11 0 03 May 2023
DataComp: In search of the next generation of multimodal datasets S. Gadre Gabriel Ilharco Alex Fang J. Hayase Georgios Smyrnis ... A. Dimakis J. Jitsev Y. Carmon Vaishaal Shankar Ludwig Schmidt VLM 15 408 0 27 Apr 2023
Objectives Matter: Understanding the Impact of Self-Supervised Objectives on Vision Transformer Representations Shashank Shekhar Florian Bordes Pascal Vincent Ari S. Morcos 8 10 0 25 Apr 2023
A surprisingly simple technique to control the pretraining bias for better transfer: Expand or Narrow your representation Florian Bordes Samuel Lavoie Randall Balestriero Nicolas Ballas Pascal Vincent SSL 32 5 0 11 Apr 2023
A View From Somewhere: Human-Centric Face Representations Jerone T. A. Andrews Przemyslaw K. Joniak Alice Xiang CVBM 13 9 0 30 Mar 2023
An investigation of licensing of datasets for machine learning based on the GQM model Junyu Chen Norihiro Yoshida Hiroaki Takada 31 2 0 24 Mar 2023
Manipulating Transfer Learning for Property Inference Yulong Tian Fnu Suya Anshuman Suri Fengyuan Xu David E. Evans AAML 24 6 0 21 Mar 2023
Visual Atoms: Pre-training Vision Transformers with Sinusoidal Waves Sora Takashima Ryo Hayamizu Nakamasa Inoue Hirokatsu Kataoka Rio Yokota 60 18 0 02 Mar 2023
Ethical Considerations for Responsible Data Curation Jerone T. A. Andrews Dora Zhao William Thong Apostolos Modas Orestis Papakyriakopoulos Alice Xiang 17 19 0 07 Feb 2023
GeoDE: a Geographically Diverse Evaluation Dataset for Object Recognition V. V. Ramaswamy S. Lin Dora Zhao Aaron B. Adcock L. V. D. van der Maaten Deepti Ghadiyaram Olga Russakovsky 22 32 0 05 Jan 2023
An Exact Mapping From ReLU Networks to Spiking Neural Networks A. Stanojević Stanislaw Wo'zniak G. Bellec G. Cherubini A. Pantazi W. Gerstner 23 22 0 23 Dec 2022
Interactive Visual Feature Search Devon Ulrich Ruth C. Fong FAtt 16 0 0 28 Nov 2022
ModelDiff: A Framework for Comparing Learning Algorithms Harshay Shah Sung Min Park Andrew Ilyas A. Madry SyDa 46 26 0 22 Nov 2022
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 43 3,252 0 16 Oct 2022
Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity Andrew C. Cullen Paul Montague Shijie Liu S. Erfani Benjamin I. P. Rubinstein AAML 17 11 0 12 Oct 2022
Bugs in the Data: How ImageNet Misrepresents Biodiversity A. Luccioni David Rolnick 19 43 0 24 Aug 2022
Progressive Cross-modal Knowledge Distillation for Human Action Recognition Jianyuan Ni A. Ngu Yan Yan HAI 20 20 0 17 Aug 2022
Learnable Privacy-Preserving Anonymization for Pedestrian Images Junwu Zhang Mang Ye Yao Yang PICV 19 12 0 24 Jul 2022
PieTrack: An MOT solution based on synthetic data training and self-supervised domain adaptation Yirui Wang Shenghua He Youbao Tang Jingyu Chen Hong-Yu Zhou ... Junjie Liang Yanxin Huang Ning Zhang Ruei-Sung Lin Mei Han 17 1 0 22 Jul 2022
Auditing Visualizations: Transparency Methods Struggle to Detect Anomalous Behavior Jean-Stanislas Denain Jacob Steinhardt AAML 17 7 0 27 Jun 2022