About Face: A Survey of Facial Recognition Evaluation

1 February 2021

Papers citing "About Face: A Survey of Facial Recognition Evaluation"

26 / 26 papers shown

Title
Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification Alexandre Fournier-Montgieux Michael Soumm Adrian Daniel Popescu B. Luvison Hervé Le Borgne 79 0 0 04 Dec 2024
Benchmark Data Repositories for Better Benchmarking Rachel Longjohn Markelle Kelly Sameer Singh Padhraic Smyth 46 0 0 31 Oct 2024
Ethical Challenges in Computer Vision: Ensuring Privacy and Mitigating Bias in Publicly Available Datasets Ghalib Ahmed Tahir 22 0 0 31 Aug 2024
Position: Measure Dataset Diversity, Don't Just Claim It Dora Zhao Jerone T. A. Andrews Orestis Papakyriakopoulos Alice Xiang 64 14 0 11 Jul 2024
IPFed: Identity protected federated learning for user authentication Yosuke Kaga Yusei Suzuki Kenta Takahashi FedML 22 1 0 07 May 2024
Real Risks of Fake Data: Synthetic Data, Diversity-Washing and Consent Circumvention Cedric Deslandes Whitney Justin Norman 29 16 0 03 May 2024
Accurate Low-Degree Polynomial Approximation of Non-polynomial Operators for Fast Private Inference in Homomorphic Encryption Jianming Tong Jing Dang Anupam Golder Callie Hao A. Raychowdhury Tushar Krishna 21 4 0 04 Apr 2024
Mask-up: Investigating Biases in Face Re-identification for Masked Faces Siddharth D. Jaiswal Ankit Kr. Verma Animesh Mukherjee 23 0 0 21 Feb 2024
CleftGAN: Adapting A Style-Based Generative Adversarial Network To Create Images Depicting Cleft Lip Deformity Abdullah Hayajneh E. Serpedin M. Shaqfeh Graeme Glass M. Stotland GAN MedIm 33 2 0 12 Oct 2023
The Surveillance AI Pipeline Pratyusha Kalluri William Agnew Myra Cheng Kentrell Owens Luca Soldaini Abeba Birhane 21 6 0 26 Sep 2023
Deep Learning and Ethics Travis LaCroix Simon J. D. Prince FaML 24 0 0 24 May 2023
Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition J. Kolf Tim Rieber Jurek Elliesen Fadi Boutros Arjan Kuijper Naser Damer 24 23 0 30 Apr 2023
Benchmark Dataset Dynamics, Bias and Privacy Challenges in Voice Biometrics Research Casandra Rusti Anna Leschanowsky Carolyn Quinlan Michaela Pnacekova Lauriane Gorce W. Hutiri 30 2 0 07 Apr 2023
Ethical Considerations for Responsible Data Curation Jerone T. A. Andrews Dora Zhao William Thong Apostolos Modas Orestis Papakyriakopoulos Alice Xiang 22 19 0 07 Feb 2023
CarFi: Rider Localization Using Wi-Fi CSI Sirajum Munir Hongkai Chen Shiwei Fang Mahathir Monjur Shan Lin S. Nirjon 17 3 0 21 Dec 2022
Simplicity Bias Leads to Amplified Performance Disparities Samuel J. Bell Levent Sagun 24 12 0 13 Dec 2022
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition Samuel Dooley R. Sukthanker John P. Dickerson Colin White Frank Hutter Micah Goldblum CVBM 24 21 0 18 Oct 2022
When and why vision-language models behave like bags-of-words, and what to do about it? Mert Yuksekgonul Federico Bianchi Pratyusha Kalluri Dan Jurafsky James Zou VLM CoGe 30 362 0 04 Oct 2022
SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training Data Marco Huber Fadi Boutros An Luu Kiran Raja Raghavendra Ramachandra ... Marija Ivanovska Borut Batagelj Andrej Kronovvsek Peter Peer Vitomir vStruc CVBM 49 29 0 15 Aug 2022
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization Fadi Boutros Naser Damer Arjan Kuijper CVBM MQ 27 37 0 21 Jun 2022
SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data Fadi Boutros Marco Huber Patrick Siebke Tim Rieber Naser Damer 21 82 0 21 Jun 2022
Regulating Facial Processing Technologies: Tensions Between Legal and Technical Considerations in the Application of Illinois BIPA Rui-Jie Yew Alice X. Xiang 27 12 0 15 May 2022
Bias in Automated Speaker Recognition Wiebke Toussaint Aaron Yi Ding CVBM 32 44 0 24 Jan 2022
Mitigating Dataset Harms Requires Stewardship: Lessons from 1000 Papers Kenny Peng Arunesh Mathur Arvind Narayanan 99 93 0 06 Aug 2021
Evaluating CLIP: Towards Characterization of Broader Capabilities and Downstream Implications Sandhini Agarwal Gretchen Krueger Jack Clark Alec Radford Jong Wook Kim Miles Brundage 17 139 0 05 Aug 2021
Data and its (dis)contents: A survey of dataset development and use in machine learning research Amandalynne Paullada Inioluwa Deborah Raji Emily M. Bender Emily L. Denton A. Hanna 57 510 0 09 Dec 2020