Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases

28 October 2020

Papers citing "Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases"

15 / 15 papers shown

Title
V $^2$ R-Bench: Holistically Evaluating LVLM Robustness to Fundamental Visual Variations Zhiyuan Fan Yumeng Wang Sandeep Polisetty Yi Ren Fung 43 0 0 23 Apr 2025
A Review of Fairness and A Practical Guide to Selecting Context-Appropriate Fairness Metrics in Machine Learning Caleb J. S. Barr Olivia Erdelyi Paul D. Docherty Randolph C. Grace FaML 63 0 0 10 Nov 2024
Data Authenticity, Consent, & Provenance for AI are all broken: what will it take to fix them? Shayne Longpre Robert Mahari Naana Obeng-Marnu William Brannon Tobin South Katy Gero Sandy Pentland Jad Kabbara 51 5 0 19 Apr 2024
Overwriting Pretrained Bias with Finetuning Data Angelina Wang Olga Russakovsky 13 29 0 10 Mar 2023
Trustworthy Social Bias Measurement Rishi Bommasani Percy Liang 27 10 0 20 Dec 2022
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models P. Schramowski Manuel Brack Bjorn Deiseroth Kristian Kersting 12 266 0 09 Nov 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 46 5,743 0 23 May 2022
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 28 158 0 16 May 2022
Video Diffusion Models Jonathan Ho Tim Salimans Alexey A. Gritsenko William Chan Mohammad Norouzi David J. Fleet DiffM VGen 27 1,499 0 07 Apr 2022
Intrinsic Bias Identification on Medical Image Datasets Shijie Zhang Lanjun Wang Liangjing Ding An-an Liu Senhua Zhu Dandan Tu 26 1 0 24 Mar 2022
A study on the distribution of social biases in self-supervised learning visual models Kirill Sirotkin Pablo Carballeira Marcos Escudero-Viñolo 11 18 0 03 Mar 2022
Vector-quantized Image Modeling with Improved VQGAN Jiahui Yu Xin Li Jing Yu Koh Han Zhang Ruoming Pang James Qin Alexander Ku Yuanzhong Xu Jason Baldridge Yonghui Wu ViT VLM DRL 12 474 0 09 Oct 2021
Improving Object Detection in Art Images Using Only Style Transfer D. Kadish S. Risi A. Løvlie ObjD 6 25 0 12 Feb 2021
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives Elena Voita Rico Sennrich Ivan Titov 188 181 0 03 Sep 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018