Chameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities

2 February 2024

Papers citing "Chameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities"

15 / 15 papers shown

Title
AXOLOTL: Fairness through Assisted Self-Debiasing of Large Language Model Outputs Sana Ebrahimi Kaiwen Chen Abolfazl Asudeh Gautam Das Nick Koudas 52 5 0 01 Mar 2024
Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching N. Shahbazi Nikola Danevski F. Nargesian Abolfazl Asudeh D. Srivastava 44 10 0 06 Jul 2023
Fairness and Bias in Truth Discovery Algorithms: An Experimental Analysis Simone Lazier Saravanan Thirumuruganathan Hadis Anahideh 58 3 0 25 Apr 2023
Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes Simran Arora Brandon Yang Sabri Eyuboglu A. Narayan Andrew Hojel Immanuel Trummer Christopher Ré SyDa 89 77 0 19 Apr 2023
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning Yunhu Ye Binyuan Hui Min Yang Binhua Li Fei Huang Yongbin Li LMTD ReLM LRM 103 159 0 31 Jan 2023
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 395 6,866 0 13 Apr 2022
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 229 5,539 0 07 Jul 2021
Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration Ju Fan Tongyu Liu Guoliang Li Junyou Chen Yuwei Shen Xiaoyong Du 42 61 0 28 Aug 2020
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation Karan Goel Albert Gu Yixuan Li Christopher Ré 76 121 0 15 Aug 2020
Data Cleaning for Accurate, Fair, and Robust Models: A Big Data - AI Integration Approach Ki Hyun Tae Yuji Roh Young H. Oh Hyunsub Kim Steven Euijong Whang 54 72 0 22 Apr 2019
Data augmentation using synthetic data for time series classification with deep residual networks Hassan Ismail Fawaz Germain Forestier J. Weber L. Idoumghar Pierre-Alain Muller 65 145 0 07 Aug 2018
NIMA: Neural Image Assessment Hossein Talebi P. Milanfar 3DH 67 900 0 15 Sep 2017
Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs Cristóbal Esteban Stephanie L. Hyland Gunnar Rätsch GAN SyDa MedIm 98 788 0 08 Jun 2017
Age Progression/Regression by Conditional Adversarial Autoencoder Zhifei Zhang Yang Song Hairong Qi GAN CVBM 69 1,112 0 27 Feb 2017
SMOTE: Synthetic Minority Over-sampling Technique Nitesh Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 367 25,646 0 09 Jun 2011