Popular GitHub Repositories for Debiasing

[ICCV 2023 Oral, Best Paper Finalist] ITI-GEN: Inclusive Text-to-Image Generation

[ACL 2020] Towards Debiasing Sentence Representations

[KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective without adversarial or source data.

Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)

(SIGIR2020) “Asymmetric Tri-training for Debiasing Missing-Not-At-Random Explicit Feedback’’

The official implementation of "DVR: Micro-Video Recommendation Optimizing Watch-Time-Gain under Duration Bias" (MM '22)

Sequence Models repository for all projects and programming assignments of Course 5 of 5 of the Deep Learning Specialization offered on Coursera and taught by Andrew Ng, covering topics such as Recurrent Neural Network (RNN), Gated Recurrent Unit (GRU), Long Short Term Memory (LSTM), Natural Language Processing, Word Embeddings and Attention Model.

Code to accompany NeurIPS paper https://arxiv.org/abs/2006.08564

This is the code for paper "Unbiased Graph Embedding with Biased Graph Observations" accepted by WWW'22.

DeBayes: a Bayesian Method for Debiasing Network Embeddings (ICML 2020).

Official Repo for "To Find Waldo You Need Contextual Cues: Debiasing Who’s Waldo", ACL 2022 (Short)

Debiasing: Mitigating Algorithmic Facial Bias repository

code for "Erasure of Unaligned Attributes from Neural Representations"

Code for paper "Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement?", Neurips 2023

[SIGIR 2024] CaDRec: Contextualized and Debiased Recommender Model

Pruning and fine-tuning for debiasing an already-trained neural network with applications to deep chest X-ray classifiers

Official Implementation of ClusterFix (WACV 2024)

Code for fair-representation learning path