debiasing

There are 43 repositories under debiasing topic.

  • ChuanyuXue/KDDCUP-2020

    6th Solution for 2020-KDDCUP: Multi-Channel Retrieve and Sorting for Debiasing Recommender System

    Language:Python1614530

  • xuetf/KDD_CUP_2020_Debiasing_Rush

    Solution to the Debiasing Track of KDD CUP 2020

    Language:Jupyter Notebook1556337

  • Cogito2012/DEAR

    [ICCV 2021 Oral] Deep Evidential Action Recognition

    Language:Python11751518

  • yfzhang114/LLaVA-Align

    This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strategy.

    Language:Python70272

  • humansensinglab/ITI-GEN

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

    Language:Python630610

  • WenjieWWJ/DecRS

    Deconfounded Recommendation for Alleviating Bias Amplification

    Language:Python45128

  • WenjieWWJ/Clickbait

    Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue

    Language:Python26263

  • BetsyHJ/SOFA

    A TensorFlow implementation of SOFA, the Simulator for OFfline LeArning and evaluation.

    Language:Python20105

  • pbevan1/Detecting-Melanoma-Fairly

    Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'

    Language:Python17116

  • tsinghua-fib-lab/WTG-DVR

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

    Language:Python15101

  • zealscott/Causality4Rec_Paperlist

    This repository collects recent top papers about causal inference for recommendation. We will keep updating the paper list weekly.

    15304

  • EIDOSLAB/unbiased-contrastive-learning

    Code for the paper "Unbiased Supervised Contrastive Learning" | ICLR 2023 https://openreview.net/forum?id=Ph5cJSfD2XN

    Language:Python12821

  • georgezoto/RNN-LSTM-NLP-Sequence-Models

    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.

    Language:Jupyter Notebook12304

  • daniel-saeedi/PyDebiaser

    A debiasing library for Transformers models

    Language:Python10240

  • CRIPAC-DIG/CF-FEND

    [SIGIR 2022] Source code and datasets for "Bias Mitigation for Evidence-aware Fake News Detection by Causal Intervention".

    Language:Python9111

  • aida-ugent/DeBayes

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

    Language:Python8202

  • MyTHWN/UGE-Unbiased-Graph-Embedding

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

    Language:Python8211

  • jasonshaoshun/AMSAL

    code for "Erasure of Unaligned Attributes from Neural Representations"

    Language:Python6400

  • myhakureimu/PreRec

    Repo for Pre-trained Recommender Systems: A Causal Debias Perspective in The 17th ACM International Conference on Web Search and Data Mining (WSDM)

    Language:Python62

  • pbevan1/Skin-Deep-Unlearning

    Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'

    Language:Python6102

  • avani17101/CD

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

    Language:Python5210

  • jasonshaoshun/SAL

    code for "Spectral Removal of Guarded Attribute Information"

    Language:Jupyter Notebook5400

  • zjunlp/BiasEdit

    Debiasing Stereotyped Language Models via Model Editing

    Language:Python5301

  • bashirulazam/within-triplet-debias

    Probabilistic Debiasing of Scene Graphs (CVPR 2023)

    Language:MATLAB4210

  • bhavyaghai/Cascaded-Debiasing

    Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions on Fairness, Accuracy and Population groups

    Language:Jupyter Notebook4100

  • geonyeong-park/DCWP

    The official repository for "Training Debiased Subnetworks with Contrastive Weight Pruning"

    Language:Python4100

  • i6092467/diff-bias-proxies

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

    Language:Python4211

  • WangXFng/CaDRec

    [SIGIR 2024] CaDRec: Contextualized and Debiased Recommender Model

    Language:Python411

  • hiyouga/Toxic_Detection

    BUAA SCSE Autumn 2021 Machine Learning Group Homework

    Language:Python3301

  • Ahmad-AlSubaie/CS499-DL-debaising

    Repository for research done into the methods used to debias ML models. Specifically looking into the role that measurements, metrics, and benchmarks can be in reducing the bias of a model.

    Language:Jupyter Notebook2100

  • cjshui/fair-path

    Code for fair-representation learning path

    Language:Python2100

  • Jackpepito/ClusterFix

    Official Implementation of ClusterFix (WACV 2024)

    Language:Python20

  • luka-group/Causal-View-of-Entity-Bias

    [EMNLP 2023] A Causal View of Entity Bias in (Large) Language Models

    Language:Python2110

  • AIML-research/PoE

    Code for paper: "Power of Explanations: Towards automatic debiasing in hate speech detection", DSAA 2022 (https://ieeexplore.ieee.org/document/10032325/). Repository maintained by Yi Cai.

    Language:Python1100

  • estija/CMID

    Code for the Conditional Mutual Information-Debiasing (CMID) method.

    Language:Python1200

  • jolares/ai-ethics-fairness-and-bias

    Sample project using IBM's AI Fairness 360 is an open source toolkit for determining, examining, and mitigating discrimination and bias in machine learning (ML) models throughout the AI application lifecycle.

    1200