debiasing

There are 1 repository under debiasing topic.

ChuanyuXue / KDDCUP-2020
6th Solution for 2020-KDDCUP: Multi-Channel Retrieve and Sorting for Debiasing Recommender System
kdd2020 data-mining recommender-system debiasing e-commerce
Language:Python 161
xuetf / KDD_CUP_2020_Debiasing_Rush
Solution to the Debiasing Track of KDD CUP 2020
collaborative-filtering debiasing deep-learning graph-neural-networks kddcup kddcup2020 recommender-system
Language:Jupyter Notebook 154
Cogito2012 / DEAR
[ICCV 2021 Oral] Deep Evidential Action Recognition
action-recognition openset-recognition video-understanding uncertainty-quantification evidential-deep-learning debiasing model-calibration ood-detection
Language:Python 115
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.
debiasing hallucination large-vision-language-models
Language:Python 67
humansensinglab / ITI-GEN
[ICCV 2023 Oral, Best Paper Finalist] ITI-GEN: Inclusive Text-to-Image Generation
fairness inclusiveness prompt-tuning stable-diffusion text-to-image-generation debiasing diffusion-models responsible-ai
Language:Python 59
WenjieWWJ / DecRS
Deconfounded Recommendation for Alleviating Bias Amplification
bias-amplification debiasing debiasing-recommendation filter-bubble recommender-system
Language:Python 44
WenjieWWJ / Clickbait
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue
recommender-system debiasing debiasing-recommendation clickbait clickbait-issue
Language:Python 26
BetsyHJ / SOFA
A TensorFlow implementation of SOFA, the Simulator for OFfline LeArning and evaluation.
debiasing recommender-system reinforcement-learning simulator
Language:Python 21
tsinghua-fib-lab / WTG-DVR
The official implementation of "DVR: Micro-Video Recommendation Optimizing Watch-Time-Gain under Duration Bias" (MM '22)
debiasing debiasing-recommendation micro-video recommendation recommendation-system recommender-system
Language:Python 16
pbevan1 / Detecting-Melanoma-Fairly
Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'
cnn deep-learning convolutional-neural-networks debiasing dermatology domain-adaptation melanoma-classification melanoma-detection unlearning confusion-loss debiasing-neural-networks gradient-reversal gradient-reversal-layer learning-not-to-learn pytorch turning-a-blind-eye vae variational-autoencoder db-vae skin-tone-detection
Language:Python 15
zealscott / Causality4Rec_Paperlist
This repository collects recent top papers about causal inference for recommendation. We will keep updating the paper list weekly.
causal-inference machine-learning deep-learning recommender-system causality debiasing
15
EIDOSLAB / unbiased-contrastive-learning
Code for the paper "Unbiased Supervised Contrastive Learning" | ICLR 2023 https://openreview.net/forum?id=Ph5cJSfD2XN
contrastive-learning debiasing deep-learning fairness representation-learning
Language:Python 11
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.
ai machine-learning deep-learning sequence-models recurrent-neural-network gated-recurrent-unit long-short-term-memory natural-language-processing word-embedding attention-model language-modeling text-generation music-generation sentiment-classification debiasing speech-recognition trigger-word-detection
Language:Jupyter Notebook 11
daniel-saeedi / PyDebiaser
A debiasing library for Transformers models
debiasing transformer
Language:Python 10
CRIPAC-DIG / CF-FEND
[SIGIR 2022] Source code and datasets for "Bias Mitigation for Evidence-aware Fake News Detection by Causal Intervention".
causal-inference causal-intervention debiasing evidence-based fake-news-detection
Language:Python 8
aida-ugent / DeBayes
DeBayes: a Bayesian Method for Debiasing Network Embeddings (ICML 2020).
fairness cne graphs embeddings networks debiasing
Language:Python 7
MyTHWN / UGE-Unbiased-Graph-Embedding
This is the code for paper "Unbiased Graph Embedding with Biased Graph Observations" accepted by WWW'22.
bias debiasing embedding fairness gnn graph network social
Language:Python 7
jasonshaoshun / AMSAL
code for "Erasure of Unaligned Attributes from Neural Representations"
debiasing debiasing-neural-networks nlp nlp-machine-learning protected-attributes unsupervised-learning fairness fairness-ml post-hoc-analysis privacy privacy-protection
Language:Python 6
jasonshaoshun / SAL
code for "Spectral Removal of Guarded Attribute Information"
debiasing debiasing-neural-networks fairness fairness-ml nlp nlp-machine-learning post-hoc-analysis privacy-protection protected-attributes
Language:Jupyter Notebook 5
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)
causal-inference debiasing neural-network recommender-system
Language:Python 5
pbevan1 / Skin-Deep-Unlearning
Implementation for ICML 2022 paper: 'Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification'
deep-learning convolutional-neural-networks cnn melanoma-detection melanoma-classification debiasing debiasing-neural-networks learning-not-to-learn turning-a-blind-eye unlearning dermatology domain-adaptation domain-generalization gradient-reversal gradient-reversal-layer confusion-loss icml icml-2022
Language:Python 5
zjunlp / BiasEdit
Debiasing Stereotyped Language Models via Model Editing
artificial-intelligence bias biasedit debiasing editing knowledge-editing large-language-models llm model-editing natural-language-processing stereotypes
Language:Python 5
avani17101 / CD
Code for paper "Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement", Neurips 2023
concepts debiasing faces graphics iid interpretable-machine-learning mnist neurips-2023 responsible-ai vision
Language:Python 4
bashirulazam / within-triplet-debias
Probabilistic Debiasing of Scene Graphs (CVPR 2023)
debiasing long-tailed-recognition sgg
Language:MATLAB 4
bhavyaghai / Cascaded-Debiasing
Studying the Cumulative Effect of Multiple Fairness-Enhancing Interventions on Fairness, Accuracy and Population groups
fairness-ml debiasing algorithmic-bias
Language:Jupyter Notebook 4
i6092467 / diff-bias-proxies
Pruning and fine-tuning for debiasing an already-trained neural network with applications to deep chest X-ray classifiers
classification debiasing debiasing-neural-networks fairness fairness-ml fine-tuning machine-learning neural-network pruning chest-xray-images chest-xrays
Language:Python 4
WangXFng / CaDRec
[SIGIR 2024] CaDRec: Contextualized and Debiased Recommender Model
debiasing hypergraph-neural-networks recommendation-system recommendation
Language:Python 4
geonyeong-park / DCWP
The official repository for "Training Debiased Subnetworks with Contrastive Weight Pruning"
debiasing pruning spurious-correlations
Language:Python 3
hiyouga / Toxic_Detection
BUAA SCSE Autumn 2021 Machine Learning Group Homework
bert debiasing pytorch toxic-comment-classification transformer transformers
Language:Python 3
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.
debiasing deep-learning machine-learning nlp
Language:Jupyter Notebook 2
cjshui / fair-path
Code for fair-representation learning path
debiasing ethical-artificial-intelligence fairness fairness-ai representation-learning
Language:Python 2
luka-group / Causal-View-of-Entity-Bias
[EMNLP 2023] A Causal View of Entity Bias in (Large) Language Models
causal-intervention debiasing large-language-models faithfulness knowledge-conflicts
Language:Python 2
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.
xai ai fairness debiasing
Language:Python 1
estija / CMID
Code for the Conditional Mutual Information-Debiasing (CMID) method.
conditional-mutual-information debiasing deep-learning distribution-shift ood-generalization robustness
Language:Python 1
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.
ai-fairness ml-fairness bias-measurement debiasing
1
sunipa / OSCaR-Orthogonal-Subspace-Correction-and-Rectification
debias-word-embedding word-embeddings debiasing
Language:Python 1

debiasing

ChuanyuXue / KDDCUP-2020

xuetf / KDD_CUP_2020_Debiasing_Rush

Cogito2012 / DEAR

yfzhang114 / LLaVA-Align

humansensinglab / ITI-GEN

WenjieWWJ / DecRS

WenjieWWJ / Clickbait

BetsyHJ / SOFA

tsinghua-fib-lab / WTG-DVR

pbevan1 / Detecting-Melanoma-Fairly

zealscott / Causality4Rec_Paperlist

EIDOSLAB / unbiased-contrastive-learning

georgezoto / RNN-LSTM-NLP-Sequence-Models

daniel-saeedi / PyDebiaser

CRIPAC-DIG / CF-FEND

aida-ugent / DeBayes

MyTHWN / UGE-Unbiased-Graph-Embedding

jasonshaoshun / AMSAL

jasonshaoshun / SAL

myhakureimu / PreRec

pbevan1 / Skin-Deep-Unlearning

zjunlp / BiasEdit

avani17101 / CD

bashirulazam / within-triplet-debias

bhavyaghai / Cascaded-Debiasing

i6092467 / diff-bias-proxies

WangXFng / CaDRec

geonyeong-park / DCWP

hiyouga / Toxic_Detection

Ahmad-AlSubaie / CS499-DL-debaising

cjshui / fair-path

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

AIML-research / PoE

estija / CMID

jolares / ai-ethics-fairness-and-bias

sunipa / OSCaR-Orthogonal-Subspace-Correction-and-Rectification