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debiasing

Here are 43 public repositories matching this topic...

ChuanyuXue / KDDCUP-2020

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

data-mining e-commerce recommender-system debiasing kdd2020

Updated Mar 23, 2024
Python

xuetf / KDD_CUP_2020_Debiasing_Rush

Solution to the Debiasing Track of KDD CUP 2020

deep-learning collaborative-filtering recommender-system graph-neural-networks debiasing kddcup kddcup2020

Updated Mar 24, 2023
Jupyter Notebook

Cogito2012 / DEAR

[ICCV 2021 Oral] Deep Evidential Action Recognition

model-calibration uncertainty-quantification action-recognition video-understanding debiasing evidential-deep-learning ood-detection openset-recognition

Updated Sep 4, 2023
Python

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.

hallucination debiasing large-vision-language-models

Updated Mar 28, 2024
Python

humansensinglab / ITI-GEN

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

fairness debiasing responsible-ai diffusion-models prompt-tuning inclusiveness text-to-image-generation stable-diffusion

Updated Feb 16, 2024
Python

WenjieWWJ / DecRS

Deconfounded Recommendation for Alleviating Bias Amplification

recommender-system filter-bubble debiasing bias-amplification debiasing-recommendation

Updated Jun 12, 2021
Python

WenjieWWJ / Clickbait

Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue

clickbait recommender-system debiasing debiasing-recommendation clickbait-issue

Updated May 16, 2022
Python

BetsyHJ / SOFA

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

simulator reinforcement-learning recommender-system debiasing

Updated Nov 29, 2020
Python

pbevan1 / Detecting-Melanoma-Fairly

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

Updated Jun 22, 2022
Python

tsinghua-fib-lab / WTG-DVR

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

recommendation-system recommender-system recommendation micro-video debiasing debiasing-recommendation

Updated Oct 15, 2022
Python

zealscott / Causality4Rec_Paperlist

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

machine-learning deep-learning recommender-system causality causal-inference debiasing

Updated May 3, 2022

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.

machine-learning natural-language-processing ai deep-learning text-generation language-modeling speech-recognition music-generation sentiment-classification sequence-models attention-model word-embedding long-short-term-memory recurrent-neural-network trigger-word-detection gated-recurrent-unit debiasing

Updated Nov 10, 2019
Jupyter Notebook

EIDOSLAB / unbiased-contrastive-learning

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

deep-learning representation-learning fairness debiasing contrastive-learning

Updated Sep 22, 2023
Python

daniel-saeedi / PyDebiaser

A debiasing library for Transformers models

transformer debiasing

Updated Dec 21, 2022
Python

CRIPAC-DIG / CF-FEND

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

causal-inference evidence-based debiasing fake-news-detection causal-intervention

Updated Apr 23, 2024
Python

MyTHWN / UGE-Unbiased-Graph-Embedding

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

social graph network bias embedding fairness debiasing gnn

Updated Sep 22, 2022
Python

aida-ugent / DeBayes

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

graphs embeddings networks fairness cne debiasing

Updated Jul 6, 2023
Python

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)

neural-network recommender-system causal-inference debiasing

Updated Jan 13, 2024
Python

jasonshaoshun / AMSAL

code for "Erasure of Unaligned Attributes from Neural Representations"

nlp privacy unsupervised-learning nlp-machine-learning fairness privacy-protection protected-attributes debiasing fairness-ml post-hoc-analysis debiasing-neural-networks

Updated Jul 4, 2023
Python

pbevan1 / Skin-Deep-Unlearning

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

deep-learning cnn convolutional-neural-networks dermatology icml domain-adaptation debiasing melanoma-detection domain-generalization unlearning melanoma-classification gradient-reversal-layer debiasing-neural-networks gradient-reversal learning-not-to-learn turning-a-blind-eye confusion-loss icml-2022

Updated Jul 25, 2022
Python

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