6th Solution for 2020-KDDCUP: Multi-Channel Retrieve and Sorting for Debiasing Recommender System
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Mar 23, 2024 - Python
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debiasing
Here are 31 public repositories matching this topic...
[ICCV 2021 Oral] Deep Evidential Action Recognition
model-calibration uncertainty-quantification action-recognition video-understanding debiasing evidential-deep-learning ood-detection openset-recognition
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Sep 4, 2023 - Python
This is the official repo for Debiasing Large Visual Language Models, including a Post-Hoc debias method and Visual Debias Decoding strategy.
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Feb 22, 2025 - Python
[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
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Feb 16, 2024 - Python
Deconfounded Recommendation for Alleviating Bias Amplification
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Jun 12, 2021 - Python
Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue
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May 16, 2022 - Python
A TensorFlow implementation of SOFA, the Simulator for OFfline LeArning and evaluation.
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Nov 29, 2020 - Python
Implementation for MICCAI DART paper: 'Detecting Melanoma Fairly: Skin Tone Detection and Debiasing for Skin Lesion Classification'
deep-learning cnn pytorch vae convolutional-neural-networks dermatology variational-autoencoder domain-adaptation debiasing melanoma-detection unlearning melanoma-classification gradient-reversal-layer debiasing-neural-networks gradient-reversal learning-not-to-learn turning-a-blind-eye confusion-loss db-vae skin-tone-detection
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Jun 22, 2022 - Python
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
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Oct 15, 2022 - Python
Code for the paper "Unbiased Supervised Contrastive Learning" | ICLR 2023 https://openreview.net/forum?id=Ph5cJSfD2XN
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Sep 22, 2023 - Python
[TrustNLP@NAACL 2025] BiasEdit: Debiasing Stereotyped Language Models via Model Editing
natural-language-processing artificial-intelligence editing bias stereotypes debiasing large-language-models llm model-editing knowledge-editing biasedit
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Mar 3, 2025 - Python
[SIGIR 2022] Source code and datasets for "Bias Mitigation for Evidence-aware Fake News Detection by Causal Intervention".
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Apr 23, 2024 - Python
Repo for Pre-trained Recommender Systems: A Causal Debias Perspective in The 17th ACM International Conference on Web Search and Data Mining (WSDM)
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Jan 13, 2024 - Python
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
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Jul 4, 2023 - Python
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
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Jul 25, 2022 - Python
[SIGIR 2024] CaDRec: Contextualized and Debiased Recommender Model
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Jan 9, 2025 - Python
Code for paper "Concept Distillation: Leveraging Human-Centered Explanations for Model Improvement", Neurips 2023
graphics concepts iid vision mnist faces interpretable-machine-learning debiasing responsible-ai neurips-2023
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Jul 28, 2024 - Python
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