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 43 public repositories matching this topic...
Solution to the Debiasing Track of KDD CUP 2020
deep-learning collaborative-filtering recommender-system graph-neural-networks debiasing kddcup kddcup2020
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Mar 24, 2023 - Jupyter Notebook
[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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Mar 28, 2024 - 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
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
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
This repository collects recent top papers about causal inference for recommendation. We will keep updating the paper list weekly.
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May 3, 2022
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
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Nov 10, 2019 - Jupyter Notebook
Code for the paper "Unbiased Supervised Contrastive Learning" | ICLR 2023 https://openreview.net/forum?id=Ph5cJSfD2XN
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Sep 22, 2023 - 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
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