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Nov 6, 2023 - Jupyter Notebook
bias-fairness-msa
Here are 18 public repositories matching this topic...
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Jun 1, 2021 - Python
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Aug 21, 2024 - Python
MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis
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Aug 28, 2021 - Python
Code and Splits for the paper "A Fair and Comprehensive Comparison of Multimodal Tweet Sentiment Analysis Methods", In Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding (MMPT ’21), August 21, 2021,Taipei, Taiwan
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Jan 20, 2023 - Python
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Jan 6, 2024 - Python
A Python toolkit for detecting and mitigating ethical bias in machine learning models. This project provides wrapper classes around IBM's AI Fairness 360 (AIF360) library to make bias detection and mitigation more accessible and easier to implement in machine learning pipelines.
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Apr 14, 2025 - Jupyter Notebook
Official code of "Discover the Unknown Biased Attribute of an Image Classifier" (ICCV 2021)
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Oct 11, 2021 - Python
NAACL 2022 paper on Analyzing Modality Robustness in Multimodal Sentiment Analysis
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Jan 21, 2023 - Python
Implementation for our IJCAI-21 paper --- AdaVQA: Overcoming Language Priors with Adapted Margin Loss.
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Sep 28, 2022 - Python
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May 23, 2024 - Python
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Aug 5, 2023 - Python
This repository contains the official implementation code of the paper Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis, accepted at EMNLP 2021.
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Sep 20, 2021 - Python
[KDD 2021] Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System
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Sep 3, 2021 - Python
The official Pytorch implementation of paper "FairAdaBN: Mitigating unfairness with adaptive batch normalization and its application to dermatological disease classification" accepted by MICCAI 2023
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Mar 6, 2024 - Python
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