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Title: GitHub - estija/CMID: Code for the Conditional Mutual Information-Debiasing (CMID) method. · GitHub

Open Graph Title: GitHub - estija/CMID: Code for the Conditional Mutual Information-Debiasing (CMID) method.

X Title: GitHub - estija/CMID: Code for the Conditional Mutual Information-Debiasing (CMID) method.

Description: Code for the Conditional Mutual Information-Debiasing (CMID) method. - estija/CMID

Open Graph Description: Code for the Conditional Mutual Information-Debiasing (CMID) method. - estija/CMID

X Description: Code for the Conditional Mutual Information-Debiasing (CMID) method. - estija/CMID

Opengraph URL: https://github.com/estija/CMID

X: @github

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Links:

Skip to contenthttps://github.com/estija/CMID#start-of-content
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GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
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estija https://github.com/estija
CMIDhttps://github.com/estija/CMID
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Code https://github.com/estija/CMID
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15 Commitshttps://github.com/estija/CMID/commits/main/
https://github.com/estija/CMID/commits/main/
camelyonhttps://github.com/estija/CMID/tree/main/camelyon
camelyonhttps://github.com/estija/CMID/tree/main/camelyon
datahttps://github.com/estija/CMID/tree/main/data
datahttps://github.com/estija/CMID/tree/main/data
dataset_metadatahttps://github.com/estija/CMID/tree/main/dataset_metadata
dataset_metadatahttps://github.com/estija/CMID/tree/main/dataset_metadata
dataset_scriptshttps://github.com/estija/CMID/tree/main/dataset_scripts
dataset_scriptshttps://github.com/estija/CMID/tree/main/dataset_scripts
.DS_Storehttps://github.com/estija/CMID/blob/main/.DS_Store
.DS_Storehttps://github.com/estija/CMID/blob/main/.DS_Store
LICENSEhttps://github.com/estija/CMID/blob/main/LICENSE
LICENSEhttps://github.com/estija/CMID/blob/main/LICENSE
README.mdhttps://github.com/estija/CMID/blob/main/README.md
README.mdhttps://github.com/estija/CMID/blob/main/README.md
analysis_utils.pyhttps://github.com/estija/CMID/blob/main/analysis_utils.py
analysis_utils.pyhttps://github.com/estija/CMID/blob/main/analysis_utils.py
cmi.pyhttps://github.com/estija/CMID/blob/main/cmi.py
cmi.pyhttps://github.com/estija/CMID/blob/main/cmi.py
loss.pyhttps://github.com/estija/CMID/blob/main/loss.py
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parse_log_file.pyhttps://github.com/estija/CMID/blob/main/parse_log_file.py
parse_log_file.pyhttps://github.com/estija/CMID/blob/main/parse_log_file.py
requirements.txthttps://github.com/estija/CMID/blob/main/requirements.txt
requirements.txthttps://github.com/estija/CMID/blob/main/requirements.txt
run_expt.pyhttps://github.com/estija/CMID/blob/main/run_expt.py
run_expt.pyhttps://github.com/estija/CMID/blob/main/run_expt.py
train.pyhttps://github.com/estija/CMID/blob/main/train.py
train.pyhttps://github.com/estija/CMID/blob/main/train.py
utils.pyhttps://github.com/estija/CMID/blob/main/utils.py
utils.pyhttps://github.com/estija/CMID/blob/main/utils.py
utils_glue.pyhttps://github.com/estija/CMID/blob/main/utils_glue.py
utils_glue.pyhttps://github.com/estija/CMID/blob/main/utils_glue.py
READMEhttps://github.com/estija/CMID
MIT licensehttps://github.com/estija/CMID
https://github.com/estija/CMID#cmid
Mitigating Simplicity Bias in Deep Learning for Improved OOD Generalization and Robustnesshttps://arxiv.org/abs/2310.06161
group_DROhttps://github.com/kohpangwei/group_DRO
https://github.com/estija/CMID#install-dependencies
this linkhttps://github.com/kohpangwei/group_DRO
https://github.com/estija/CMID#subgroup-robustness-experiments
https://github.com/estija/CMID#download-datasets
this linkhttps://nlp.stanford.edu/data/dro/waterbird_complete95_forest2water2.tar.gz
this Kaggle linkhttps://www.kaggle.com/jessicali9530/celeba-dataset
huggingface Transformers libraryhttps://github.com/huggingface/transformers
herehttps://nlp.stanford.edu/data/dro/multinli_bert_features.tar.gz
this linkhttps://drive.google.com/file/d/1ioV8bf5jpEhXW2UTN41z-0uxUqJk5UT6/view?usp=share_link
https://github.com/estija/CMID#run-code-and-infer-results
https://github.com/estija/CMID#ood-generalization-experiment-camelyon-dataset
https://github.com/estija/CMID#download-dataset
https://github.com/estija/CMID#run-code-and-infer-results-1
Wildshttps://github.com/p-lambda/wilds
https://github.com/estija/CMID#citation
arxiv.org/abs/2310.06161https://arxiv.org/abs/2310.06161
deep-learning https://github.com/topics/deep-learning
robustness https://github.com/topics/robustness
conditional-mutual-information https://github.com/topics/conditional-mutual-information
debiasing https://github.com/topics/debiasing
ood-generalization https://github.com/topics/ood-generalization
distribution-shift https://github.com/topics/distribution-shift
Readme https://github.com/estija/CMID#readme-ov-file
MIT license https://github.com/estija/CMID#MIT-1-ov-file
Please reload this pagehttps://github.com/estija/CMID
Activityhttps://github.com/estija/CMID/activity
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Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Festija%2FCMID&report=estija+%28user%29
Releaseshttps://github.com/estija/CMID/releases
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Contributorshttps://github.com/estija/CMID/graphs/contributors
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Python 100.0% https://github.com/estija/CMID/search?l=python
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