Critical Analysis of Deconfounded Pretraining to Improve Visio-Linguistic Models

This repo contains the code that accompanies the paper "Critical Analysis of Deconfounded Pretraining to Improve Visio-Linguistic Models". Currently, the code in it hasn't been cleaned up yet. If I notice a lot of people want to build on it / reproduce it, I will update it with more detailed instructions of how to reproduce the results in the paper, along with cleaned-up code.

Name		Name	Last commit message	Last commit date
Latest commit History 45 Commits
.idea		.idea
DeVLBert		DeVLBert
VC-R-CNN		VC-R-CNN
buatest		buatest
gcp_batch_terminal		gcp_batch_terminal
liir_batch_terminal		liir_batch_terminal
mturk		mturk
paper_resources		paper_resources
vsc_batch_terminal		vsc_batch_terminal
z_reference		z_reference
BKD_test.py		BKD_test.py
README.md		README.md
a2g.sh		a2g.sh
confounder_data_acces.ipynb		confounder_data_acces.ipynb
console_code_snippets.py		console_code_snippets.py
constants.py		constants.py
cooccurrence_finder.py		cooccurrence_finder.py
fakeqstat.py		fakeqstat.py
get_best_val_run.py		get_best_val_run.py
get_confounders.py		get_confounders.py
get_mini_from_full_lmdbs.py		get_mini_from_full_lmdbs.py
my_lmdb.py		my_lmdb.py
preprocess.py		preprocess.py
preprocess.sh		preprocess.sh
preprocess_cfg.py		preprocess_cfg.py
pretorch_util.py		pretorch_util.py
results_to_overleaf.py		results_to_overleaf.py
test_confounder_finding.py		test_confounder_finding.py
util.py		util.py

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Critical Analysis of Deconfounded Pretraining to Improve Visio-Linguistic Models

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