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Official code and checkpoints for the AISTATS 2025 paper titled "Improving Pre-trained Self-Supervised Embeddings Through Effective Entropy Maximization Criterion".

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simsiam
simsiam
 
 
src
src
 
 
.gitignore
.gitignore
 
 
LICENSE
LICENSE
 
 
README.md
README.md
 
 
augmentations.py
augmentations.py
 
 
distributed.py
distributed.py
 
 
eval_linear.py
eval_linear.py
 
 
eval_semisup.py
eval_semisup.py
 
 
main_simsiam_ent_ft.py
main_simsiam_ent_ft.py
 
 
main_swav_ent_ft.py
main_swav_ent_ft.py
 
 
main_swav_mmcr_ft.py
main_swav_mmcr_ft.py
 
 
main_swav_unif_ft.py
main_swav_unif_ft.py
 
 
main_swav_vc_ft.py
main_swav_vc_ft.py
 
 
main_vicreg_ent_ft.py
main_vicreg_ent_ft.py
 
 
resnet.py
resnet.py
 
 
trainer_probe.sh
trainer_probe.sh
 
 
trainer_probe_transfer.sh
trainer_probe_transfer.sh
 
 
trainer_semisup.sh
trainer_semisup.sh
 
 
trainer_simsiam_ft.sh
trainer_simsiam_ft.sh
 
 
trainer_swav_ent_ft.sh
trainer_swav_ent_ft.sh
 
 
trainer_swav_mmcr_ft.sh
trainer_swav_mmcr_ft.sh
 
 
trainer_swav_unif_ft.sh
trainer_swav_unif_ft.sh
 
 
trainer_swav_vc_ft.sh
trainer_swav_vc_ft.sh
 
 
trainer_vicreg_ent_ft.sh
trainer_vicreg_ent_ft.sh
 
 

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e2mc

Official code and checkpoints for the AISTATS 2025 paper titled "Improving Pre-trained Self-Supervised Embeddings Through Effective Entropy Maximization Criterion".

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Official code and checkpoints for the AISTATS 2025 paper titled "Improving Pre-trained Self-Supervised Embeddings Through Effective Entropy Maximization Criterion".

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