Multimodal_ML_Project

Github repository for Boston University's CS 598: Multimodal Machine Learning class project

Adapting to Novel Channels: Enhancing Robustness and Generalization in Multi-Channel Imaging Models

Name		Name	Last commit message	Last commit date
Latest commit History 37 Commits
Fission-Fusion_Architecture		Fission-Fusion_Architecture
Fully_Attentional_Networks		Fully_Attentional_Networks
adaptive_channel_strategy		adaptive_channel_strategy
channel_adaptive_models		channel_adaptive_models
diverse_channel_vit		diverse_channel_vit
dynamic_feature		dynamic_feature
multimodal_tests		multimodal_tests
unimodal_tests		unimodal_tests
.gitignore		.gitignore
README.md		README.md
analyize_attention_logs.py		analyize_attention_logs.py
config.py		config.py
dichavit.py		dichavit.py
dynamic_features		dynamic_features
eval_channel_ablation.py		eval_channel_ablation.py
eval_novel_channels.py		eval_novel_channels.py
fig1b_allen_nucleus_left_out.png		fig1b_allen_nucleus_left_out.png
figure_1b_dichavit_adaptive.png		figure_1b_dichavit_adaptive.png
figure_paper.py		figure_paper.py
main.py		main.py
plot_attention.py		plot_attention.py
requirements.txt		requirements.txt
run_eval_adaptive.sh		run_eval_adaptive.sh
run_experiment_adaptive.sh		run_experiment_adaptive.sh
run_subset_eval_allen.py		run_subset_eval_allen.py
run_subset_eval_cp.py		run_subset_eval_cp.py
run_subset_eval_cp9_10_11.py		run_subset_eval_cp9_10_11.py
run_subset_eval_cp_baseline.py		run_subset_eval_cp_baseline.py
run_subset_eval_hpa.py		run_subset_eval_hpa.py
save_attention_scores.py		save_attention_scores.py
train_scripts.sh		train_scripts.sh
trainer.py		trainer.py

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