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VisualComputingInstitute

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diffusion-e2e-ft
[WACV'25 Oral] Fine-Tuning Image-Conditional Diffusion Models is Easier than You Think

Python · 521 stars
ditr
3DV 2026 | CVPRW 2025 (T4V)

Python · 113 stars

Beginner friendly Everything

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Verify evals on Papers with Code Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

VisualComputingInstitute/ditr#16 · Opened Sep 14, 2026
Verify evals on Papers with Code Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

VisualComputingInstitute/diffusion-e2e-ft#24 · Opened Sep 14, 2026
RandomRotate/RandomFlip break image_coord alignment during training Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

VisualComputingInstitute/ditr#15 · 1 comment · Opened Jul 23, 2026
Code for only running the distilled model Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

VisualComputingInstitute/ditr#13 · 1 comment · Opened May 27, 2026
Inference demo Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

VisualComputingInstitute/ditr#12 · 7 comments · Opened May 13, 2026
S3DIS image inputs and visibility files are referenced but preprocessing pipeline is missing Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

VisualComputingInstitute/ditr#11 · 2 comments · Opened May 11, 2026
Can this end-to-end fine-tuning approach achieve similar results for other tasks as well? Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

VisualComputingInstitute/diffusion-e2e-ft#22 · Opened Aug 22, 2025
Reproduce fine tuning but score poorly on the evaluation dataset Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

VisualComputingInstitute/diffusion-e2e-ft#20 · 6 comments · Opened Apr 1, 2025
How can marigold depth completion benefit from this work? Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

VisualComputingInstitute/diffusion-e2e-ft#19 · Opened Mar 12, 2025

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