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21 Open 35 Closed
21 Open 35 Closed
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Issues list

Log embeddings in TensorBoard enhancement New feature or request
#155 opened Sep 1, 2024 by ziw-liu v0.3.0
1
Update the projection head (normalization and size).
#139 opened Aug 17, 2024 by mattersoflight
1
@ziw-liu
3
Implement NT-Xent loss (implicit negative samples) enhancement New feature or request
#136 opened Aug 15, 2024 by ziw-liu
2
Move to NumPy style docstrings? documentation Improvements or additions to documentation maintenance Maintenance work
#133 opened Aug 13, 2024 by ziw-liu
1
CLI for multiple training tasks
#127 opened Aug 8, 2024 by mattersoflight
@ziw-liu
4
Support loading data from a specific resolution of a .zarr pyramid enhancement New feature or request
#125 opened Aug 7, 2024 by talonchandler
@edyoshikun
1
Time sampling for positive pair
#123 opened Aug 5, 2024 by alishbaimran
3 tasks
@mattersoflight @ziw-liu
document published models on Wiki documentation Improvements or additions to documentation
#117 opened Jul 28, 2024 by mattersoflight
@edyoshikun @ziw-liu
1
WIP: refactor contrastive learning code with virtual staining code
#109 opened Jul 17, 2024 by mattersoflight
8 tasks
1
@edyoshikun @tayllatheodoro
@alishbaimran @ziw-liu @Soorya19Pradeep
6
API for 2D UNeXt2 model construction needs clarity
#107 opened Jul 9, 2024 by mattersoflight
@ziw-liu
2
organize application scripts on GitHub rather than disk
#98 opened Jun 28, 2024 by mattersoflight
@edyoshikun @alishbaimran @ziw-liu
Contrastive Learning Implementation enhancement New feature or request
#90 opened Jun 14, 2024 by alishbaimran
1
Layer-wise learning rate decay during fine-tuning enhancement New feature or request
#75 opened Apr 24, 2024 by ziw-liu
clean up viscy cli display documentation Improvements or additions to documentation
#73 opened Mar 21, 2024 by mattersoflight
@ziw-liu
Testing the training pipeline
#56 opened Sep 21, 2023 by ziw-liu
strategies to improve invariance with data augmentation
#54 opened Sep 16, 2023 by mattersoflight
@ziw-liu
1
Viscy workflow questions and experience from DL@MBL
#52 opened Sep 10, 2023 by edyoshikun
2 of 7 tasks
sampling strategy to improve class balance across cell cycle
#24 opened Jul 31, 2023 by mattersoflight
1
Cleanup torch module registration
#13 opened Jun 16, 2023 by ziw-liu
@ziw-liu
Improving visualization of predictions on tensorboard with appropriate intensity scale enhancement New feature or request
#15 opened May 3, 2023 by Soorya19Pradeep
@ziw-liu
Augmentation strategy for generalization across magnification
#16 opened Apr 21, 2023 by ziw-liu
1
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