HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy | Paper Citation Record

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This paper cites [dataset] (2018), https://www.allencell.org/drug-perturbation-pilot.html, accessed 2026-02- 24.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy [dataset] (2018), https://www.allencell.org/drug-perturbation-pilot.html, accessed 2026-02- 24

Reference 1

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This paper cites Nature Communi- cations15, 6516 (2024).https://doi.org/10.1038/s41467-024-50613-5.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Nature Communi- cations15, 6516 (2024).https://doi.org/10.1038/s41467-024-50613-5

Reference 2

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This paper cites Biological Imaging4, e12 (Nov 2024).https://doi.org/10.1017/S2633903X2400014X.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Biological Imaging4, e12 (Nov 2024).https://doi.org/10.1017/S2633903X2400014X

Reference 3

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This paper cites ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images

Reference 4

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This paper cites In: Pei, J., Tseng, V.S., Cao, L., Motoda, H., Xu, G.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy In: Pei, J., Tseng, V.S., Cao, L., Motoda, H., Xu, G

Reference 5

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This paper cites In: Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M., Lin, H.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy In: Larochelle, H., Ranzato, M., Hadsell, R., Balcan, M., Lin, H

Reference 6

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This paper cites In: ICCV (2021).

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy In: ICCV (2021)

Reference 7

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This paper cites bioRxiv (2023).https://doi.org/10.1101/2023.03.23.534023,https: //www.biorxiv.org/content/early/2023/03/24/2023.03.23.534023.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy bioRxiv (2023).https://doi.org/10.1101/2023.03.23.534023,https: //www.biorxiv.org/content/early/2023/03/24/2023.03.23.534023

Reference 8

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This paper cites In: ICML (2020).

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy In: ICML (2020)

Reference 9

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This paper cites Nature Methods19(11), 1438–1448 (Nov 2022).https://doi.org/10.1038/s41592-022-01639-4,https: //doi.org/10.1038/s41592-022-01639-4.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Nature Methods19(11), 1438–1448 (Nov 2022).https://doi.org/10.1038/s41592-022-01639-4,https: //doi.org/10.1038/s41592-022-01639-4

Reference 10

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This paper cites In: 2009 IEEE Conference on Computer Vision and Pattern Recognition.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy In: 2009 IEEE Conference on Computer Vision and Pattern Recognition

Reference 11

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Tis- sue and Cell73, 101653 (2021).https://doi.org/https://doi.org/10.1016/ j.tice.2021.101653,https://www.sciencedirect.com/science/article/pii/ S0040816621001695

Reference 12

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This paper cites Nature Communications11(1), 5723 (Nov 2020).https://doi.org/10.1038/ s41467-020-19557-4,https://doi.org/10.1038/s41467-020-19557-4.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Nature Communications11(1), 5723 (Nov 2020).https://doi.org/10.1038/ s41467-020-19557-4,https://doi.org/10.1038/s41467-020-19557-4

Reference 13

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This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 14

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This paper cites In: Proceedings of the Second International Conference on Knowledge Discovery and Data Mining.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy In: Proceedings of the Second International Conference on Knowledge Discovery and Data Mining

Reference 15

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This paper cites In: European Congress on Digital Pathology.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy In: European Congress on Digital Pathology

Reference 16

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This paper cites PanNuke Dataset Extension, Insights and Baselines.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy PanNuke Dataset Extension, Insights and Baselines

Reference 17

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Reference 18

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This paper cites CoNIC: Colon Nuclei Identification and Counting Challenge 2022.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy CoNIC: Colon Nuclei Identification and Counting Challenge 2022

Reference 19

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy In: Proceedings of the 34th International Conference on Neural Information Processing Systems

Reference 20

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Reference 21

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy bioRxiv pp

Reference 22

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This paper cites In: Medical Imaging with Deep Learning (MIDL), Proceedings of Machine Learning Research.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy In: Medical Imaging with Deep Learning (MIDL), Proceedings of Machine Learning Research

Reference 23

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This paper cites Momentum Contrast for Unsupervised Visual Representation Learning.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Momentum Contrast for Unsupervised Visual Representation Learning

Reference 24

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Reference 25

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This paper cites npj Digital Medicine6(1), 74 (Apr 2023).https:// doi.org/10.1038/s41746-023-00811-0.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy npj Digital Medicine6(1), 74 (Apr 2023).https:// doi.org/10.1038/s41746-023-00811-0

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Reference 27

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy In: NeurIPS (2020)

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This paper cites Scientific Reports15(1), 4876 (2025).

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Scientific Reports15(1), 4876 (2025)

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This paper cites Nature Methods19(8), 995–1003 (Aug 2022).https://doi.org/10.1038/ s41592-022-01541-z.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Nature Methods19(8), 995–1003 (Aug 2022).https://doi.org/10.1038/ s41592-022-01541-z

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

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This paper cites IEEE Transactions on Medical Imaging39(5), 1380–1391 (2020).https: //doi.org/10.1109/TMI.2019.2947628.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy IEEE Transactions on Medical Imaging39(5), 1380–1391 (2020).https: //doi.org/10.1109/TMI.2019.2947628

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy In: 9th International Conference on Learning Represen- tations (ICLR) (2021)

Reference 34

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Nature Methods21, 1103–1113 (2024).https://doi.org/https://doi.org/10

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Journal of machine learn- ing research9(Nov), 2579–2605 (2008)

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological Images

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This paper cites Computers in Biology and Medicine132, 104349 (2021).https://doi.org/https://doi.org/10.1016/j.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Computers in Biology and Medicine132, 104349 (2021).https://doi.org/https://doi.org/10.1016/j

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This paper cites IEEE Transactions on Med- ical Imaging38(2), 448–459 (Feb 2019).https://doi.org/10.1109/TMI.2018.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy IEEE Transactions on Med- ical Imaging38(2), 448–459 (Feb 2019).https://doi.org/10.1109/TMI.2018

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Representation Learning with Contrastive Predictive Coding

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy DINOv2: Learning Robust Visual Features without Supervision

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy bioRxiv (2025).https://doi.org/10

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Biorxiv pp

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy In: CVPR (2015).https://doi.org/10.1109/CVPR

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This paper cites ethz.ch/entities/researchdata/d0feef10-453f-4b8d-b8e1-582ea2976f91, dataset; Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0).

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy ethz.ch/entities/researchdata/d0feef10-453f-4b8d-b8e1-582ea2976f91, dataset; Creative Commons Attribution-ShareAlike 4.0 International (CC BY-SA 4.0)

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy DINOv3

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy bioRxiv (2020).https://doi.org/10

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Advances in neural information processing systems (2017)

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Accessed 2025-10-27

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy html, deepCell Datasets; non-commercial academic use (modified Apache license); accessed 2025-10-27

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This paper cites IEEE Transactions on Medical Imaging40(12), 3413–3423 (2021).https://doi.org/10.1109/TMI.2021.3085712.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy IEEE Transactions on Medical Imaging40(12), 3413–3423 (2021).https://doi.org/10.1109/TMI.2021.3085712

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Resolution: unresolved; no resolver link, observed 2026-07-11T19:52:10.091159Z

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Observation a6908a4a-51be-4b8c-9057-2e1e4281d756 · outbound

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HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-07-11T19:52:10.091159Z

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Observation 18f8270b-93c9-4833-919d-7164719bfb19 · outbound

This paper cites Frontiers in Bioengineering and Biotech- nology7, 53 (Apr 2019).https://doi.org/10.3389/fbioe.2019.00053,https: //www.frontiersin.org/articles/10.3389/fbioe.2019.00053/full.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Frontiers in Bioengineering and Biotech- nology7, 53 (Apr 2019).https://doi.org/10.3389/fbioe.2019.00053,https: //www.frontiersin.org/articles/10.3389/fbioe.2019.00053/full

Reference 55

Resolution: unresolved; no resolver link, observed 2026-07-11T19:52:10.091159Z

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Observation 273b78e3-b4cd-464b-8166-fe008fa5b2a7 · outbound

This paper cites Biomedical Signal Processing and Control93, 106143 (2024).

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Biomedical Signal Processing and Control93, 106143 (2024)

Reference 56

Resolution: unresolved; no resolver link, observed 2026-07-11T19:52:10.091159Z

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Observation 6009bd9c-f735-468b-8fa6-aa64a29fe7af · outbound

This paper cites an unresolved cited work.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-07-11T19:52:10.091159Z

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Observation 789ff0ae-48cd-487f-9310-49a701b68ba9 · outbound

This paper cites Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination

Reference 58

Resolution: unresolved; no resolver link, observed 2026-07-11T19:52:10.091159Z

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Observation 97db9232-5bd9-4156-9628-512e13c11160 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence45(3), 3753– 3767 (2023).https://doi.org/10.1109/TPAMI.2022.3176690,https://arxiv.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy IEEE Transactions on Pattern Analysis and Machine Intelligence45(3), 3753– 3767 (2023).https://doi.org/10.1109/TPAMI.2022.3176690,https://arxiv

Reference 59

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Observation e1b57eb5-554f-4889-acba-979c016dcf3a · outbound

This paper cites Scientific Data10(1), 41 (Jan 2023).https://doi.org/10.1038/ s41597-022-01721-8,https://doi.org/10.1038/s41597-022-01721-8.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Scientific Data10(1), 41 (Jan 2023).https://doi.org/10.1038/ s41597-022-01721-8,https://doi.org/10.1038/s41597-022-01721-8

Reference 60

Resolution: unresolved; no resolver link, observed 2026-07-11T19:52:10.091159Z

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Observation dc0029e7-8650-4c80-98ed-2220da163605 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 61

Resolution: unresolved; no resolver link, observed 2026-07-11T19:52:10.091159Z

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Observation 2da4d50c-2189-43d9-8d6c-d1075ff0b5e7 · outbound

This paper cites Contrastive Hierarchical Clustering.

HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy Contrastive Hierarchical Clustering

Reference 62

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