SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation | Paper Citation Record

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This paper cites Understanding intermediate layers using linear classifier probes.

SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation Understanding intermediate layers using linear classifier probes

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation Neural Networks153, 461–473 (2022)

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This paper cites On the Opportunities and Risks of Foundation Models.

SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation On the Opportunities and Risks of Foundation Models

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This paper cites In: IEEE/CVF International Conference on Computer Vision (ICCV).

SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: IEEE/CVF International Conference on Computer Vision (ICCV)

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition

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This paper cites In: IEEE Inter- national Geoscience and Remote Sensing Symposium (IGARSS) (2025).https: //doi.org/10.5281/zenodo.10891137.

SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: IEEE Inter- national Geoscience and Remote Sensing Symposium (IGARSS) (2025).https: //doi.org/10.5281/zenodo.10891137

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This paper cites In: Proceedings of the 36th International Conference on Neural Information Processing Systems.

SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: Proceedings of the 36th International Conference on Neural Information Processing Systems

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This paper cites In: International Conference on Learning Representations (ICLR) (2021),https: //openreview.net/forum?id=YicbFdNTTy.

SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: International Conference on Learning Representations (ICLR) (2021),https: //openreview.net/forum?id=YicbFdNTTy

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This paper cites In: International Conference on Learning Representations (2020), https://openreview.net/forum?id=SylO2yStDr.

SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: International Conference on Learning Representations (2020), https://openreview.net/forum?id=SylO2yStDr

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: IEEE/CVF Conference on Computer Vision and Pattern Recog- nition (CVPR)

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This paper cites In: International Conference on Learning Representations (ICLR) (2019),https://openreview.net/forum?id=rJl-b3RcF7.

SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: International Conference on Learning Representations (ICLR) (2019),https://openreview.net/forum?id=rJl-b3RcF7

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: IEEE/CVF Conference on Computer Vision and Pat- tern Recognition (CVPR)

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation Distilling the Knowledge in a Neural Network

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This paper cites In: Chaudhuri, K., Salakhutdinov, R.

SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: Chaudhuri, K., Salakhutdinov, R

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: International Conference on Learning Representations (ICLR) (2022),https://openreview.net/forum?id= nZeVKeeFYf9

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This paper cites In: International Conference on Machine Learning (ICML) (2024), https://proceedings.mlr.press/v235/huh24a.html.

SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: International Conference on Machine Learning (ICML) (2024), https://proceedings.mlr.press/v235/huh24a.html

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: IEEE/CVF International Conference on Computer Vision (ICCV) (2025)

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This paper cites In: European Conference on Computer Vision (ECCV).

SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: European Conference on Computer Vision (ECCV)

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation Unresolved cited work

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation ACM Comput

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: Chaudhuri, K., Salakhutdinov, R

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation GEO-Bench: Toward Foundation Models for Earth Monitoring

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: Proceedings of the 2021 Conference on Empirical Methods SIMPLER 17 in Natural Language Processing

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: International Conference on Learning Representations (2017), https://openreview.net/forum?id=rJqFGTslg

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation Prefix-Tuning: Optimizing Continuous Prompts for Generation

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: Advances in Neural Information Pro- cessing Systems (2022),https://proceedings.neurips.cc/paper_files/paper/ 2022/hash/deb921bff461a7b0a5c344a4871e7101-Abstract-Conference.html

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: Raedt, L.D

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: International Conference on Learning Representations (ICLR) (2021),https: //openreview.net/forum?id=KJNcAkY8tY4

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation (eds.) Advances in Neural Information Processing Systems (2021),https://openreview.net/forum?id=Gl8FHfMVTZu

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation Unresolved cited work

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation IEEE Journal of Selected Topics in Ap- plied Earth Observations and Remote Sensing17, 13893–13907 (2024).https: //doi.org/10.1109/JSTARS.2024.3435081

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation DINOv3

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation Energy and Policy Considerations for Deep Learning in NLP

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation Unresolved cited work

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation ACM Computing Surveys55(6), 1–28 (2022).https://doi.org/10.1145/3530811

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: International Conference on Pattern Recognition (ICPR)

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: Meila, M., Zhang, T

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: European Conference on Computer Vision (ECCV)

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation org/10.1109/MGRS.2025.3576766

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: Proceedings of the 31st ACM International Conference on Multimedia

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: IEEE/CVF Conference on Com- puter Vision and Pattern Recognition (CVPR)

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation In: Pro- ceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recogni- tion (CVPR)

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation

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SIMPLER: Efficient Foundation Model Adaptation via Similarity-Guided Layer Pruning for Earth Observation Strong augmentation (Mixup 0.8, CutMix 1.0, DropPath 0.1) with 300 epochs for from-scratch training

Reference 47

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