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Papers matching “method classification” 343

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ViT-Enhanced Prompts: Integrating Pre-Trained Knowledge for Robust Continuous Learning
2025 International Conference on Multimedia Retrieval conference-paper Computer Science Domain Adaptation and Few-Shot Learning

Guoqiang Xiao, Michael S. Lew, Song Wu

2

citations
Let's Split Up: Zero-Shot Classifier Edits for Fine-Grained Video Understanding
2026 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access

Kaiting Liu, Hazel Doughty

0

citations
Deep learning approach to predict sentinel lymph node status directly from routine histology of primary melanoma tumours
2021 European Journal of Cancer article Computer Science AI in cancer detection Open access

Titus Josef Brinker, Lennard Kiehl, Max Schmitt, Tanja B. Jutzi, Eva Krieghoff‐Henning, Dieter Krahl, +18 more

66

citations
Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging
2024 Communications Medicine article Computer Science Privacy-Preserving Technologies in Data Open access

Soroosh Tayebi Arasteh, Alexander Ziller, Christiane Katharina Kuhl, Marcus R. Makowski, Sven Nebelung, Rickmer Braren, +3 more

52

citations
Direct prediction of genetic aberrations from pathology images in gastric cancer with swarm learning
2022 Gastric Cancer article Computer Science AI in cancer detection Open access

Oliver Lester Saldanha, Hannah Sophie Muti, Heike Irmgard Grabsch, Rupert Langer, Bastian Dislich, Meike Kohlruss, +9 more

47

citations
The potential of artificial intelligence-based applications in kidney pathology
2022 Current Opinion in Nephrology & Hypertension article Computer Science AI in cancer detection Open access

Roman David Bülow, Peter Boor

24

citations
Boosting multi-demographic federated learning for chest radiograph analysis using general-purpose self-supervised representations
2025 European Journal of Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access

Mahshad Lotfinia, Arash Tayebiarasteh, Mehdi Joodaki, Soroosh Tayebi Arasteh

9

citations
An Integer Programming Approach to Deep Neural Networks with Binary Activation Functions
2020 arXiv (Cornell University) preprint Computer Science Neural Networks and Applications Open access

Bubacarr Bah, Jannis Kurtz

8

citations
Histological image tiles for TCGA-CRC-DX, color-normalized, sorted by MSI status, train/test split
2020 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science AI in cancer detection Open access

Jakob Nikolas Kather

7

citations
O2A: One-Shot Observational Learning with Action Vectors
2021 Frontiers in Robotics and AI article Computer Science Reinforcement Learning in Robotics Open access

Leo Pauly, Wisdom C. Agboh, David Hogg, Raúl Fuentes

6

citations
A Single-Stage, Bottom-up Approach for Occluded VIS using Spatio-temporal Embeddings
2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Video Surveillance and Tracking Methods

Ali Athar, Sabarinath Mahadevan, Aljoša Ošep, Laura Leal-Taixé, Bastian Leibe

2

citations
Deep learning-based system for automatic identification of benign and malignant eyelid tumours
2025 British Journal of Ophthalmology article Computer Science AI in cancer detection Open access

Wanlin Fan, Martine Johanna Jager, Weiwei Dai, Ludwig Maximilian Heindl

2

citations
Histopathology images for end-to-end AI, based on TCGA-BRCA
2021 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science AI in cancer detection Open access

Jakob Nikolas Kather

1

citations
Learn to Categorize or Categorize to Learn? Self-Coding for Generalized Category Discovery
2023 UvA-DARE (University of Amsterdam) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access

Sarah Rastegar, Hazel Doughty, Cees G. M. Snoek

1

citations
Histological image tiles for TCGA-CRC-DX, color-normalized, sorted by MSI status, train/test split
2020 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science AI in cancer detection Open access

Jakob Nikolas Kather

0

citations
Trained deep neural networks for MSI/dMMR detection in colorectal cancer histology
2021 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science AI in cancer detection Open access

Jakob Nikolas Kather, Narmin Ghaffari Laleh

0

citations
Trained deep neural networks for MSI/dMMR detection in colorectal cancer histology
2021 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science AI in cancer detection Open access

Jakob Nikolas Kather, Narmin Ghaffari Laleh

0

citations
Unfolding recurrence by Green's functions for optimized reservoir computing
2020 arXiv (Cornell University) preprint Computer Science Neural Networks and Reservoir Computing Open access

Sandra Nestler, Christian Keup, David Dahmen, Matthieu Gilson, Holger Rauhut, Moritz Helias

0

citations
Histopathology images for end-to-end AI, based on TCGA-BRCA
2021 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science AI in cancer detection Open access

Jakob Nikolas Kather

0

citations
Log-normal Mutations and their Use in Detecting Surreptitious Fake Images
2024 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access

Ismail Labiad, Thomas Bäck, Pierre Fernandez, Laurent Najman

0

citations
Geometric Deep Learning Methods for Improved Generalizability in Medical Computer Vision: Hyperbolic Convolutional Neural Networks in Multi-Modality Neuroimaging
2024 medRxiv preprint Computer Science Advanced Neural Network Applications Open access

Cyrus Ayubcha, Sulaiman Sajed, Chady Omara, Anna B. Veldman, Shashi B. Singh, Yashas Ullas Lokesha, +4 more

0

citations
Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision Boundary
2024 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access

I. L. V. GOMES, Luís Filipe Teixeira, Jan N. van Rijn, Carlos Soares, André Restivo, Moisés Santos

0

citations
Finding Patterns in Ambiguity: Interpretable Stress Testing in the Decision Boundary
2024 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access

I. L. V. GOMES, Luís Filipe Teixeira, Jan N. van Rijn, Carlos Soares, André Restivo, Moisés Santos

0

citations
bioacoustic-ai/bacpipe: bacpipe v1.3.5 Release Notes
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Music and Audio Processing Open access

Vincent S. Kather, Sylvain Haupert, Clea Parcerisas, Santiago Martínez Balvanera, Ines Nolasco, Ben McEwen, +2 more

0

citations
Active Learning for Biodiversity Monitoring: From Label Efficiency to Reliable Ecological Inference
2026 arXiv (Cornell University) preprint Computer Science Machine Learning and Algorithms Open access

Ben McEwen, Shiqi Zhang, Dan Stowell

0

citations