Momentum Contrast for Unsupervised Visual Representation Learning

• Resolution-dependent self-supervised transfer in chest radiograph classification

  2026 Communications Medicine article Medicine COVID-19 diagnosis using AI Open access

  1

  citations
• animal2vec and MeerKAT: A self‐supervised transformer for rare‐event raw audio input and a large‐scale reference dataset for bioacoustics

  2025 Methods in Ecology and Evolution article Computer Science Music and Audio Processing Open access

  7

  citations
• Benchmarking foundation models as feature extractors for weakly supervised computational pathology

  2025 Nature Biomedical Engineering article Computer Science AI in cancer detection Open access

  73

  citations
• Abnormality-Driven Representation Learning for Radiology Imaging

  2025 Lecture notes in computer science conference-paper Medicine Radiomics and Machine Learning in Medical Imaging Open access

  0

  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

  9

  citations
• A Good Feature Extractor Is All You Need for Weakly Supervised Pathology Slide Classification

  2025 Lecture notes in computer science conference-paper Computer Science AI in cancer detection

  3

  citations
• An Examination of Offline-Trained Encoders in Vision-Based Deep Reinforcement Learning for Autonomous Driving

  2024 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE) conference-paper Computer Science Reinforcement Learning in Robotics

  0

  citations
• Low-Resource Vision Challenges for Foundation Models

  2024 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access

  11

  citations
• scDecorr - Feature decorrelation representation learning with domain adaptation enables self-supervised alignment of multiple single-cell experiments

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

  0

  citations
• Enhancing diagnostic deep learning via self-supervised pretraining on large-scale, unlabeled non-medical images

  2024 European Radiology Experimental article Medicine COVID-19 diagnosis using AI Open access

  34

  citations
• A Unified Approach to Autonomous Driving in a High-Fidelity Simulator Using Vision-Based Reinforcement Learning

  2024 IEEE/SICE International Symposium on System Integration (SII) conference-paper Engineering Autonomous Vehicle Technology and Safety

  3

  citations
• Point2Vec for Self-supervised Representation Learning on Point Clouds

  2024 Lecture notes in computer science conference-paper Engineering 3D Shape Modeling and Analysis

  35

  citations
• Localized Latent Updates for Fine-Tuning Vision-Language Models

  2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) conference-paper Computer Science Domain Adaptation and Few-Shot Learning

  0

  citations
• Video Representation Learning for Decoupled Deep Reinforcement Learning Applied to Autonomous Driving

  2023 IEEE/SICE International Symposium on System Integration (SII) conference-paper Computer Science Reinforcement Learning in Robotics

  1

  citations
• Improving weakly supervised phrase grounding via visual representation contextualization with contrastive learning

  2022 Applied Intelligence article Computer Science Multimodal Machine Learning Applications

  0

  citations
• Artificial intelligence to identify genetic alterations in conventional histopathology

  2022 The Journal of Pathology article Computer Science AI in cancer detection Open access

  131

  citations
• MRI-Based Classification of Neuropsychiatric Systemic Lupus Erythematosus Patients With Self-Supervised Contrastive Learning

  2022 Frontiers in Neuroscience article Medicine Systemic Lupus Erythematosus Research Open access

  25

  citations
• Saliency Can Be All You Need in Contrastive Self-supervised Learning

  2022 Lecture notes in computer science conference-paper Computer Science Domain Adaptation and Few-Shot Learning

  1

  citations
• MRI-based classification of neuropsychiatric systemic lupus erythematosus patients with self-supervised contrastive learning

  2021 medRxiv preprint Medicine Systemic Lupus Erythematosus Research Open access

  0

  citations
• Next Big Challenges in Core AI Technology

  2021 Lecture notes in computer science conference-paper Computer Science Artificial Intelligence Applications

  5

  citations

20 results