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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Self-supervised learning" (30 stories)

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SigFusion: Unified Signal-Level Self-Supervised Learning Paradigm for Image Fusion
Lead StoryThe Association for the Advancement of Artificial Intelligenceworld
Mar 14

SigFusion: Unified Signal-Level Self-Supervised Learning Paradigm for Image Fusion

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBLT3E1Q1BZaHUwZW1ZUlpRdXFUVkRfY1hERU1tc0lTOU4taVY2dDhoU1pJcWw3T2lCQmJYUlVTdkwzbDNXQVBZbk1Ya0JLdFpyamFFLWVMWklQVnkwNDhUSmdNOEw?oc=5" target="_blank">SigFusion: Unified Signal-Level Self-Supervised Learning Paradigm for Image Fusion</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Search Results for "Self-supervised learning"

Updated every 3 minutes via FreeNewsApi, GNews, Currents API & Google News

29 stories displayed
Physics-guided self-supervised learning for high-fidelity reconstruction in live-cell imaging
Naturegeneral

Physics-guided self-supervised learning for high-fidelity reconstruction in live-cell imaging

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9VQXlXamdEc2xkbEtKa3pNVHVpZ213Qk12NW9vRl9yd0F0OEx0TGFQTFBwUWpZTHZvYTV5VHZZcmUxYkVjWFlFOXVieG5iUUppb2UyZFdGYndKNDFpX3Fr?oc=5" target="_blank">Physics-guided self-supervised learning for high-fidelity reconstruction in live-cell imaging</a>  <font color="#6f6f6f">Nature</font>

V-JEPA 2.1: Unlocking Dense Features in Video Self-Supervised Learning
alphaXivworld

V-JEPA 2.1: Unlocking Dense Features in Video Self-Supervised Learning

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE9PRlY3djB0QXc3d1UxUTE4QWgzQ1h2YXJDT2txb0xadnhYNmRxLWozamljcjZRSzNMOGJydF9fMlpNRUgxdFFvdHBNQUplRmxk?oc=5" target="_blank">V-JEPA 2.1: Unlocking Dense Features in Video Self-Supervised Learning</a>  <font color="#6f6f6f">alphaXiv</font>

Language Discrimination Improves Linguistic Learning in Multilingual Speech Models
Apple Machine Learning Researchgeneral

Language Discrimination Improves Linguistic Learning in Multilingual Speech Models

<a href="https://news.google.com/rss/articles/CBMikgFBVV95cUxObll6bU5rdXZvRTJyMUhSdmcwblFPaUlvc2ZIbTlINEVEMVF5eEJ3Mld2OExLLVd1RGFVNElCNzAtSnRoQkxhM0FwU2JaYTAyNC1fcnVYaGdVc2gtS3d6ak5nZy1Wa0dEelBCcENUaGZ2aTd0XzlFSVlocTBoUjVadGFrSUdHb0hZZ2dBMW9IS05aUQ?oc=5" target="_blank">Language Discrimination Improves Linguistic Learning in Multilingual Speech Models</a>  <font color="#6f6f6f">Apple Machine Learning Research</font>

Enhancing biomedical optical volumetric imaging via self-supervised orthogonal learning
Science | AAASgeneral

Enhancing biomedical optical volumetric imaging via self-supervised orthogonal learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5fTmg4UmI0cGFEWHdEZWVaMlF1V19BWjZ0dHp4bnpZUUFGNEEtenBvVFRFSFgtX05JM2RjNjJuRWxjaW9tUW1WYVlVNnlWMkZEZEhiZGdvWGoyTENPVWVF?oc=5" target="_blank">Enhancing biomedical optical volumetric imaging via self-supervised orthogonal learning</a>  <font color="#6f6f6f">Science | AAAS</font>

Seizure detection using hierarchical temporal trend integration and self-supervised learning
Naturegeneral

Seizure detection using hierarchical temporal trend integration and self-supervised learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9MQ1RtY3VoZ21SZEJKdkhyVWUzS3A0YW0zS1FPZU1ISmtsZmtGbkxWOE1BejJJWlZBaFMzeng0Wnk2SzVUei1VeFhhbm9SS0NGMFF3YVViTHlCZlhjZFJz?oc=5" target="_blank">Seizure detection using hierarchical temporal trend integration and self-supervised learning</a>  <font color="#6f6f6f">Nature</font>

Self-Supervised Learning for Driver Distraction Detection: A Comparative Study with Traditional Supervised Models
The Association for the Advancement of Artificial Intelligencegeneral

Self-Supervised Learning for Driver Distraction Detection: A Comparative Study with Traditional Supervised Models

<a href="https://news.google.com/rss/articles/CBMiaEFVX3lxTE1YNVhpcEtQcDBPanlsQzNKUDlNR0xVeHdaWjhzZndXbl9xT3JnVUlKcGhNeEg4QTF0Q1k3bUZxTW82Ung5ejVxakNCSkFLMTRfaG1uU0tJbFpoZExLS2hTOUJtYmE3dFVQ?oc=5" target="_blank">Self-Supervised Learning for Driver Distraction Detection: A Comparative Study with Traditional Supervised Models</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Semantic-guided edge enhancement for graph self-supervised learning in network intrusion detection
Naturegeneral

Semantic-guided edge enhancement for graph self-supervised learning in network intrusion detection

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5rV3EyMmNTY09BczFWcDdOSHBDUHlOTklNaXozMmk3MHFXVGRvRWFtWmNBWjVSc3lNOXpyVXVfeGZOcHVaZGh5b3VEbFA3Qk9LVWVUX09hUVhVaFJkU2VZ?oc=5" target="_blank">Semantic-guided edge enhancement for graph self-supervised learning in network intrusion detection</a>  <font color="#6f6f6f">Nature</font>

Self-supervised learning yields representational signatures of category-selective cortex
Naturegeneral

Self-supervised learning yields representational signatures of category-selective cortex

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE14Zm1GM1BqdTEtWUZZSktybXhYT1pHdmJPNEhQV0dieTkwSlpxWVBEQ3RyTFpFYzU4TnkyY0dWLVVxTTV1T25lQlkwNEduQ0hOM3JmcUNDNThvU29EYXc4?oc=5" target="_blank">Self-supervised learning yields representational signatures of category-selective cortex</a>  <font color="#6f6f6f">Nature</font>

Semantic-aware self-supervised learning using progressive sub-action regression for action quality assessment
Naturegeneral

Semantic-aware self-supervised learning using progressive sub-action regression for action quality assessment

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBvODhWMm5hQlMzd0tad3NNWWNjYnJBSjZwMWc2Slc1UUJFTVNFVFF2Y09LM2Z4OFJvR0RWUldWVnhheF80eXJFZmRvNzFBUlA4UnNoblJxUVhkZnhRVVZN?oc=5" target="_blank">Semantic-aware self-supervised learning using progressive sub-action regression for action quality assessment</a>  <font color="#6f6f6f">Nature</font>

A self-supervised machine learning pipeline for extracting information from live cell images at multiple doses and timepoints | Scientific Reports
Naturegeneral

A self-supervised machine learning pipeline for extracting information from live cell images at multiple doses and timepoints | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE8xX216bmlUVGpCam8wVzNRak9KZERkYk9mSHFNNDhUSUZFVW82U1o5WUQxNTFsU2JzNEloMTZGNXgtMzM1MHNnbDNYMlNLZjFUUDJfdy0xU2c5VUdZWTNV?oc=5" target="_blank">A self-supervised machine learning pipeline for extracting information from live cell images at multiple doses and timepoints | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

Self-supervised multi-resolution learning for label-agnostic morphology representation and clustering of semiconductor thin-film SEM defects
Naturegeneral

Self-supervised multi-resolution learning for label-agnostic morphology representation and clustering of semiconductor thin-film SEM defects

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE4wbmx5WXl5cGhYUXZJOHlMckpLQzVLLWppNzNQQjB2b0FIQThtcXlNZlVIUnNCVEw5TFh1SngzR3BIOE80YjdBZVZ0clktV2llRTQwT0lYdl9KSncyMW53?oc=5" target="_blank">Self-supervised multi-resolution learning for label-agnostic morphology representation and clustering of semiconductor thin-film SEM defects</a>  <font color="#6f6f6f">Nature</font>

PlantCLR: contrastive self-supervised pretraining for generalizable plant disease detection
Naturetech

PlantCLR: contrastive self-supervised pretraining for generalizable plant disease detection

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBpUGh3R3FwVWZhZDVBQjlnNEljb05xWHpMbll6dDZaQjdQbm1fSXREc3hwMjc0b2E0c3lNZVNDRmdJeHFOd0dYVkJaOGJjNzFvX3FnX25KOVlBVjE1R2NZ?oc=5" target="_blank">PlantCLR: contrastive self-supervised pretraining for generalizable plant disease detection</a>  <font color="#6f6f6f">Nature</font>

A novel dual-dimensional contrastive self-supervised learning-based framework for rolling bearing remaining useful life prediction
Naturetech

A novel dual-dimensional contrastive self-supervised learning-based framework for rolling bearing remaining useful life prediction

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1HT3FjSnhaMzVnZ2JESEJhWXR3eldZVGt3NGNXekV5dk5wbGNuSGs5OFFfOXQxdVZ1QjhJVERUaVVTR3dHRGZEOTFyN2dvWXdORTQtVXhLV01EeWRaWVUw?oc=5" target="_blank">A novel dual-dimensional contrastive self-supervised learning-based framework for rolling bearing remaining useful life prediction</a>  <font color="#6f6f6f">Nature</font>

Generalizable self-supervised learning for imaging flow cytometry on multi-dataset leukocyte differential
Naturegeneral

Generalizable self-supervised learning for imaging flow cytometry on multi-dataset leukocyte differential

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE80MWo4VGNRbzAtb3c2RVlJN3NJeGlEcU5jMDZ4cENCbXZWWVpmN2N2QndZUDB1ZGRnN1c1Tmtfc2dZaXdBLW5aeWNxaEdMUkh4VGxBblA2RU0tSHlUU18w?oc=5" target="_blank">Generalizable self-supervised learning for imaging flow cytometry on multi-dataset leukocyte differential</a>  <font color="#6f6f6f">Nature</font>

Toward robust automated cardiovascular arrhythmia detection using self-supervised learning and 1-dimensional vision transformers | Scientific Reports
Naturegeneral

Toward robust automated cardiovascular arrhythmia detection using self-supervised learning and 1-dimensional vision transformers | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE4tQkJHb3NWelpvR1dYSDJoSms2MWR3NldiM2N3YU1UbG5KeGdrd1F3eUlIeEVZUDlBMTZyWVJZeURTQnNQVlRzTFNINm9uYjlSeEhQSmotcUxqNnpBcnVN?oc=5" target="_blank">Toward robust automated cardiovascular arrhythmia detection using self-supervised learning and 1-dimensional vision transformers | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

Weakly supervised colorectal gland segmentation through self-supervised learning and attention-based pseudo-labeling
Naturegeneral

Weakly supervised colorectal gland segmentation through self-supervised learning and attention-based pseudo-labeling

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1CcFA2UjZMNnNqQWRicE56NmNZTkpTT3ZDdzktT2VQZzJBY05nbUhWMmNGOWotOWNaZVBZaHVOdTB6eWVwc0dYNWVKNVdpYXpyUlBRNVlQWUNma1gzZDVz?oc=5" target="_blank">Weakly supervised colorectal gland segmentation through self-supervised learning and attention-based pseudo-labeling</a>  <font color="#6f6f6f">Nature</font>

Skeleton motion topology-masked prediction and contrastive learning for self-supervised human action recognition
Naturegeneral

Skeleton motion topology-masked prediction and contrastive learning for self-supervised human action recognition

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9UUFZkOWFrNzZSbmdFMVFnY1Rtb2xfbEFGeURwbmdYYmJraU5nR25zWlR1WGJyY1JkQlNGeDFVeVplaEg4OGRzU3djekxYRHhmZXUtZFBMQUowUWNhLTNz?oc=5" target="_blank">Skeleton motion topology-masked prediction and contrastive learning for self-supervised human action recognition</a>  <font color="#6f6f6f">Nature</font>

A self-supervised learning method for detection of retinitis pigmentosa and Stargardt disease
Naturegeneral

A self-supervised learning method for detection of retinitis pigmentosa and Stargardt disease

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBFUXNnMnd5MF85VmNjSlVFa0VNamVWdnJVVkxrV2xQaGs2RjI3V0lURWk4cC1UNDdJSjgyNnlvU2dzU0RkU1ZiUV9kRXE1N2pJdFBVRzRpVUh1cW1qcmIw?oc=5" target="_blank">A self-supervised learning method for detection of retinitis pigmentosa and Stargardt disease</a>  <font color="#6f6f6f">Nature</font>

Self-supervised learning on graphs predicts non-coding RNA and disease associations
Naturegeneral

Self-supervised learning on graphs predicts non-coding RNA and disease associations

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE0xVUZhdEpfWGJKRnZDT3poZEdVNjdMQ2VNQm9JendGVUxVOHZyQkRoMDJRV2o1MHVkb1VUM3NmdXJSYkE5d1ZvSkxfX3JYYlRYbllNVnQxV1dPRGhoUTB3?oc=5" target="_blank">Self-supervised learning on graphs predicts non-coding RNA and disease associations</a>  <font color="#6f6f6f">Nature</font>

Network-aware self-supervised learning enables high-content phenotypic screening for genetic modifiers of neuronal activity dynamics
Naturegeneral

Network-aware self-supervised learning enables high-content phenotypic screening for genetic modifiers of neuronal activity dynamics

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5HYXNqak44OVdPc2l3NllkcWI4aTZEdHIxTTE3QTlxNzE4Z0NMRDFtSmRPUmV5Ulp4aFRRWkJqU1QxNjBXMm1sc0NqZm5wZU9wTU9Yb2lyb2hZUWRXUElN?oc=5" target="_blank">Network-aware self-supervised learning enables high-content phenotypic screening for genetic modifiers of neuronal activity dynamics</a>  <font color="#6f6f6f">Nature</font>

Time-Series Anomaly Detection with Graph-Based Self-Supervised Learning and Foundation Models: Towards Real-World Applications
The Association for the Advancement of Artificial Intelligenceworld

Time-Series Anomaly Detection with Graph-Based Self-Supervised Learning and Foundation Models: Towards Real-World Applications

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE94bGtmdFJIaFlRV3lFZUV3Umc5amRsYXJDamRZa1B3dHpsc0RvclZvbGlpb0dXOG9qTGZsTFZHdTc0ZHhyek1zbFZGYWJWN3RSMFQxc2ZleDRsdjd1WnNpOFVZWTY?oc=5" target="_blank">Time-Series Anomaly Detection with Graph-Based Self-Supervised Learning and Foundation Models: Towards Real-World Applications</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

CASL: Curvature-Augmented Self-supervised Learning for 3D Anomaly Detection
The Association for the Advancement of Artificial Intelligencegeneral

CASL: Curvature-Augmented Self-supervised Learning for 3D Anomaly Detection

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE9UNGxFZUx3Sjh0WFBsNXpETTgwRmZqSjVuWS02M1FHUUZENFZSVlg5b1pkb1gwU2RxZm5XZERDV0g1S3Z0aUZZdVJHNzdjUkJITEpHWnBZR2Z4QVFfQW1GZFc1eS0?oc=5" target="_blank">CASL: Curvature-Augmented Self-supervised Learning for 3D Anomaly Detection</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Self-Supervised Learning Based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation | Proceedings of the AAAI Conference on Artificial Intelligence
The Association for the Advancement of Artificial Intelligencetech

Self-Supervised Learning Based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation | Proceedings of the AAAI Conference on Artificial Intelligence

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFA1R2g4U2wzS0ViMkp6bFRlNW1CbmpLUkdJbG1nUEgtajJIRDJJVVRYZFc4TGpIZk9YNWdNckdWQzdqQXBHdDUzU1pfNFBja3NEVWxNRF9vT1d2bm1XOEVYOGdrLWk?oc=5" target="_blank">Self-Supervised Learning Based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation | Proceedings of the AAAI Conference on Artificial Intelligence</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

DOS: Distilling Observable Softmaps of Zipfian Prototypes for Self-Supervised Point Representation
The Association for the Advancement of Artificial Intelligencegeneral

DOS: Distilling Observable Softmaps of Zipfian Prototypes for Self-Supervised Point Representation

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1taW44LVZUa1ZUbnBZM28xVWV2MlVBWTdfTkdQY0V6U19tTEVQVnJyZHBpQjMyVTJ3OV9iTEI3UGVrUS1GcHVmNjFxY05UWkgwanRFM25xR2diZzJXSl9NR3d5a3g?oc=5" target="_blank">DOS: Distilling Observable Softmaps of Zipfian Prototypes for Self-Supervised Point Representation</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

Self-supervised cross frame-rate event-frame depth learning without ground truth
Natureworld

Self-supervised cross frame-rate event-frame depth learning without ground truth

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE50ZlgtY3NOVHpYNlJKZ1htUWdkUzdfazJHWEl5Ni1NMzFvMlgxcGdsbWJPU1ZHN1N1V3VubWt4NkFvQUxnMFhxLXVNOGtMaU1adEJ5RzR5cW13VEQ3ZXJV?oc=5" target="_blank">Self-supervised cross frame-rate event-frame depth learning without ground truth</a>  <font color="#6f6f6f">Nature</font>

From pretraining to privacy: federated ultrasound foundation model with self-supervised learning | npj Digital Medicine
Naturetech

From pretraining to privacy: federated ultrasound foundation model with self-supervised learning | npj Digital Medicine

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9zR2JweldQV0hfdm01R2Q5Si1qaTNrWnZ5TjVfSlZUQ1B0Y01CT2RDdkpBOGNZVHh6QmprUnlKOFpHa2xwbzRSai1kYlhGRnV3T01pT3dLWlVxTVRJUFVV?oc=5" target="_blank">From pretraining to privacy: federated ultrasound foundation model with self-supervised learning | npj Digital Medicine</a>  <font color="#6f6f6f">Nature</font>

A Self-Supervised Machine Learning Approach for the Estimation of Open-Circuit Voltage Degradation in Photovoltaic Systems
Wiley Online Librarytech

A Self-Supervised Machine Learning Approach for the Estimation of Open-Circuit Voltage Degradation in Photovoltaic Systems

<a href="https://news.google.com/rss/articles/CBMiakFVX3lxTE9GdWdQMzBPazI2czBtZ0U2N0huWlByVWN4S243enZyRGl6MjhsMEhCUTVXSDllMTBOSEx3WDZHMmZZSG81a3JLVFRKcEpoQ3VvS1JlYjlEdlRIMEhFWThSbzRfLU9uVHdkS1E?oc=5" target="_blank">A Self-Supervised Machine Learning Approach for the Estimation of Open-Circuit Voltage Degradation in Photovoltaic Systems</a>  <font color="#6f6f6f">Wiley Online Library</font>

DINOcular: Self-Supervised Visuospatial Representations
alphaXivgeneral

DINOcular: Self-Supervised Visuospatial Representations

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE5yQkF5QkdKVk80ZTYxWlV5WjZyTFNURV90TG80WFZDbWFOWENpUHhSMXlpaGM0VXp3V1h6Wnd5cGlncmgyc1BuR3JzeTk0MEFu?oc=5" target="_blank">DINOcular: Self-Supervised Visuospatial Representations</a>  <font color="#6f6f6f">alphaXiv</font>

Self-supervised learning with a contrastive VideoMoCo framework for Saudi Arabic sign language recognition using 3D convolutional networks
Naturegeneral

Self-supervised learning with a contrastive VideoMoCo framework for Saudi Arabic sign language recognition using 3D convolutional networks

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE40aVBfY3RZc3c4a3N3bzUzQ3cwdENsZnp4RGRuci1CY0tySHZubU9UUW9zYzVuSDVyU0FTYVVsN20yekF3LXhuVi1qZmNDbXViQklmRVdSVHRnZE5vTWd3?oc=5" target="_blank">Self-supervised learning with a contrastive VideoMoCo framework for Saudi Arabic sign language recognition using 3D convolutional networks</a>  <font color="#6f6f6f">Nature</font>

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