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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Prototype-oriented class-" (30 stories)

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Prototype-oriented contrastive mean-teacher for unsupervised domain adaptive object detection
Lead StoryNaturetech
Mar 27

Prototype-oriented contrastive mean-teacher for unsupervised domain adaptive object detection

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9vd01kQjlFVXBIMXE3Znk2TjdTMllfa3ZuM0JtQVZzSlJuRHJabzFiM3pBbmVjQm9mbm9vQV9jR0VybU9nMEtTaGI4Vm4xX09xWHhtd052YUNhaktYdDVN?oc=5" target="_blank">Prototype-oriented contrastive mean-teacher for unsupervised domain adaptive object detection</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Prototype-oriented class-"

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CIP-Net: Continual Interpretable Prototype-based Network
The Association for the Advancement of Artificial Intelligencegeneral

CIP-Net: Continual Interpretable Prototype-based Network

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE5UTEV1S2NqdEFfVzZfS3MydFRHOHhuQXNVR2Vfa0EyY241dlZTOC14Z0JYMXJXQkVORnhyaGw2TlZWVm81Njh6Wmo2bmRCVkQ2UHNzdWpiWlEtUUQwY19KdFFtSnM?oc=5" target="_blank">CIP-Net: Continual Interpretable Prototype-based Network</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Beyond Points: Spherical Distributional Part Prototypes for Interpretable Classification
alphaXivgeneral

Beyond Points: Spherical Distributional Part Prototypes for Interpretable Classification

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE1oWTVydFNyY2k0cGowazFHNXVqRnRwUU5NVnBGUlFYTGtvdDQtODNWdVdERnAxTXd0MnYtZzd2SXktZnZFVXhYdkliNGRMZmJE?oc=5" target="_blank">Beyond Points: Spherical Distributional Part Prototypes for Interpretable Classification</a>  <font color="#6f6f6f">alphaXiv</font>

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Prototypical graph based deep label propagation with semantic augmentation for cross-subject and cross-session EEG emotion recognition
Frontiersgeneral

Prototypical graph based deep label propagation with semantic augmentation for cross-subject and cross-session EEG emotion recognition

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxPaXludTBFX1MzenN5Sjh5V3hPbmJZLW9xS2hoQ3BqM0dvV3Fub3p5VDhobkcyZHlqRHNZVnZXX3lXUDV1Zm9sTF9nRXNpcjhpZ1duMWgya3paVHBMbl9Bd2MxZDdlaVJ4OVZ5Q3VIb1BxMmxPZnBoRFlUdE9vUXIxLXFtWUliTFRfQmFicXVBblZlUGxh?oc=5" target="_blank">Prototypical graph based deep label propagation with semantic augmentation for cross-subject and cross-session EEG emotion recognition</a>  <font color="#6f6f6f">Frontiers</font>

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Prototype-oriented class-conditional clustering transport for unsupervised domain adaptation
Naturetech

Prototype-oriented class-conditional clustering transport for unsupervised domain adaptation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1GeS15YlotNmpWWEk4Uk44aHFVTUJBZEp2cXFXenRneEFmSkY4cFdhTG5ESTFiZ3B2dUhBYzgzUWZEYVo2amUtUGtLTDA3bDNOUGE1TTlnUG15bGZBRnQ4?oc=5" target="_blank">Prototype-oriented class-conditional clustering transport for unsupervised domain adaptation</a>  <font color="#6f6f6f">Nature</font>

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Prototype-Driven Active Domain Adaptation with Density Consideration
The Association for the Advancement of Artificial Intelligencetech

Prototype-Driven Active Domain Adaptation with Density Consideration

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1qME9LRzNRbG40Wl9hOUlhZDdIakNjUlljNU1xUUlZbmxyMS1WZzBnNExhSUVCbGItVGN3aTVQNW9vVnYteDg1bTZFYnZwVFRrMXZTa281LV9JWlRwa295UnRUUmY?oc=5" target="_blank">Prototype-Driven Active Domain Adaptation with Density Consideration</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Adaptive example selection for prototype based explainable mitosis detection in digital pathology | Scientific Reports
Naturetech

Adaptive example selection for prototype based explainable mitosis detection in digital pathology | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFA5VkZJUS0tdmhEa3B1NnVrT2oxVFB6Vk15TDRWSGI4Q1Y2SklaXzgwWGxoQ0NDNEwyVlA2bmhGVjNZWHRrMWRyX3l5ZHJFRnFLT2hDTFR5ZlRIRWNGWnFv?oc=5" target="_blank">Adaptive example selection for prototype based explainable mitosis detection in digital pathology | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Intra-Class Unbiased Prototype Aggregation and Classifier Collaboration for Personalized Federated Learning
The Association for the Advancement of Artificial Intelligencemarkets

Intra-Class Unbiased Prototype Aggregation and Classifier Collaboration for Personalized Federated Learning

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE11LVdNOHptTEZudVZ5aElfemZSeFdUekdsZEVBVC1reEN0Y1hMZDhzYy04ZllHanBBVlp4TTNNWk1ucVJjalpuc05NV0ppV2xNb19DcGZqWmttMUZweGtmQjV0UDM?oc=5" target="_blank">Intra-Class Unbiased Prototype Aggregation and Classifier Collaboration for Personalized Federated Learning</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Few-shot prototype adaptation for generalizable electromyography gesture recognition | Scientific Reports
Naturegeneral

Few-shot prototype adaptation for generalizable electromyography gesture recognition | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1nZ3lRMHVyamZtRGN5eV9DME1VaWh2cVhxNllMM0NfcHllejg4alZmSk1MSC1EeVZvQWpsbXFTczFQNmg4YWF0ODJOdlNfQXNpU3NHLTlROUdtTWhXc01F?oc=5" target="_blank">Few-shot prototype adaptation for generalizable electromyography gesture recognition | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Communication-Efficient Heterogeneous Federated Learning with Sparse Prototypes in Resource-Constrained Environments
The Association for the Advancement of Artificial Intelligencetech

Communication-Efficient Heterogeneous Federated Learning with Sparse Prototypes in Resource-Constrained Environments

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE9jQkh2Z2tER0p1QldhVWoxXzQyU0M4UzVFMzMzdHUtNXhRRC1ZbkFVb3dGMXk3ZTJieDYydmxTTzB3dEJ4V28tX3lFUlZtWDh5cHEzMklaeWhkbjdJQlZRT2hMaFI?oc=5" target="_blank">Communication-Efficient Heterogeneous Federated Learning with Sparse Prototypes in Resource-Constrained Environments</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Structure-aware generalization for heterogeneous histopathology via prototype-based multiple instance learning
Naturegeneral

Structure-aware generalization for heterogeneous histopathology via prototype-based multiple instance learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFAyelNNdUhrZnpTV0xRb1JTbURGcXpLTGliemE0ZDhmQ1EyenVEaXNjX1pUS2pJQk9YV1FYeHRQVkJjcUx2X2V1cVJVSFR4WmRRZWFXWkFUWEVYQlVZV0Q0?oc=5" target="_blank">Structure-aware generalization for heterogeneous histopathology via prototype-based multiple instance learning</a>  <font color="#6f6f6f">Nature</font>

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FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning
The Association for the Advancement of Artificial Intelligencemarkets

FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1ZdzRiUFNJUm92cHhzRGZ4V2x2RHM5aVo1MG9Kd1I5bHFYeXpWREt0M3JOZGVUeE5VbWdwYURoVGRSRDFPLV9DTHJXNkRlM0lEcFVQRUVsLWZHb21NVWloaWloNVE?oc=5" target="_blank">FedSA: A Unified Representation Learning via Semantic Anchors for Prototype-based Federated Learning</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Low-carbon supply chain logistics risk prediction using meta-learning-based graph convolutional network on prototype space | Scientific Reports
Naturetech

Low-carbon supply chain logistics risk prediction using meta-learning-based graph convolutional network on prototype space | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5SajNvUlRqaG5tbElGN1JDQzI3LXgtdHF1M0QtQ2hLc3F0WFJOLVlWNlVUUkhXNThFTllsdV9yMFlaTXZlT1ZJQVpGaV9pMkllVlJwRmNMb2U5X0tXQ01v?oc=5" target="_blank">Low-carbon supply chain logistics risk prediction using meta-learning-based graph convolutional network on prototype space | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Learning Together Securely: Prototype-Based Federated Multi-Modal Hashing for Safe and Efficient Multi-Modal Retrieval
The Association for the Advancement of Artificial Intelligencemarkets

Learning Together Securely: Prototype-Based Federated Multi-Modal Hashing for Safe and Efficient Multi-Modal Retrieval

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE8yLWhJUVY4dUpabDcyVlJobVpvNnZOdEcwdDA5X2xlaGd6UUsweFVrVTh1c3U5a0s5SlZybGlZbjh1WjI2Mm1wR1pTdk5FbXQ5Um1vTzQ1LUZEMHhQTmJpZ1Yzc1k?oc=5" target="_blank">Learning Together Securely: Prototype-Based Federated Multi-Modal Hashing for Safe and Efficient Multi-Modal Retrieval</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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On the interpretability of part-prototype based classifiers: a human centric analysis
Naturegeneral

On the interpretability of part-prototype based classifiers: a human centric analysis

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1ZekduVURfYWhqVTh2QzF2dlMtOWh3X3RtSjhlX3pINHJVYWhQeHFzdDFnVmwyNmYxaXJCWVE2R1dqT3pNRDZmbzJYSzRzbGJLLWdweTE2SXA3Vnd3T1ZN?oc=5" target="_blank">On the interpretability of part-prototype based classifiers: a human centric analysis</a>  <font color="#6f6f6f">Nature</font>

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Prototype based contrastive graph clustering network for reducing false negatives
Naturegeneral

Prototype based contrastive graph clustering network for reducing false negatives

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBGbUg2cGNOM2UtOHZPOWlKQnNQazJNaVhDN0txMjE1MUhXREZIWUxaelJ5ZVdObk4xUGF6ZU54TU9lT1FTYi1xRUR0al81bnRSTUQyVnAyRVJUcG96RkJV?oc=5" target="_blank">Prototype based contrastive graph clustering network for reducing false negatives</a>  <font color="#6f6f6f">Nature</font>

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Pseudo-class part prototype networks for interpretable breast cancer classification
Naturegeneral

Pseudo-class part prototype networks for interpretable breast cancer classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5ScnhYSldpUVJlMVFaVEpUUW13VUpzdEswU0d6MHk3UklGMURBWlRyTF9DSVVWZ3ozYU9iRU9TY3A3aGlWVEFyUVd6eE1PdWF3NnRoVVJCZUhpZk1wRk9j?oc=5" target="_blank">Pseudo-class part prototype networks for interpretable breast cancer classification</a>  <font color="#6f6f6f">Nature</font>

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P-ODN: Prototype-based Open Deep Network for Open Set Recognition
Naturegeneral

P-ODN: Prototype-based Open Deep Network for Open Set Recognition

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE53Rkt0TlBFV18wYnhEOUU4TzYxc0JLRzRQSkZ6bWhhcDdBSGxkS3VUX0lSTjk4d3V4b21YTFhNVGowQ196MlN5bDRJWHd1QXlCcmZESHRyOWR6cnJReEVz?oc=5" target="_blank">P-ODN: Prototype-based Open Deep Network for Open Set Recognition</a>  <font color="#6f6f6f">Nature</font>

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Fast prototype selection algorithm based on adjacent neighbourhood and boundary approximation
Naturepolitics

Fast prototype selection algorithm based on adjacent neighbourhood and boundary approximation

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1BZ1VSWTBWQzdpc3hPd3JaQ2V0blZ5aWJvVmNmSXViWThFcHIyTzBMN1I2Wkw0dy1yeHF0WVpuVEJMSkhPY1AzektZV25tRm9TVm41WEJod0Q2MU9jWGdR?oc=5" target="_blank">Fast prototype selection algorithm based on adjacent neighbourhood and boundary approximation</a>  <font color="#6f6f6f">Nature</font>

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Positive–negative prototypes fusion framework for open set recognition - Scientific Reports
Naturegeneral

Positive–negative prototypes fusion framework for open set recognition - Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE93N0pxQVRLWno0NHVYZ21uLS1MeEUxcEhsVG1UamZDU1pjTFEzeWN6OG5KMmp1SHQ5bnNrUmh0a3dPWDUwbmV2SEdEcjUwQ0VxTE5MX2ZIN1JWdFVMSUZV?oc=5" target="_blank">Positive–negative prototypes fusion framework for open set recognition - Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning
The Association for the Advancement of Artificial Intelligencegeneral

Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE1palJXUXJYUS0tc1lFWV8xLTV1SDNCa0J1dkhfdFJMY25pR1k1Qk5SWC1sTXY2MXZqZGxDTS1SVHhXSm50TFVRMk9hanhvV3hrdjlqU1ZOY21sOVZYRkRZZGh2clY?oc=5" target="_blank">Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Global prototype distillation for heterogeneous federated learning
Naturemarkets

Global prototype distillation for heterogeneous federated learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBpcFpNYUZrejJtem1WcjVfVC1QSnk3bTFKdmgxbEtjRGlTZE9XNTZBVVZ2WUZKamVqcjY2dlNXRW94NVNXM2xZcHVGOU5jQmdTVlMwMVZqb2kwTzF3TmVJ?oc=5" target="_blank">Global prototype distillation for heterogeneous federated learning</a>  <font color="#6f6f6f">Nature</font>

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FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning
The Association for the Advancement of Artificial Intelligencetech

FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTFBRd1kzb0tGMWZXREdsWFNQblBfVDY5NWRyN2U5WTNieFVOeU95d2lUYjZ4WDBTZjJ1RmlGWjBONXNVYVV4MHRGS2lINjhQSVN0RWpLVkRsdThsa1BIMjN5WkhMY2E?oc=5" target="_blank">FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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End-to-End Probabilistic Label-Specific Feature Learning for Multi-Label Classification
The Association for the Advancement of Artificial Intelligencegeneral

End-to-End Probabilistic Label-Specific Feature Learning for Multi-Label Classification

<a href="https://news.google.com/rss/articles/CBMiZEFVX3lxTE9IbmFpTHRvaUdXR1V0WXFtbDBFMDNYYUFvN2ExckJBQTh2RVFkaXNUaW1FSGhVa1NlTkZzbkg0T1hQaTV1bDFSLUtsUFNiMVBMSmFFNERQR0NaUjlSRU1NSXpkV2o?oc=5" target="_blank">End-to-End Probabilistic Label-Specific Feature Learning for Multi-Label Classification</a>  <font color="#6f6f6f">The Association for the Advancement of Artificial Intelligence</font>

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Exploration of an intrinsically explainable self-attention based model for prototype generation on single-channel EEG sleep stage classification | Scientific Reports
Naturetech

Exploration of an intrinsically explainable self-attention based model for prototype generation on single-channel EEG sleep stage classification | Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5DTXVjVW5vbm9wd0RXbURpTmNvVldPd0d5S0NCQzVyNFlaZWRKTGtJVGdHbXZRY2lsRFFaLTBGSVB1emxqTlRtNVJEVW8tbzJESWhpQ2NZNkdUb19fdGln?oc=5" target="_blank">Exploration of an intrinsically explainable self-attention based model for prototype generation on single-channel EEG sleep stage classification | Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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Object-oriented JavaScript: A Deep Dive into ES6 Classes
SitePointgeneral

Object-oriented JavaScript: A Deep Dive into ES6 Classes

<a href="https://news.google.com/rss/articles/CBMigAFBVV95cUxPR0hsREVFMXcwZ3U2dHRaQS1SUENmT0hycXYyZnZRUmhPNU9uWUVxMDNXRVhNYU9TT0Y4R1RqSjZXZFpMWVluSTN3QTVaeEpldmRWUTNiZnVmOGIyb0g2Zm00NENjQVNDRG9RQVJGQ3cwM2taOHgxMGVKUmN4V0hvSA?oc=5" target="_blank">Object-oriented JavaScript: A Deep Dive into ES6 Classes</a>  <font color="#6f6f6f">SitePoint</font>

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EfficientNet-CBAM-prototype: an attention-guided EfficientNet framework with dynamic prototype representation for tomato disease classification
Frontiersgeneral

EfficientNet-CBAM-prototype: an attention-guided EfficientNet framework with dynamic prototype representation for tomato disease classification

<a href="https://news.google.com/rss/articles/CBMilAFBVV95cUxObldvM1o0OTR4MHJScUo3TDZ2d3d1QjFMTTZUTW1kT1VwTWtrT28zcjdLeUpHaEg3bk1Qajk4U2dYY0FVNzFoek9ucUw3aXpSR0JLTGJSZHRZWDBoUmJJWTd2d0xFZzg0Wk1mWHJ1akVUMWNNdU1wRUZiWWF6bWRENkw5SWhBeWpIbEdGMHJCNnJkc194?oc=5" target="_blank">EfficientNet-CBAM-prototype: an attention-guided EfficientNet framework with dynamic prototype representation for tomato disease classification</a>  <font color="#6f6f6f">Frontiers</font>

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Class-incremental few-shot underwater object detection framework
Natureworld

Class-incremental few-shot underwater object detection framework

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE0yQ0diSkVBX0YwU0pHNVBEUjc5ZkJPWWpzMi1rTk9Zb2lOU3g5MXd3LWFmNm5SelUwMjB5LUdMRGkzdU5XYVNkWmtDaTVId2UtS2hwQmZ2YUt5SEktTFUw?oc=5" target="_blank">Class-incremental few-shot underwater object detection framework</a>  <font color="#6f6f6f">Nature</font>

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Multimodal prototypical network for interpretable sentiment classification
Naturegeneral

Multimodal prototypical network for interpretable sentiment classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1NSFJzdlpYYm9qZ1RzZnVteHh5RS02azI2NXZ4czNlN2RkWEZjbjdId1ZaXzA4LXduWGVZTFVkSTV6TE1idkRuajR4dldteUlWTjBsMFgtNDc2ZTRuZW5r?oc=5" target="_blank">Multimodal prototypical network for interpretable sentiment classification</a>  <font color="#6f6f6f">Nature</font>

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Project-based learning as a pedagogical shift in lab-oriented courses in higher education
Frontiersgeneral

Project-based learning as a pedagogical shift in lab-oriented courses in higher education

<a href="https://news.google.com/rss/articles/CBMikAFBVV95cUxNTGdidmZNckVldDAyOTVjbXZVczlSWF84Znd0NjYtYXFhQXNmMGxIYTAyMlRJTGtIX01NVm9IdS1QYXlKZHpseHNVMm5TcEZMRUEyV1hhTUh5RWVDN3lxWmZqa0pDQTZVR2I5OW5HRGIySThhWjNQaEV3bnRGTWdXdDZyb2hZSEI2ZmhOc3RTMVo?oc=5" target="_blank">Project-based learning as a pedagogical shift in lab-oriented courses in higher education</a>  <font color="#6f6f6f">Frontiers</font>

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"Prototype-oriented class-" — Live Google News Trends & Headlines