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Weighted Sampled Split Learning (WSSL): Balancing Privacy, Robustness, and Fairness in Distributed Learning Environments

2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS), 2023, p.443-450

2023

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IEEE_Xplore

Professors' Informal Learning in their Workplace: The Case of Nepali University

Qualitative report, 2024-04, Vol.29 (4), p.1173-1191

2024

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A Review of Machine Learning Methods Applied to Video Analysis Systems

2023 57th Asilomar Conference on Signals, Systems, and Computers, 2023, p.1161-1165

2023

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IEEE_Xplore

Impact of interactive learning elements on personal learning performance in immersive virtual reality for construction safety training

Expert systems with applications, 2024-10, Vol.251, Article 124099

2024

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Fuzzy Machine Learning: A Comprehensive Framework and Systematic Review

IEEE transactions on fuzzy systems, 2024-04, p.1-18

2024

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Unsupervised Graph Transformer With Augmentation-Free Contrastive Learning

IEEE transactions on knowledge and data engineering, 2024-04, p.1-12

2024

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IEEE_Xplore

Pupal and Adult Experience Affect Adult Response to Food Odour Components in the Flower-Visiting Butterfly Tirumala limniace

Insects (Basel, Switzerland), 2024-03, Vol.15 (4), p.231

2024

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SLMFed: A Stage-Based and Layerwise Mechanism for Incremental Federated Learning to Assist Dynamic and Ubiquitous IoT

IEEE internet of things journal, 2024-05, Vol.11 (9), p.16364-16381

2024

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IEEE_Xplore

MirrorCampus: A Synchronous Hybrid Learning Environment That Supports Spatial Localization of Learners for Facilitating Discussion-Oriented Behaviors

Multimodal technologies and interaction, 2024-04, Vol.8 (4), p.31

2024

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Multi-source domain transfer learning with small sample learning for thermal runaway diagnosis of lithium-ion battery

Applied energy, 2024-07, Vol.365, Article 123248

2024

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Two-stage sampling with predicted distribution changes in federated semi-supervised learning

Knowledge-based systems, 2024-07, Vol.295, Article 111822

2024

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Learning Representations for Multi-Lead Electrocardiograms from Morphology-Rhythm Contrast

IEEE transactions on instrumentation and measurement, 2024-02, p.1-1

2024

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IEEE_Xplore

Berufliche Weiterbildung im Kontext der digitalen Transformation. Digitale Methoden und Medienformate zur Gestaltung beruflicher Bildungsinhalte

2023

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A Survey of Offline- and Online-Learning-Based Algorithms for Multirotor Uavs

Drones (Basel), 2024-03, Vol.8 (4), p.116

2024

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Mirrored X-Net: Joint classification and contrastive learning for weakly supervised GA segmentation in SD-OCT

Pattern recognition, 2024-09, Vol.153, Article 110507

2024

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Learning Optimal Strategies for Temporal Tasks in Stochastic Games

IEEE transactions on automatic control, 2024-04, p.1-16

2024

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IEEE_Xplore

Assessing improvements in global ocean pCO.sub.2 machine learning reconstructions with Southern Ocean autonomous sampling

Biogeosciences, 2024-04, Vol.21 (8), p.2159

2024

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Distributional Policy Gradient With Distributional Value Function

IEEE transaction on neural networks and learning systems, 2024-04, Vol.PP, p.1-13

2024

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IEEE_Xplore

How teachers support secondary school students to become self-regulated learners in technology-enhanced language learning

System (Linköping), 2024-07, Vol.123, Article 103313

2024

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GOAL SETTING AND GOAL ORIENTATION AS PREDICTORS OF LEARNING SATISFACTION AND ONLINE LEARNING BEHAVIOR IN HIGHER EDUCATION BLENDED COURSES

Studia paedagogica (Brno), 2023-01, Vol.28 (3), p.39-58

2023

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Mixed experience sampling for off-policy reinforcement learning

Expert systems with applications, 2024-10, Vol.251, Article 124017

2024

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MLR-SimSiam: A Contrastive Pre-training Model based on Polarimetric Jittering and Mutual Learning Regularizer for PolSAR Image Classification

IEEE geoscience and remote sensing letters, 2024-04, p.1-1

2024

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IEEE_Xplore

Transferring Deep Models for Cloud Detection in Multi-Sensor Images via Weakly Supervised Learning

IEEE transactions on geoscience and remote sensing, 2024-02, p.1-1

2024

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IEEE_Xplore

Fine-grained Recognition with Learnable Semantic Data Augmentation

IEEE transactions on image processing, 2024, Vol.33, p.1-1

2024

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IEEE_Xplore

Sequence basis of transcription initiation in the human genome

Science (American Association for the Advancement of Science), 2024-04, Vol.384 (6694), p.eadj0116-eadj0116

2024

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Weighted Sampled Split Learning (WSSL): Balancing Privacy, Robustness, and Fairness in Distributed Learning Environments

Professors' Informal Learning in their Workplace: The Case of Nepali University

A Review of Machine Learning Methods Applied to Video Analysis Systems

Impact of interactive learning elements on personal learning performance in immersive virtual reality for construction safety training

Fuzzy Machine Learning: A Comprehensive Framework and Systematic Review

Unsupervised Graph Transformer With Augmentation-Free Contrastive Learning

Pupal and Adult Experience Affect Adult Response to Food Odour Components in the Flower-Visiting Butterfly Tirumala limniace

SLMFed: A Stage-Based and Layerwise Mechanism for Incremental Federated Learning to Assist Dynamic and Ubiquitous IoT

MirrorCampus: A Synchronous Hybrid Learning Environment That Supports Spatial Localization of Learners for Facilitating Discussion-Oriented Behaviors

Multi-source domain transfer learning with small sample learning for thermal runaway diagnosis of lithium-ion battery

Two-stage sampling with predicted distribution changes in federated semi-supervised learning

Learning Representations for Multi-Lead Electrocardiograms from Morphology-Rhythm Contrast

Berufliche Weiterbildung im Kontext der digitalen Transformation. Digitale Methoden und Medienformate zur Gestaltung beruflicher Bildungsinhalte

A Survey of Offline- and Online-Learning-Based Algorithms for Multirotor Uavs

Mirrored X-Net: Joint classification and contrastive learning for weakly supervised GA segmentation in SD-OCT

Learning Optimal Strategies for Temporal Tasks in Stochastic Games

Assessing improvements in global ocean pCO.sub.2 machine learning reconstructions with Southern Ocean autonomous sampling

Distributional Policy Gradient With Distributional Value Function

How teachers support secondary school students to become self-regulated learners in technology-enhanced language learning

GOAL SETTING AND GOAL ORIENTATION AS PREDICTORS OF LEARNING SATISFACTION AND ONLINE LEARNING BEHAVIOR IN HIGHER EDUCATION BLENDED COURSES

Mixed experience sampling for off-policy reinforcement learning

MLR-SimSiam: A Contrastive Pre-training Model based on Polarimetric Jittering and Mutual Learning Regularizer for PolSAR Image Classification

Transferring Deep Models for Cloud Detection in Multi-Sensor Images via Weakly Supervised Learning

Fine-grained Recognition with Learnable Semantic Data Augmentation

Sequence basis of transcription initiation in the human genome

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