Machine Learning articles for Germany

Time frame: 1 May 2025 - 30 April 2026

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Count: 69

Article ‘Count’ for Machine Learning.

Journal Count Share
1 0.13
Artificial Refractory Neuron Based on Cs2AgBiBr6 Nanoionic Memristor for Efficient Motion Information Processing 0.13
1 0.43
Machine Learning Predicts Adequacy of Rapid On-site Evaluation in Fine Needle Aspirations in Lung Cancer Cytology 0.43
1 0.70
Bridging Spectral Gaps: Cross-Device Model Generalization in Blood-Based Infrared Spectroscopy 0.70
2 1.61
Leveraging the capabilities of physics-informed neural networks for channel optimization in PEM fuel cells 1.00
A novel multivariable prognostic approach for PEMFC degradation and remaining useful life prediction using random forest and temporal convolutional network 0.61
1 1.00
Personalizing explanations in AI-based decisions: The effects of personalization and (Mis)aligning with individual preferences 1.00
1 1.00
Cognitive ethology of nest building in a shell-dwelling cichlid 1.00
1 0.08
An enhanced algorithm for cell-level anomaly segmentation in photovoltaic solar panels using electroluminescence imaging 0.08
1 1.00
MoreFit 1.00
19 14.00
KGN-Pro: Keypoint-Based Grasp Prediction through Probabilistic 2D-3D Correspondence Learning 0.20
FruitNeRF++: A Generalized Multi-Fruit Counting Method Utilizing Contrastive Learning and Neural Radiance Fields 1.00
Motivational Cognitive Maps Allow Robot Biomimetic Autonomy 0.10
Awakening Facial Emotional Expressions in Human-Robot 0.13
Refined Policy Distillation: From VLA Generalists to RL Experts 1.00
Improving 6D Object Pose Estimation of Metallic Household and Industry Objects 1.00
Multitask Reinforcement Learning for Quadcopter Attitude Stabilization and Tracking using Graph Policy 0.33
Context-Aware Deep Lagrangian Networks for Model Predictive Control 1.00
Label-Efficient LiDAR Panoptic Segmentation 1.00
Knowledge Distillation for Semantic Segmentation: A Label Space Unification Approach 1.00
Diverse and Adaptive Behavior Curriculum for Autonomous Driving: A Student-Teacher Framework with Multi-Agent RL 1.00
GIANT - Global Path Integration and Attentive Graph Networks for Multi-Agent Trajectory Planning 0.33
Disentangling Uncertainty for Safe Social Navigation using Deep Reinforcement Learning 0.88
Class-Aware PillarMix: Can Mixed Sample Data Augmentation Enhance 3D Object Detection with Radar Point Clouds? 1.00
Estimating Continuum Robot Shape under External Loading using spatiotemporal Neural Networks 0.20
Demonstration-Enhanced Adaptable Multi-Objective Robot Navigation 1.00
Label-Efficient LiDAR Semantic Segmentation with 2D-3D Vision Transformer Adapters 1.00
JENGA: Object selection and pose estimation for robotic grasping from a stack 1.00
FlowNav: Combining Flow Matching and Depth Priors for Efficient Navigation 0.83
2 1.60
The Emergence of New Schema Memory Requires Sleep 1.00
Hippocampal ripples during offline periods predict human motor sequence learning 0.60
2 0.11
Comparative and complementary diagnostic value of dermatoscopy and clinical close-up photography in skin cancer diagnosis: A study from the MILK10k dataset 0.03
Reflectance confocal microscopy terminology for non-melanocytic skin lesions: A Delphi consensus of experts 0.08
1 0.93
Distinct neuronal populations in the human brain combine content and context 0.93
17 6.99
International testing and refinement of AI algorithms predicting acute leukemia subtypes from routine laboratory data 0.27
Large reasoning models are autonomous jailbreak agents 0.33
Machine learning for microscopy data analytics targeting real-time optical characterization of semiconductor nanocrystals 0.18
Gradient descent in materia through homodyne gradient extraction 0.21
Entorhinal grid-like codes for visual space during memory formation 0.19
Pathologist-like explainable AI for interpretable Gleason grading in prostate cancer 0.50
Predictive Coding Light 0.13
Flexynesis: A deep learning toolkit for bulk multi-omics data integration for precision oncology and beyond 1.00
DelGrad: exact event-based gradients for training delays and weights on spiking neuromorphic hardware 0.38
HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer 0.56
A multimodal dataset for precision oncology in head and neck cancer 1.00
A neuromorphic processor with on-chip learning for beyond-CMOS device integration 0.13
Movie-watching evokes ripple-like activity within events and at event boundaries 0.20
Predictive goal coding by dentate gyrus somatostatin-expressing interneurons in male mice 1.00
GraftIQ: Hybrid multi-class neural network integrating clinical insight for multi-outcome prediction in liver transplant recipients 0.08
Generating dermatopathology reports from gigapixel whole slide images with HistoGPT 0.50
Lightweight deep learning for real-time road distress detection on mobile devices 0.33
1 0.07
Unattended working memory items are coded by persistent activity in human medial temporal lobe neurons 0.07
1 0.96
An agentic framework for autonomous scientific discovery in cancer pathology 0.96
2 1.28
Deep Imputation for Skeleton data (DISK) for behavioral science 0.33
Jaxley: differentiable simulation enables large-scale training of detailed biophysical models of neural dynamics 0.95
3 1.89
The dentate gyrus efficiently converges LEC and MEC inputs into multimodal, highly specific and reliable environmental representations 1.00
Infinite hidden Markov models can dissect the complexities of learning 0.11
Grid cells accurately track movement during path integration-based navigation despite switching reference frames 0.79
2 1.50
Action information is integrated into entorhinal representations of conceptual space and is reflected in eye movements 0.50
Foveal neurons of the monkey superior colliculus signal trans-saccadic prediction errors 1.00
1 0.14
Fisher Information Flow in Artificial Neural Networks 0.14
2 1.25
Deep reinforcement learning control unlocks enhanced heat transfer in turbulent convection 1.00
Unilateral incentive alignment in two-agent stochastic games 0.25
3 0.49
Head-direction cells as a neural compass in bats navigating outdoors on a remote oceanic island 0.08
Visual objects refine head direction coding 0.34
Global earthquake detection and warning using Android phones 0.07
4 1.12
ArchesWeatherGen: Skillful and compute-efficient probabilistic weather forecasting with machine learning 0.20
Steering semi-flexible molecular diffusion model for structure-based drug design with reinforcement learning 0.11
High-order expansion of neural ordinary differential equation flows 0.25
Path integration impairments reveal early cognitive changes in subjective cognitive decline 0.56

Numerical information only (in the tables above) is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International.