Machine Learning articles for Tsinghua University, China

Time frame: 1 June 2025 - 30 May 2026

View topic

Count: 58

Article ‘Count’ for Machine Learning.

Journal Count Share
2 0.93
Reconfigurable Dual-Terminal WSe2/h-BN p-n Photodetectors for In-Sensor Red-Green-Blue Convolution and Motion Detection 0.43
Ultrasensitive 2D Vermiculite Inorganic Liquid Crystals for Nonlinear Optical Activation 0.50
1 0.03
Multifunctional Neuromorphic Vision Enabled by Photo‐Regulated Radical 0.03
1 0.08
Information-Guided Fusion of Multimodal Vibrational Spectroscopy for Disease Diagnosis Based on Symbiotic Attention Decoupled Contrastive Learning 0.08
3 2.17
Real-time proactive control of cascading failures in integrated electricity–gas systems based on a privacy-preserving physics informed deep operator surrogate model 1.00
Robust deep reinforcement learning for inverter-based volt-var control in partially observable distribution networks 0.67
Short-term voltage stability emergency control strategy pre-formulation for massive operating scenarios via adversarial reinforcement learning 0.50
1 0.03
Development of non-spatial grid-like neural codes tracks inference and intelligence 0.03
1 0.92
Physics-constrained neural network for chiller guided by reverse Carnot cycle analogy model with extrapolation ability 0.92
1 0.50
An Interpretable Weather Forecasting Model With Separately‐Learned Dynamics and Physics Neural Networks 0.50
17 6.91
DRARL: Disengagement-Reason-Augmented Reinforcement Learning for Efficient Improvement of Autonomous Driving Policy 0.81
DPR-Splat: Depth and Pose Refinement with Sparse-View 3D Gaussian Splatting for Novel View Synthesis 0.20
TEM3-Learning: Time-Efficient Multimodal Multi-Task Learning for Advanced Assistive Driving 0.45
MoE-Loco: Mixture of Experts for Multitask Locomotion 0.38
Annotation-Free Curb Detection Leveraging Altitude Difference Image 0.17
Lifelong Morphology Learning for Deformable Embodied Agents 0.20
ARC: Robots Adaptive Risk-aware Robust Control via Distributional Reinforcement Learning 0.75
Distributional Decision Transformer: Risk-Sensitive Offline RL via Quantile-Based Critics and Stochastic Return 1.00
Robust Deep Reinforcement Learning in Robotics via Adaptive Gradient-Masked Adversarial Attacks 0.09
Multi-UAV Formation Control with Static and Dynamic Obstacle Avoidance via Reinforcement Learning 0.95
Robust and High-Fidelity 3D Gaussian Splatting: Fusing Pose Priors and Geometry Constraints for Texture-Deficient Outdoor Scenes 0.31
TeX-NeRF: Neural Radiance Fields for Novel HADAR View Synthesis 0.13
Transferable Latent-To-Latent Locomotion Policy for Efficient and Versatile Motion Control of Diverse Legged Robots 0.71
GaussianPU: Color Point Cloud Upsampling via 3D Gaussian Splatting 0.14
RA-DP: Rapid Adaptive Diffusion Policy for Training-Free High-frequency Robotics Replanning 0.20
Real-World Offline Reinforcement Learning from Vision Language Model Feedback 0.17
TerraX: Visual Terrain Classification Enhanced by Vision-Language Models 0.25
1 0.02
Long-range white-matter pathways enable efficient spontaneous neural activity propagation in the human brain 0.02
22 6.68
Homeostatic dendritic neuron based on co-integrated volatile and non-volatile memristors for neuromorphic processing 0.19
A non-invasive end-to-end intelligent assistance system for breast ultrasound 0.01
Single-neuron network topology governs neural computation and learning in primate cortex 0.29
NEOSTI - a neuromorphic electronic-opto spatial-temporal hybrid image sensor 0.92
Directional dynamics in the entorhinal cortex of male mice driven by behavioral constraints 0.21
Understanding pre-training data effects in retinal foundation models using two large fundus cohorts 0.08
Auditing unauthorized training data from AI generated content using information isotopes 0.37
Ultrafast visual perception beyond human capabilities enabled by motion analysis using synaptic transistors 0.09
Homogeneous integration of two-dimensional material-based optoelectronic neurons and ferroelectric synapses for neuromorphic vision 0.29
Hierarchical maturation of structural brain connectomes from birth to childhood 0.00
Model-agnostic linear-memory online learning in spiking neural networks 0.04
In-memory analog computing for non-negative matrix factorization 0.02
Privacy-preserving collaborative battery fault warning for massive electric vehicles by heterogeneous data from charging stations 0.07
Mammo-AGE: deep learning estimation of breast age from mammograms 0.07
A lung CT vision foundation model facilitating disease diagnosis and medical imaging 0.61
Hundred-layer photonic deep learning 1.00
Generative discovery of partial differential equations by learning from math handbooks 0.06
Automatic network structure discovery of physics informed neural networks via knowledge distillation 0.14
Modeling macroscopic brain dynamics with brain-inspired computing architecture 0.30
Adaptive spatial-temporal information processing based on in-memory attention-inspired devices 0.97
A data-to-forecast machine learning system for global weather 0.05
Mitigating data bias and ensuring reliable evaluation of AI models with shortcut hull learning 0.90
1 0.82
Unsupervised transfer learning enables multi-animal tracking without training annotation 0.82
1 0.05
Human hippocampal ripples coordinate planning sequences and compositional representations in neocortex 0.05
3 0.74
Identification of an engram ensemble mediating memory forgetting in the dentate gyrus 0.66
Human hippocampal ripples align new experiences with a grid-like schema 0.06
Dissecting human cortical similarity networks across the lifespan 0.01
1 0.43
All-optical synthesis chip for large-scale intelligent semantic vision generation 0.43
2 0.92
Privacy-preserving data analysis using a memristor chip with colocated authentication and processing 0.50
Memristive floating-point Fourier neural operator network for efficient scientific modeling 0.42

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