Physics-based simulation unlocks scaling laws for generalizable MRI reconstruction
1 version
XZ
Xiang Zhou
cs.CLcs.LGcs.NAmath.NAcs.AImath.PRmath.OCphysics.comp-phmath.DSstat.ML
On Valency
published · living versionsPreprints & journals
51 papers in the corpus · 1994–2026Association between Alzheimer's disease-related genes and neurodegenerative blood-based biomarkers in Indian adults.
0 citations
Iterative Neural Variational Solver of Committor Function in Under-damped Langevin Dynamics
0 citations
Entropy Production in Non-Gaussian Active Matter: A Unified Fluctuation Theorem and Deep Learning Framework.
3 citations
Unsupervised Learning-Derived Complex Metabolic Signatures Refine Cardiometabolic Risk.
6 citations
Approximation of functionals on Korobov spaces with Fourier Functional Networks.
2 citations
Probability Flow Approach to the Onsager--Machlup Functional for Jump-Diffusion Processes
6 citations
Critical Points, Stability, and Basins of Attraction of Three Kuramoto Oscillators with Isosceles Triangle Network
0 citations
Artificial Intelligence Quotient (AIQ)
11 citations
Residual-Quantile Adjustment for Adaptive Training of Physics-informed Neural Network
10 citations
Altered pattern analysis and identification of subjective cognitive decline based on morphological brain network.
15 citations
Learn Quasi-Stationary Distributions of Finite State Markov Chain.
1 citation
Active Learning for Saddle Point Calculation
4 citations
Hidden Biases in Unreliable News Detection Datasets
16 citations
Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning
13 citations
Roughness Index for Loss Landscapes of Neural Network Models of Partial Differential Equations
3 citations
Value-Gradient based Formulation of Optimal Control Problem and Machine Learning Algorithm
5 citations
Projection Method for Saddle Points of Energy Functional in Metric
3 citations
What Can We Learn from Collective Human Opinions on Natural Language Inference Data?
81 citations
Deep Reinforcement Learning for On-line Dialogue State Tracking
6 citations
Composing Answer from Multi-spans for Reading Comprehension
2 citations
Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue
49 citations
Machine Learning and Control Theory
17 citations
Towards Robustifying NLI Models Against Lexical Dataset Biases
40 citations
Stochastic dynamics of an active particle escaping from a potential well.
8 citations
The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions
32 citations
Explicit Estimation of Derivatives from Data and Differential Equations by Gaussian Process Regression
13 citations
Stochastic Modified Equations for Continuous Limit of Stochastic ADMM
2 citations
Semantics-aware BERT for Language Understanding
364 citations
DCMN+: Dual Co-Matching Network for Multi-choice Reading Comprehension
111 citations
Dual Co-Matching Network for Multi-choice Reading Comprehension
31 citations
Dependency or Span, End-to-End Uniform Semantic Role Labeling
95 citations
Simplified gentlest ascent dynamics for saddle points in non-gradient systems.
13 citations
Quasi-potential Calculation and Minimum Action Method for Limit Cycle
10 citations
On the Global Convergence of Continuous-Time Stochastic Heavy-Ball Method for Nonconvex Optimization
5 citations
Estimation of exciton diffusion lengths of organic semiconductors in random domains
3 citations
varbvs: Fast Variable Selection for Large-scale Regression
14 citations
Two-parameter asymptotic expansions for elliptic equations with small geometric perturbation and high contrast ratio
2 citations
Moderate Deviation for Random Elliptic PDEs with Small Noise
0 citations
An Improved Adaptive Minimum Action Method for the Calculation of Transition Path in Non-gradient Systems
10 citations
Asymptotic Expansion with Boundary Layer Analysis for Strongly Anisotropic Elliptic Equations
1 citation
Convex Splitting Method for the Calculation of Transition States of Energy Functional
15 citations
Multiscale Gentlest Ascent Dynamics for Saddle Point in Effective Dynamics of Slow-Fast System
6 citations
Finding Transition Pathways on Manifolds
9 citations
An Iterative Minimization Formulation for Saddle-Point Search
45 citations
Efficient rare event simulation for failure problems in random media
10 citations
Extreme Analysis of a Non-convex and Nonlinear Functional of Gaussian Processes -- On the Tail Asymptotics of Random Ordinary Differential Equations
0 citations
An Explicit Cross Entropy Scheme for Mixtures
0 citations
The Gentlest Ascent Dynamics
117 citations
Time-varying perturbations can distinguish among integrate-to-threshold models for perceptual decision making in reaction time tasks.
22 citations
Adaptive minimum action method for the study of rare events.
116 citations
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