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Out-of-Distribution Generalization

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TitleStatusHype
A Complexity-Based Theory of Compositionality—0
FOOGD: Federated Collaboration for Both Out-of-distribution Generalization and DetectionCode0
Feature-guided score diffusion for sampling conditional densities—0
ALVIN: Active Learning Via INterpolation—0
AHA: Human-Assisted Out-of-Distribution Generalization and DetectionCode0
Visual Scratchpads: Enabling Global Reasoning in Vision—0
Can Transformers Reason Logically? A Study in SAT Solving—0
Trained Models Tell Us How to Make Them Robust to Spurious Correlation without Group AnnotationCode0
SAFLEX: Self-Adaptive Augmentation via Feature Label Extrapolation—0
Reevaluating Meta-Learning Optimization Algorithms Through Contextual Self-ModulationCode0
A Model-Constrained Discontinuous Galerkin Network (DGNet) for Compressible Euler Equations with Out-of-Distribution Generalization—0
Robustness of AI-based weather forecasts in a changing climate—0
Scalable quantum dynamics compilation via quantum machine learning—0
A Survey of Out-of-distribution Generalization for Graph Machine Learning from a Causal View—0
DICS: Find Domain-Invariant and Class-Specific Features for Out-of-Distribution Generalization—0
VFA: Vision Frequency Analysis of Foundation Models and HumanCode0
NeuralOOD: Improving Out-of-Distribution Generalization Performance with Brain-machine Fusion Learning Framework—0
Out-of-distribution generalization via composition: a lens through induction heads in TransformersCode0
Predicting Long-Term Allograft Survival in Liver Transplant RecipientsCode0
DIVE: Subgraph Disagreement for Graph Out-of-Distribution Generalization—0
Label Augmentation for Neural Networks Robustness—0
Invariant Graph Learning Meets Information Bottleneck for Out-of-Distribution GeneralizationCode0
Robust Simultaneous Multislice MRI Reconstruction Using Deep Generative PriorsCode0
Weighted Risk Invariance: Domain Generalization under Invariant Feature ShiftCode0
Establishing Causal Relationship Between Whole Slide Image Predictions and Diagnostic Evidence Subregions in Deep Learning—0
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