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Out-of-Distribution Generalization

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TitleStatusHype
DICS: Find Domain-Invariant and Class-Specific Features for Out-of-Distribution Generalization—0
VFA: Vision Frequency Analysis of Foundation Models and HumanCode0
H-ARC: A Robust Estimate of Human Performance on the Abstraction and Reasoning Corpus BenchmarkCode1
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
LCA-on-the-Line: Benchmarking Out-of-Distribution Generalization with Class TaxonomiesCode1
Distilling Vision-Language Foundation Models: A Data-Free Approach via Prompt Diversification—0
Improving Out-of-Distribution Generalization of Trajectory Prediction for Autonomous Driving via Polynomial RepresentationsCode0
Context-Guided Diffusion for Out-of-Distribution Molecular and Protein DesignCode1
Antibody DomainBed: Out-of-Distribution Generalization in Therapeutic Protein Design—0
GeoMix: Towards Geometry-Aware Data AugmentationCode0
Improving Graph Out-of-distribution Generalization on Real-world Data—0
Adaptive Prediction Ensemble: Improving Out-of-Distribution Generalization of Motion Forecasting—0
Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP ModelsCode0
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and TransportationCode2
SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning—0
Face Reconstruction Transfer Attack as Out-of-Distribution GeneralizationCode0
CARE: a Benchmark Suite for the Classification and Retrieval of EnzymesCode1
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