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Out-of-Distribution Generalization

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TitleStatusHype
Invariant Risk Minimization Is A Total Variation ModelCode0
MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-ExpertsCode3
A separability-based approach to quantifying generalization: which layer is best?Code0
In-Context Symbolic Regression: Leveraging Large Language Models for Function DiscoveryCode1
Cross-Domain Causal Preference Learning for Out-of-Distribution RecommendationCode0
The Causal Chambers: Real Physical Systems as a Testbed for AI MethodologyCode1
N-Agent Ad Hoc TeamworkCode1
An Information-Theoretic Framework for Out-of-Distribution Generalization with Applications to Stochastic Gradient Langevin Dynamics—0
On the Benefits of Over-parameterization for Out-of-Distribution Generalization—0
SYNAPSE: SYmbolic Neural-Aided Preference Synthesis Engine—0
IBCB: Efficient Inverse Batched Contextual Bandit for Behavioral Evolution History—0
Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question AnsweringCode0
Early Period of Training Impacts Adaptation for Out-of-Distribution Generalization: An Empirical Study—0
Transfer Learning Beyond Bounded Density Ratios—0
Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated ExpertsCode1
Disentangling Policy from Offline Task Representation Learning via Adversarial Data AugmentationCode0
Towards Robust Out-of-Distribution Generalization Bounds via Sharpness—0
Beyond Finite Data: Towards Data-free Out-of-distribution Generalization via Extrapolation—0
A Survey on Evaluation of Out-of-Distribution Generalization—0
Improving out-of-distribution generalization in graphs via hierarchical semantic environmentsCode1
Vision Transformers with Natural Language Semantics—0
A Neural Rewriting System to Solve Algorithmic Problems—0
Graph Out-of-Distribution Generalization via Causal InterventionCode1
Investigating Out-of-Distribution Generalization of GNNs: An Architecture Perspective—0
HYPO: Hyperspherical Out-of-Distribution GeneralizationCode0
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