Reliability-Aware Checkpoint Selection for Domain Generalization

arXiv:2609.39934 · cs.LG, cs.CV · Submitted 2026-09-30 · Read on arXiv

cs.LG, cs.CV

Submitted: 2026-09-30

Updated: 2026-10-05

Code: https://github.com/Jjjjjjh666/Reliability-Aware-DG

Terminology

• Accuracy — 182× in this paper · explained in 1 episode
• Calibration — 47× in this paper · explained in 7 episodes
• Generalization — 17× in this paper · explained in 13 episodes
• Ablation — 14× in this paper · explained in 1 episode
• Aggregation — 14× in this paper · explained in 1 episode
• Distribution Shift — 4× in this paper · explained in 6 episodes
• Benchmark — 3× in this paper · explained in 2 episodes
• Adaptation — 2× in this paper · explained in 1 episode
• Domain Adaptation — 2× in this paper · explained in 5 episodes
• Alignment — 1× in this paper · explained in 1 episode
• Causal Discovery — 1× in this paper · explained in 2 episodes
• Covariate Shift — 1× in this paper · explained in 2 episodes
• Domain Shift — 1× in this paper · explained in 4 episodes
• Theoretical Guarantees — 1× in this paper · explained in 2 episodes

Sources

• Invariant Risk Minimization

Related papers

• Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
• AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
• Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
• Convergence issues in Relational Concept Analysis based on AOC-posets
• Beliefs Beyond Posteriors: Local-Consistency Optimisation for Bayesian Neural Networks
• Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks