out-of-distribution generalization

Intermediate Layer Classifiers for OOD generalization ICLR 2025 Invariant Deep Uplift Modeling for Incentive Assignment in Online Marketing via Probability of Necessity and Sufficiency ICML 2025 Invariant Link Selector for Spatial-Temporal Out-of-Distribution Problem AISTATS 2025 Knowledge Bridger: Towards Training-Free Missing Modality Completion CVPR 2025 Large Language and Reasoning Models are Shallow Disjunctive Reasoners ACL 2025 Latent Traits and Cross-Task Transfer: Deconstructing Dataset Interactions in LLM Fine-tuning EMNLP 2025 Learning Graph Invariance by Harnessing Spuriosity ICLR 2025 Learning to Rewrite: Generalized LLM-Generated Text Detection ACL 2025 Mind the GAP: Glimpse-based Active Perception improves generalization and sample efficiency of visual reasoning ICLR 2025 Neural Context Flows for Meta-Learning of Dynamical Systems ICLR 2025 On the Out-Of-Distribution Generalization of Large Multimodal Models CVPR 2025 On the Out-of-Distribution Generalization of Self-Supervised Learning ICML 2025 Out-of-distribution Generalization for Total Variation based Invariant Risk Minimization ICLR 2025 Out-of-Distribution Generalization on Graphs via Progressive Inference AAAI 2025 Out-of-distribution robustness for multivariate analysis via causal regularisation AISTATS 2025 Perturbating, Tuning, and Collaborating: Harnessing Vision Foundation Models for Single Domain Generalization on Medical Imaging AAAI 2025 Positional Encoding meets Persistent Homology on Graphs ICML 2025 Regularizing Energy among Training Samples for Out-of-Distribution Generalization ICLR 2025 Reinforcement Learning with Supervised Alignment EMNLP 2025 Relational Invariant Learning for Robust Solvation Free Energy Prediction ICML 2025 RePanda: Pandas-powered Tabular Verification and Reasoning ACL 2025 Representation-based Broad Hallucination Detectors Fail to Generalize Out of Distribution EMNLP 2025 Reproducible Vision-Language Models Meet Concepts Out of Pre-Training CVPR 2025 Rethinking Light Decoder-based Solvers for Vehicle Routing Problems ICLR 2025 Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning ACL 2025