out-of-distribution generalization

Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts NeurIPS 2024 Sharpness-Aware Minimization Enhances Feature Quality via Balanced Learning ICLR 2024 Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance NeurIPS 2024 Simple Hierarchical Planning with Diffusion ICLR 2024 SimSCOOD: Systematic Analysis of Out-of-Distribution Generalization in Fine-tuned Source Code Models NAACL 2024 Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging ICLR 2024 Spurious Feature Diversification Improves Out-of-distribution Generalization ICLR 2024 Task-Oriented Hierarchical Object Decomposition for Visuomotor Control CoRL 2024 Teaching Small Language Models Reasoning through Counterfactual Distillation EMNLP 2024 The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning NeurIPS 2024 Time-Series Forecasting for Out-of-Distribution Generalization Using Invariant Learning ICML 2024 Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation? NeurIPS 2024 Towards Calibrated Robust Fine-Tuning of Vision-Language Models NeurIPS 2024 Towards Reliable Learning in the Wild: Generalization and Adaptation AAAI 2024 Towards Robust Learning to Optimize with Theoretical Guarantees CVPR 2024 Towards Robust Out-of-Distribution Generalization Bounds via Sharpness ICLR 2024 Transfer CLIP for Generalizable Image Denoising CVPR 2024 Transformation-Invariant Learning and Theoretical Guarantees for OOD Generalization NeurIPS 2024 Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalization NeurIPS 2024 Understanding the Effects of RLHF on LLM Generalisation and Diversity ICLR 2024 Understanding the Generalization of Pretrained Diffusion Models on Out-of-Distribution Data AAAI 2024 Unraveling the Key Components of OOD Generalization via Diversification ICLR 2024 Unveiling Project-Specific Bias in Neural Code Models COLING 2024 Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights NeurIPS 2024 What Variables Affect Out-of-Distribution Generalization in Pretrained Models? NeurIPS 2024