generalization capability

Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation IJCAI 2024 Least Squares Regression Can Exhibit Under-Parameterized Double Descent NeurIPS 2024 Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary ICML 2024 Navigate Beyond Shortcuts: Debiased Learning Through the Lens of Neural Collapse CVPR 2024 On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization EMNLP 2024 On the Use of Anchoring for Training Vision Models NeurIPS 2024 PUZZLES: A Benchmark for Neural Algorithmic Reasoning NeurIPS 2024 Revive Re-weighting in Imbalanced Learning by Density Ratio Estimation NeurIPS 2024 STARLING: Self-supervised Training of Text-based Reinforcement Learning Agent with Large Language Models ACL 2024 π-Light: Programmatic Interpretable Reinforcement Learning for Resource-Limited Traffic Signal Control AAAI 2024 Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution Shift NeurIPS 2023 Data Representations’ Study of Latent Image Manifolds ICML 2023 Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs ICLR 2023 Is interpolation benign for random forest regression? AISTATS 2023 Learning to Boost Training by Periodic Nowcasting Near Future Weights ICML 2023 LPT: Long-tailed Prompt Tuning for Image Classification ICLR 2023 Multi-Environment Pretraining Enables Transfer to Action Limited Datasets ICML 2023 On the Importance of Accurate Geometry Data for Dense 3D Vision Tasks CVPR 2023 RT-1: Robotics Transformer for Real-World Control at Scale RSS 2023 The Distributional Hypothesis Does Not Fully Explain the Benefits of Masked Language Model Pretraining EMNLP 2023 Coded Residual Transform for Generalizable Deep Metric Learning NeurIPS 2022 Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks AAAI 2022 Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions ACL 2021 Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking EMNLP 2021 Exploring Temporal Coherence for More General Video Face Forgery Detection ICCV 2021