model generalization

Towards Unsupervised Model Selection for Domain Adaptive Object Detection NeurIPS 2024 Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability NeurIPS 2024 An Adaptive Policy to Employ Sharpness-Aware Minimization ICLR 2023 Analyzing Pre-trained and Fine-tuned Language Models EMNLP 2023 Are Data-Driven Explanations Robust Against Out-of-Distribution Data? CVPR 2023 Are Sample-Efficient NLP Models More Robust? ACL 2023 Benchmarking Robustness to Adversarial Image Obfuscations NeurIPS 2023 Combating Unknown Bias with Effective Bias-Conflicting Scoring and Gradient Alignment AAAI 2023 Continual Learners are Incremental Model Generalizers ICML 2023 Data Factors for Better Compositional Generalization EMNLP 2023 DeepBlueAI at PragTag-2023:Ensemble-based Text Classification Approaches under Limited Data Resources EMNLP 2023 Discover and Cure: Concept-aware Mitigation of Spurious Correlation ICML 2023 Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023? ACL 2023 Domain Adaptation using Silver Standard Labels for Ki-67 Scoring in Digital Pathology A Step Closer to Widescale Deployment MIDL 2023 Don’t Blame the Annotator: Bias Already Starts in the Annotation Instructions EACL 2023 Don’t Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text ACL 2023 DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning NeurIPS 2023 Dynamic Regularized Sharpness Aware Minimization in Federated Learning: Approaching Global Consistency and Smooth Landscape ICML 2023 Effects of Human Adversarial and Affable Samples on BERT Generalization EMNLP 2023 Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples NeurIPS 2023 FedCR: Personalized Federated Learning Based on Across-Client Common Representation with Conditional Mutual Information Regularization ICML 2023 FedNAR: Federated Optimization with Normalized Annealing Regularization NeurIPS 2023 GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding EMNLP 2023 Generalization Matters: Loss Minima Flattening via Parameter Hybridization for Efficient Online Knowledge Distillation CVPR 2023 General-purpose Adversarial Training for Enhanced Automatic Speech Recognition Model Generalization Interspeech 2023