Domain Generalization

A Dynamic Learning Method towards Realistic Compositional Zero-Shot Learning AAAI 2024 Agnostic Multi-Robust Learning using ERM AISTATS 2024 AHA: Human-Assisted Out-of-Distribution Generalization and Detection NeurIPS 2024 AI-Olympics: Exploring the Generalization of Agents through Open Competitions IJCAI 2024 ALVIN: Active Learning Via INterpolation EMNLP 2024 A (More) Realistic Evaluation Setup for Generalisation of Community Models on Malicious Content Detection NAACL 2024 Analyzing the Domain Shift Immunity of Deep Homography Estimation WACV 2024 Anchor-based Robust Finetuning of Vision-Language Models CVPR 2024 An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains CVPR 2024 Annealing Self-Distillation Rectification Improves Adversarial Training ICLR 2024 An Open-Source Data Contamination Report for Large Language Models EMNLP 2024 Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology NeurIPS 2024 A Robust Dual-debiasing VQA Model based on Counterfactual Causal Effect EMNLP 2024 A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations NeurIPS 2024 A Simple Recipe for Language-guided Domain Generalized Segmentation CVPR 2024 A Sober Look at the Robustness of CLIPs to Spurious Features NeurIPS 2024 A synthetic data approach for domain generalization of NLI models ACL 2024 A Systematic Analysis on the Temporal Generalization of Language Models in Social Media ACL 2024 A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis NeurIPS 2024 Attribute Diversity Determines the Systematicity Gap in VQA EMNLP 2024 Benchmarking Algorithms for Federated Domain Generalization ICLR 2024 Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex. NeurIPS 2024 Benchmarking Segmentation Models with Mask-Preserved Attribute Editing CVPR 2024 Beyond Document Page Classification: Design, Datasets, and Challenges WACV 2024 Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning NeurIPS 2024