Domain Generalization

Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification AAAI 2024 Divide-and-Aggregate Learning for Evaluating Performance on Unlabeled Data AAAI 2024 DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction AAAI 2024 Do causal predictors generalize better to new domains? NeurIPS 2024 Does CLIP’s generalization performance mainly stem from high train-test similarity? ICLR 2024 Does Progress On Object Recognition Benchmarks Improve Generalization on Crowdsourced, Global Data? ICLR 2024 Domain-Expanded ASTE: Rethinking Generalization in Aspect Sentiment Triplet Extraction EMNLP 2024 Domain Generalisation via Risk Distribution Matching WACV 2024 Domain Generalizable Person Search Using Unreal Dataset AAAI 2024 Domain Generalization by Rejecting Extreme Augmentations WACV 2024 Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis COLING 2024 Domain Generalization With Correlated Style Uncertainty WACV 2024 Domain Generalization with Vital Phase Augmentation AAAI 2024 Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts ICLR 2024 Do VSR Models Generalize Beyond LRS3? WACV 2024 DRF: Improving Certified Robustness via Distributional Robustness Framework AAAI 2024 DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks NeurIPS 2024 DualPure: An Efficient Adversarial Purification Method for Speech Command Recognition Interspeech 2024 Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models NeurIPS 2024 EAT: Towards Long-Tailed Out-of-Distribution Detection AAAI 2024 Effect-Invariant Mechanisms for Policy Generalization JMLR 2024 Efficient Data Collection for Robotic Manipulation via Compositional Generalization RSS 2024 Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization CVPR 2024 emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation NeurIPS 2024 EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography NeurIPS 2024