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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Do Phonatory Features Display Robustness to Characterize Parkinsonian Speech Across Corpora? INTERSPEECH 2023
Cross-Dataset Sensor Alignment: Making Visual 3D Object Detector Generalizable CORL 2023
Standard and Non-standard Adverbial Markers: a Diachronic Analysis in Modern Chinese Literature EACL 2023
Diversity-enhanced probabilistic ensemble for uncertainty estimation UAI 2023
Learning robust representation for reinforcement learning with distractions by reward sequence prediction UAI 2023
Revisiting De-Identification of Electronic Medical Records: Evaluation of Within- and Cross-Hospital Generalization EMNLP 2023
A Survey on Out-of-Distribution Evaluation of Neural NLP Models IJCAI 2023
Multi-view Modelling of Longitudinal Health Data for Improved Prognostication of Colorectal Cancer Recurrence MLHC 2023
Meta-forests: Domain generalization on random forests with meta-learning ACML 2023
PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization ICCV 2023
Towards Unsupervised Domain Generalization for Face Anti-Spoofing ICCV 2023
Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift Learning ICCV 2023
BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation ICCV 2023
COCO-O: A Benchmark for Object Detectors under Natural Distribution Shifts ICCV 2023
Diverse Weight Averaging for Out-of-Distribution Generalization NIPS 2022
Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem Solvers NAACL 2022
Domain Generalization for Text Classification with Memory-Based Supervised Contrastive Learning COLING 2022
Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding EMNLP 2022
Invariant Language Modeling EMNLP 2022
Can Data Diversity Enhance Learning Generalization? COLING 2022
Improving Topic Segmentation by Injecting Discourse Dependencies COLING 2022
Does Self-Rationalization Improve Robustness to Spurious Correlations? EMNLP 2022
Spectrum Random Masking for Generalization in Image-based Reinforcement Learning NIPS 2022
Look where you look! Saliency-guided Q-networks for generalization in visual Reinforcement Learning NIPS 2022
FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems NAACL 2022