conftrace_
← Application Areas
Machine Learning › Application Areas ›

Domain Generalization

1,834 papers

Papers per year

4
90
293
'15
'20
'25

Papers

Adaptive Coordination in Social Embodied Rearrangement ICML 2023
Provably Invariant Learning without Domain Information ICML 2023
Distribution Free Domain Generalization ICML 2023
Discover and Cure: Concept-aware Mitigation of Spurious Correlation ICML 2023
Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning ICML 2023
Change is Hard: A Closer Look at Subpopulation Shift ICML 2023
Learning useful representations for shifting tasks and distributions ICML 2023
Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution ICML 2023
AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation ICML 2023
Learning Unforeseen Robustness from Out-of-distribution Data Using Equivariant Domain Translator ICML 2023
Artificial Agents Inspired by Human Motivation Psychology for Teamwork in Hazardous Environments IJCAI 2023
Towards Robust Gan-Generated Image Detection: A Multi-View Completion Representation IJCAI 2023
Cross-Domain Facial Expression Recognition via Disentangling Identity Representation IJCAI 2023
CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing IJCAI 2023
An Empirical Study on the Language Modal in Visual Question Answering IJCAI 2023
SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein–Protein Interaction Prediction IJCAI 2023
On Optimizing Model Generality in AI-based Disaster Damage Assessment: A Subjective Logic-driven Crowd-AI Hybrid Learning Approach IJCAI 2023
A Survey on Out-of-Distribution Evaluation of Neural NLP Models IJCAI 2023
Background Domain Switch: A Novel Data Augmentation Technique for Robust Sound Event Detection INTERSPEECH 2023
Auditory Attention Detection in Real-Life Scenarios Using Common Spatial Patterns from EEG INTERSPEECH 2023
Improving Generalization Ability of Countermeasures for New Mismatch Scenario by Combining Multiple Advanced Regularization Terms INTERSPEECH 2023
Do Phonatory Features Display Robustness to Characterize Parkinsonian Speech Across Corpora? INTERSPEECH 2023
Learning A Self-Supervised Domain-Invariant Feature Representation for Generalized Audio Deepfake Detection INTERSPEECH 2023
Variational Classifier for Unsupervised Anomalous Sound Detection under Domain Generalization INTERSPEECH 2023
Instance-based Temporal Normalization for Speaker Verification INTERSPEECH 2023