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Domain Generalization

1,834 papers

Papers per year

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Papers

Forecasting the Number of Tenants At-Risk of Formal Eviction: A Machine Learning Approach to Inform Public Policy IJCAI 2022
Interactive concept-map based summaries for SEND children IJCAI 2022
Statistically-Guided Deep Network Transformation to Harness Heterogeneity in Space (Extended Abstract) IJCAI 2022
Chasing the Tail with Domain Generalization: A Case Study on Frequency-Enriched Datasets IJCNLP 2022
Benchmarking the Covariate Shift Robustness of Open-world Intent Classification Approaches IJCNLP 2022
GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse Parsing IJCNLP 2022
PodcastMix: A dataset for separating music and speech in podcasts INTERSPEECH 2022
Domain Agnostic Few-shot Learning for Speaker Verification INTERSPEECH 2022
Strategies to Improve Robustness of Target Speech Extraction to Enrollment Variations INTERSPEECH 2022
Speech Emotion Recognition in the Wild using Multi-task and Adversarial Learning INTERSPEECH 2022
Heterogeneous Target Speech Separation INTERSPEECH 2022
Improving Distortion Robustness of Self-supervised Speech Processing Tasks with Domain Adaptation INTERSPEECH 2022
Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification INTERSPEECH 2022
Does Audio Deepfake Detection Generalize? INTERSPEECH 2022
MIM-DG: Mutual information minimization-based domain generalization for speaker verification INTERSPEECH 2022
Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection INTERSPEECH 2022
Generalizing RNN-Transducer to Out-Domain Audio via Sparse Self-Attention Layers INTERSPEECH 2022
Novel Augmentation Schemes for Device Robust Acoustic Scene Classification INTERSPEECH 2022
Disentangling the Impacts of Language and Channel Variability on Speech Separation Networks INTERSPEECH 2022
Directed speech separation for automatic speech recognition of long form conversational speech INTERSPEECH 2022
Underspecification Presents Challenges for Credibility in Modern Machine Learning JMLR 2022
Fundamental Limits and Tradeoffs in Invariant Representation Learning JMLR 2022
Robust Graph Neural Networks via Probabilistic Lipschitz Constraints L4DC 2022
Domain Generalization for Retinal Vessel Segmentation with Vector Field Transformer MIDL 2022
Attention Guided Deep Supervision Model for Prostate Segmentation in Multisite Heterogeneous MRI Data MIDL 2022