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Domain Generalization

1,834 papers

Papers per year

4
90
293
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Papers

On the robustness of wav2vec 2.0 based speaker recognition systems INTERSPEECH 2023
Exploring the English Accent-independent Features for Speech Emotion Recognition using Filter and Wrapper-based Methods for Feature Selection INTERSPEECH 2023
SememeASR: Boosting Performance of End-to-End Speech Recognition against Domain and Long-Tailed Data Shift with Sememe Semantic Knowledge INTERSPEECH 2023
Investigating Acoustic Cues for Multilingual Abuse Detection INTERSPEECH 2023
Detection of Cross-Dataset Fake Audio Based on Prosodic and Pronunciation Features INTERSPEECH 2023
On the Robustness of Arabic Speech Dialect Identification INTERSPEECH 2023
MultiZoo and MultiBench: A Standardized Toolkit for Multimodal Deep Learning JMLR 2023
Principled Out-of-Distribution Detection via Multiple Testing JMLR 2023
Reverse Engineering Breast MRIs: Predicting Acquisition Parameters Directly from Images MIDL 2023
Improved multi-site Parkinson’s disease classification using neuroimaging data with counterfactual inference MIDL 2023
TransNetR: Transformer-based Residual Network for Polyp Segmentation with Multi-Center Out-of-Distribution Testing MIDL 2023
Multi-view Modelling of Longitudinal Health Data for Improved Prognostication of Colorectal Cancer Recurrence MLHC 2023
Deep RL at Scale: Sorting Waste in Office Buildings with a Fleet of Mobile Manipulators RSS 2023
UM6P at SemEval-2023 Task 12: Out-Of-Distribution Generalization Method for African Languages Sentiment Analysis SEMEVAL 2023
Finding Invariant Predictors Efficiently via Causal Structure UAI 2023
Diversity-enhanced probabilistic ensemble for uncertainty estimation UAI 2023
Learning robust representation for reinforcement learning with distractions by reward sequence prediction UAI 2023
Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation WACV 2023
Learning by Hallucinating: Vision-Language Pre-Training With Weak Supervision WACV 2023
UPAR: Unified Pedestrian Attribute Recognition and Person Retrieval WACV 2023
Composite Learning for Robust and Effective Dense Predictions WACV 2023
Recur, Attend or Convolve? On Whether Temporal Modeling Matters for Cross-Domain Robustness in Action Recognition WACV 2023
Empirical Generalization Study: Unsupervised Domain Adaptation vs. Domain Generalization Methods for Semantic Segmentation in the Wild WACV 2023
Domain Invariant Vision Transformer Learning for Face Anti-Spoofing WACV 2023
RADIANT: Better rPPG Estimation Using Signal Embeddings and Transformer WACV 2023