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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Learning a Generalized Gaze Estimator from Gaze-Consistent Feature AAAI 2023
Simple Disentanglement of Style and Content in Visual Representations ICML 2023
Latent Feature-based Data Splits to Improve Generalisation Evaluation: A Hate Speech Detection Case Study EMNLP 2023
The Value of Out-of-Distribution Data ICML 2023
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive Learning AAAI 2023
On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization AAAI 2023
POEM: Polarization of Embeddings for Domain-Invariant Representations AAAI 2023
Multi-Domain Generalized Graph Meta Learning AAAI 2023
AMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation Suite EMNLP 2023
DAMix: Exploiting Deep Autoregressive Model Zoo for Improving Lossless Compression Generalization AAAI 2023
SememeASR: Boosting Performance of End-to-End Speech Recognition against Domain and Long-Tailed Data Shift with Sememe Semantic Knowledge INTERSPEECH 2023
MILAB at PragTag-2023: Enhancing Cross-Domain Generalization through Data Augmentation with Reduced Uncertainty EMNLP 2023
Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise AISTATS 2023
Data Factors for Better Compositional Generalization EMNLP 2023
Targeted Image Data Augmentation Increases Basic Skills Captioning Robustness EMNLP 2023
BridgeData V2: A Dataset for Robot Learning at Scale CORL 2023
On Optimizing Model Generality in AI-based Disaster Damage Assessment: A Subjective Logic-driven Crowd-AI Hybrid Learning Approach IJCAI 2023
On the Robustness of Arabic Speech Dialect Identification INTERSPEECH 2023
You Told Me That Joke Twice: A Systematic Investigation of Transferability and Robustness of Humor Detection Models EMNLP 2023
Temporal Generalizability in Multimodal Misinformation Detection EMNLP 2023
Investigating Acoustic Cues for Multilingual Abuse Detection INTERSPEECH 2023
Exploring the English Accent-independent Features for Speech Emotion Recognition using Filter and Wrapper-based Methods for Feature Selection INTERSPEECH 2023
PartManip: Learning Cross-Category Generalizable Part Manipulation Policy From Point Cloud Observations CVPR 2023
Meta-Explore: Exploratory Hierarchical Vision-and-Language Navigation Using Scene Object Spectrum Grounding CVPR 2023
On the robustness of wav2vec 2.0 based speaker recognition systems INTERSPEECH 2023