← Application Areas
Machine Learning › Application Areas ›

Domain Generalization

1760 directly classified papers

Papers per year

Papers

Lost Domain Generalization Is a Natural Consequence of Lack of Training Domains AAAI 2024
Federated Graph Learning under Domain Shift with Generalizable Prototypes AAAI 2024
RAMP: Boosting Adversarial Robustness Against Multiple $l_p$ Perturbations for Universal Robustness NIPS 2024
Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization AAAI 2024
Improve Robustness of Reinforcement Learning against Observation Perturbations via l∞ Lipschitz Policy Networks AAAI 2024
Enhancing Distributional Stability among Sub-populations AISTATS 2024
Transportable Representations for Domain Generalization AAAI 2024
Mixup-Induced Domain Extrapolation for Domain Generalization AAAI 2024
NoisyMix: Boosting Model Robustness to Common Corruptions AISTATS 2024
Graph Invariant Learning with Subgraph Co-mixup for Out-of-Distribution Generalization AAAI 2024
The Interspeech 2024 TAUKADIAL Challenge: Multilingual Mild Cognitive Impairment Detection with Multimodal Approach INTERSPEECH 2024
Adaptive Domain Learning for Cross-domain Image Denoising NIPS 2024
Generalizable Fourier Augmentation for Unsupervised Video Object Segmentation AAAI 2024
Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Domain Learning AAAI 2024
Learning Generalized Medical Image Segmentation from Decoupled Feature Queries AAAI 2024
On the Effect of Key Factors in Spurious Correlation: A theoretical Perspective AISTATS 2024
Connected Speech-Based Cognitive Assessment in Chinese and English INTERSPEECH 2024
Adding User Feedback To Enhance CB-Whisper INTERSPEECH 2024
Out-of-distribution generalisation in spoken language understanding INTERSPEECH 2024
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation NIPS 2024
What Does it Take to Generalize SER Model Across Datasets? A Comprehensive Benchmark INTERSPEECH 2024
Optimal Sparse Survival Trees AISTATS 2024
URGENT Challenge: Universality, Robustness, and Generalizability For Speech Enhancement INTERSPEECH 2024
WHiSER: White House Tapes Speech Emotion Recognition Corpus INTERSPEECH 2024
Learning Content-Enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation AAAI 2024