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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Improving Model Generalization: A Chinese Named Entity Recognition Case Study ACL 2021
Camera Pose Matters: Improving Depth Prediction by Mitigating Pose Distribution Bias CVPR 2021
Towards Robust Model Reuse in the Presence of Latent Domains IJCAI 2021
Adversarial Teacher-Student Representation Learning for Domain Generalization NIPS 2021
RL Generalization in a Theory of Mind Game Through a Sleep Metaphor (Student Abstract) AAAI 2021
Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract) AAAI 2021
Automatic Vertebra Localization and Identification in CT by Spine Rectification and Anatomically-Constrained Optimization CVPR 2021
Embracing Uncertainty: Decoupling and De-Bias for Robust Temporal Grounding CVPR 2021
Unsupervised 3D Shape Completion Through GAN Inversion CVPR 2021
Lifelong Person Re-Identification via Adaptive Knowledge Accumulation CVPR 2021
Out-of-Distribution Generalization in Kernel Regression NIPS 2021
Recovering Latent Causal Factor for Generalization to Distributional Shifts NIPS 2021
IRM—when it works and when it doesn't: A test case of natural language inference NIPS 2021
Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time NIPS 2021
Exploiting Domain-Specific Features to Enhance Domain Generalization NIPS 2021
Integrated Latent Heterogeneity and Invariance Learning in Kernel Space NIPS 2021
SWAD: Domain Generalization by Seeking Flat Minima NIPS 2021
Towards a Theoretical Framework of Out-of-Distribution Generalization NIPS 2021
Does enforcing fairness mitigate biases caused by subpopulation shift? NIPS 2021
A Bit More Bayesian: Domain-Invariant Learning with Uncertainty ICML 2021
Microphone Array Generalization for Multichannel Narrowband Deep Speech Enhancement INTERSPEECH 2021
Cross-Database Replay Detection in Terminal-Dependent Speaker Verification INTERSPEECH 2021
Elastic Graph Neural Networks ICML 2021
A Winning Hand: Compressing Deep Networks Can Improve Out-of-Distribution Robustness NIPS 2021
Domain Invariant Representation Learning with Domain Density Transformations NIPS 2021