← Learning Types
Deep Learning › Learning Types ›

Domain Adaptation

854 directly classified papers

Papers per year

Papers

Certifying Some Distributional Fairness with Subpopulation Decomposition NIPS 2022
Back to Reality: Weakly-Supervised 3D Object Detection With Shape-Guided Label Enhancement CVPR 2022
HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks NIPS 2022
Bayesian Invariant Risk Minimization CVPR 2022
Learning ABCs: Approximate Bijective Correspondence for Isolating Factors of Variation With Weak Supervision CVPR 2022
Subsidiary Prototype Alignment for Universal Domain Adaptation NIPS 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization NIPS 2022
Physically-Based Face Rendering for NIR-VIS Face Recognition NIPS 2022
Parameter tuning and model selection in Optimal Transport with semi-dual Brenier formulation NIPS 2022
Contrastive Adapters for Foundation Model Group Robustness NIPS 2022
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts NIPS 2022
NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation NIPS 2022
Raccoons at SemEval-2022 Task 11: Leveraging Concatenated Word Embeddings for Named Entity Recognition SEMEVAL 2022
FIFO: Learning Fog-Invariant Features for Foggy Scene Segmentation CVPR 2022
Quality Not Quantity: On the Interaction between Dataset Design and Robustness of CLIP NIPS 2022
Test-Time Training with Masked Autoencoders NIPS 2022
UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup NIPS 2022
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation NIPS 2022
Variational Model Perturbation for Source-Free Domain Adaptation NIPS 2022
Generalized One-shot Domain Adaptation of Generative Adversarial Networks NIPS 2022
Unsupervised Domain Adaptation for Semantic Segmentation using Depth Distribution NIPS 2022
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering NIPS 2022
When Does Group Invariant Learning Survive Spurious Correlations? NIPS 2022
Distribution-Informed Neural Networks for Domain Adaptation Regression NIPS 2022
Test Time Adaptation via Conjugate Pseudo-labels NIPS 2022