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domain shift

318 papers

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Co-occurring keywords

domain adaptation (4595) domain generalization (1522) test-time adaptation (312) unsupervised domain adaptation (442) transfer learning (5449) object detection (2762) zero-shot learning (3650) representation learning (6206) contrastive learning (4032) semantic segmentation (3186)

Papers

A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration CVPR 2022
The Auto Arborist Dataset: A Large-Scale Benchmark for Multiview Urban Forest Monitoring Under Domain Shift CVPR 2022
Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts NIPS 2022
Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition ACL 2022
On Generalizing Beyond Domains in Cross-Domain Continual Learning CVPR 2022
Towards Generalized Open Information Extraction EMNLP 2022
Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning COLING 2022
Learning Aligned Cross-Modal Representation for Generalized Zero-Shot Classification AAAI 2022
Source-Free Object Detection by Learning To Overlook Domain Style CVPR 2022
Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition CVPR 2022
Learning Distinctive Margin Toward Active Domain Adaptation CVPR 2022
Audio-Adaptive Activity Recognition Across Video Domains CVPR 2022
Learn From Others and Be Yourself in Heterogeneous Federated Learning CVPR 2022
Task-Specific Inconsistency Alignment for Domain Adaptive Object Detection CVPR 2022
Meta Learning on a Sequence of Imbalanced Domains With Difficulty Awareness ICCV 2021
Sequence Length is a Domain: Length-based Overfitting in Transformer Models EMNLP 2021
Active Online Learning with Hidden Shifting Domains AISTATS 2021
Active Domain Adaptation via Clustering Uncertainty-Weighted Embeddings ICCV 2021
Post-Hoc Uncertainty Calibration for Domain Drift Scenarios CVPR 2021
Reducing Domain Gap by Reducing Style Bias CVPR 2021
Robust and Accurate Object Detection via Adversarial Learning CVPR 2021
Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning NIPS 2021
On the distribution of penultimate activations of classification networks UAI 2021
A Fourier-Based Framework for Domain Generalization CVPR 2021
Revisiting Batch Normalization for Improving Corruption Robustness WACV 2021