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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

Retiring Adult: New Datasets for Fair Machine Learning NIPS 2021
FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation CVPR 2021
Scaling Digital Screen Reading With One-Shot Learning and Re-Identification WACV 2021
Causality-aware counterfactual confounding adjustment as an alternative to linear residualization in anticausal prediction tasks based on linear learners ICML 2021
What Are Bayesian Neural Network Posteriors Really Like? ICML 2021
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training INTERSPEECH 2021
Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning CVPR 2021
Learning to Learn Semantic Factors in Heterogeneous Image Classification NAACL 2021
ToAlign: Task-Oriented Alignment for Unsupervised Domain Adaptation NIPS 2021
Inverting Generative Adversarial Renderer for Face Reconstruction CVPR 2021
Adaptiope: A Modern Benchmark for Unsupervised Domain Adaptation WACV 2021
DARCNN: Domain Adaptive Region-Based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images CVPR 2021
Semantics Altering Modifications for Evaluating Comprehension in Machine Reading AAAI 2021
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? CVPR 2021
Out-of-Distribution Generalization in Kernel Regression NIPS 2021
Towards Trustworthy Predictions from Deep Neural Networks with Fast Adversarial Calibration AAAI 2021
SoFA: Source-Data-Free Feature Alignment for Unsupervised Domain Adaptation WACV 2021
Intriguing Properties of Vision Transformers NIPS 2021
Gradient Regularized Contrastive Learning for Continual Domain Adaptation AAAI 2021
Dual Progressive Prototype Network for Generalized Zero-Shot Learning NIPS 2021
Multi-Domain Multi-Task Rehearsal for Lifelong Learning AAAI 2021
Tailoring automated data augmentation to H&E-stained histopathology MIDL 2021
MoRe: A Large-Scale Motorcycle Re-Identification Dataset WACV 2021
DACS: Domain Adaptation via Cross-Domain Mixed Sampling WACV 2021
Attribute-Guided Adversarial Training for Robustness to Natural Perturbations AAAI 2021