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Domain Adaptation

8,962 papers

Papers per year

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Papers

Open-Sampling: Exploring Out-of-Distribution data for Re-balancing Long-tailed datasets ICML 2022
A Difference Standardization Method for Mutual Transfer Learning ICML 2022
A Study of Face Obfuscation in ImageNet ICML 2022
Improving Out-of-Distribution Robustness via Selective Augmentation ICML 2022
Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control ICML 2022
Describing Differences between Text Distributions with Natural Language ICML 2022
Model Agnostic Sample Reweighting for Out-of-Distribution Learning ICML 2022
Residual-Based Sampling for Online Outlier-Robust PCA ICML 2022
Fairness without the Sensitive Attribute via Causal Variational Autoencoder IJCAI 2022
AQT: Adversarial Query Transformers for Domain Adaptive Object Detection IJCAI 2022
Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment IJCAI 2022
Multi-View Visual Semantic Embedding IJCAI 2022
Deep Video Harmonization With Color Mapping Consistency IJCAI 2022
A Unified Framework for Adversarial Attack and Defense in Constrained Feature Space IJCAI 2022
Dynamic Domain Generalization IJCAI 2022
Augmenting Anchors by the Detector Itself IJCAI 2022
Multi-level Consistency Learning for Semi-supervised Domain Adaptation IJCAI 2022
Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022
Domain Adversarial Learning for Color Constancy IJCAI 2022
Domain Adaptation via Maximizing Surrogate Mutual Information IJCAI 2022
Towards Robust Dense Retrieval via Local Ranking Alignment IJCAI 2022
When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters IJCAI 2022
A Sparse-Motif Ensemble Graph Convolutional Network against Over-smoothing IJCAI 2022
Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention IJCAI 2022
Augmenting Knowledge Graphs for Better Link Prediction IJCAI 2022