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domain adaptation

4595 papers

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DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches CVPR 2022
Learning ABCs: Approximate Bijective Correspondence for Isolating Factors of Variation With Weak Supervision CVPR 2022
Distinguishing Unseen From Seen for Generalized Zero-Shot Learning CVPR 2022
Physically Disentangled Intra- and Inter-Domain Adaptation for Varicolored Haze Removal CVPR 2022
What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors CVPR 2022
Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition CVPR 2022
Interact Before Align: Leveraging Cross-Modal Knowledge for Domain Adaptive Action Recognition CVPR 2022
On the Road to Online Adaptation for Semantic Image Segmentation CVPR 2022
Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer CVPR 2022
Domain-Agnostic Prior for Transfer Semantic Segmentation CVPR 2022
M5Product: Self-Harmonized Contrastive Learning for E-Commercial Multi-Modal Pretraining CVPR 2022
AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation CVPR 2022
Domain Adaptation via Maximizing Surrogate Mutual Information IJCAI 2022
360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter Tuning NIPS 2022
Falsification before Extrapolation in Causal Effect Estimation NIPS 2022
Factored DRO: Factored Distributionally Robust Policies for Contextual Bandits NIPS 2022
LOG: Active Model Adaptation for Label-Efficient OOD Generalization NIPS 2022
Parameter tuning and model selection in Optimal Transport with semi-dual Brenier formulation NIPS 2022
Learn what matters: cross-domain imitation learning with task-relevant embeddings NIPS 2022
Adapting to Online Label Shift with Provable Guarantees NIPS 2022
Transferring Fairness under Distribution Shifts via Fair Consistency Regularization NIPS 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization NIPS 2022
Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022
Multi-level Consistency Learning for Semi-supervised Domain Adaptation IJCAI 2022
Dynamic Domain Generalization IJCAI 2022