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Domain Adaptation

854 directly classified papers

Papers per year

Papers

TOHAN: A One-step Approach towards Few-shot Hypothesis Adaptation NIPS 2021
Integrated Latent Heterogeneity and Invariance Learning in Kernel Space NIPS 2021
SSAL: Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection NIPS 2021
Cycle Self-Training for Domain Adaptation NIPS 2021
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background Mixing NIPS 2021
Towards Context-Agnostic Learning Using Synthetic Data NIPS 2021
Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning AAAI 2020
Simultaneous Learning of Pivots and Representations for Cross-Domain Sentiment Classification AAAI 2020
Unsupervised Domain Adaptation on Reading Comprehension AAAI 2020
Back to the Future – Temporal Adaptation of Text Representations AAAI 2020
Joint Adversarial Learning for Domain Adaptation in Semantic Segmentation AAAI 2020
Bi-Directional Generation for Unsupervised Domain Adaptation AAAI 2020
Adversarial Domain Adaptation with Domain Mixup AAAI 2020
Dual Adversarial Co-Learning for Multi-Domain Text Classification AAAI 2020
Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling AAAI 2020
Discriminative Adversarial Domain Adaptation AAAI 2020
Unsupervised Domain Adaptation via Discriminative Manifold Embedding and Alignment AAAI 2020
Representation Learning with Multiple Lipschitz-Constrained Alignments on Partially-Labeled Cross-Domain Data AAAI 2020
AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows AAAI 2020
Adversarial-Learned Loss for Domain Adaptation AAAI 2020
Generative Adversarial Networks for Video-to-Video Domain Adaptation AAAI 2020
HoMM: Higher-Order Moment Matching for Unsupervised Domain Adaptation AAAI 2020
Multi-Source Domain Adaptation for Visual Sentiment Classification AAAI 2020
Human-Machine Collaboration for Fast Land Cover Mapping AAAI 2020
Modeling Electrical Motor Dynamics Using Encoder-Decoder with Recurrent Skip Connection AAAI 2020