awesome-transfer-learning
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artix41
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
Suppose I train a ML model to classify human face (from direct frontal angle in a day environment) as either male or female on a large labeled dataset. Let call...
Hi @artix41 Please add the following paper related to Domain Adaptation. It has been accepted in IJCNN2019 Oral. Paper: https://arxiv.org/abs/1904.01341 Project page: https://vinodkkurmi.github.io/DiscriminatorDomainAdaptation/ Code: https://github.com/vinodkkurmi/DiscriminatorDomainAdaptation Thanks
References - [1] https://www.sciencedirect.com/science/article/abs/pii/S0952197618301088 [2] https://ieeexplore.ieee.org/abstract/document/8451152 [3] https://link.springer.com/chapter/10.1007/978-3-030-01424-7_34
Just as a quick link list, here is a list of ICLR Submissions using the keyword "Domain Adaptation". I guess waiting for the reviews makes sense before including them in...
- Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions - Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound - Adversarial Multiple Source Domain Adaptation - Co-regularized Alignment...
