Namespace:    domain-adaptation

PI: Nuno Vasconcelos
Institution: University of California, San Diego
Project description:

Domain Adaptation: We are investigating methods for transfer learning and multi-task learning. The target is to use a well pre-trained model for other tasks with or without supervision and build the bridge between different domains. Currently, we focus on the problem about unsupervised domain adaptation for semantic segmentation and multi-domain learning for several classification datasets.

Software: Python, CUDA, PyTorch, TensorFlow, Caffe, NumPy, OpenCV

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