Consistency regularization is one of the most widely-used techniques for semi-supervised learning (SSL). Generally, the aim is to train a model that i...

We present a novel bipartite graph reasoning Generative Adversarial Network (BiGraphGAN) for two challenging tasks: person pose and facial image synth...

Visual-language navigation (VLN) is the task of entailing an agent to carry out navigational instructions inside photo-realistic environments. One of...

Entity matching (EM), as a fundamental task in data cleansing and integration, aims to identify the data records in databases that refer to the same r...

In in situ data management scenarios, large data files, which do not fit in main memory, must be efficiently handled using commodity hardware, without...