Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 2 of 2 for “"Consistency Regularization"”.
-
Graph Representation Learning for Drug Discovery
… generalization method called counterfactual consistency regularization, which seeks to eliminate spurious correlations in biological assays. Second, we extend property prediction capabilities to combinations of molecules, enabling us to screen and discover synergistic drug therapies. Direct …
-
Label-Efficient Visual Understanding with Consistency Constraints
… as follows. In Part I, we propose to use the consistency over different geometric formulations and a cycle consistency over time to tackle the low-level scene geometry perception tasks in a self-supervised learning setting. In Part II, we tackle the high-level semantic understanding tasks in a …