• Learning Image Relations with Contrast Association Networks 

      Lu, Yao; Yang, Zhirong; Kannala, Juho; Kaski, Samuel (Chapter, 2019)
      Inferring the relations between two images is an important class of tasks in computer vision. Examples of such tasks include computing optical flow and stereo disparity. We treat the relation inference tasks as a machine ...
    • Stochastic Cluster Embedding 

      Yang, Zhirong; Chen, Yuwei; Sedov, Denis; Kaski, Samuel; Corander, Jukka (Peer reviewed; Journal article, 2023)
      Neighbor embedding (NE) aims to preserve pairwise similarities between data items and has been shown to yield an effective principle for data visualization. However, even the best existing NE methods such as stochastic ...