665 citations · 1.3k across the 35 of their papers we have counts for
5 papers · 1 filter
Transductive Visual Verb Sense Disambiguation
Sebastiano Vascon, Sinem Aslan, Gianluca Bigaglia +2
Verb Sense Disambiguation is a well-known task in NLP, the aim is to find the correct sense of a verb in a sentence. Recently, this problem has been extended in a multimodal scenar…
DSLib: An open source library for the dominant set clustering method
Sebastiano Vascon, Samuel Rota Bulò, Vittorio Murino +1
DSLib is an open-source implementation of the Dominant Set (DS) clustering algorithm written entirely in Matlab. The DS method is a graph-based clustering technique rooted in the e…
Semantic Change Detection with Asymmetric Siamese Networks
Kunping Yang, Gui-Song Xia, Zicheng Liu +4
Given two multi-temporal aerial images, semantic change detection aims to locate the land-cover variations and identify their change types with pixel-wise boundaries. This problem…
A black-box adversarial attack for poisoning clustering
Antonio Emanuele Cinà, Alessandro Torcinovich, Marcello Pelillo
Clustering algorithms play a fundamental role as tools in decision-making and sensible automation processes. Due to the widespread use of these applications, a robustness analysis…
Efficient Tensor Kernel methods for sparse regression
Feliks Hibraj, Marcello Pelillo, Saverio Salzo +1
Recently, classical kernel methods have been extended by the introduction of suitable tensor kernels so to promote sparsity in the solution of the underlying regression problem. In…