In the last months I gave several times this talk about my recent work on knowledge transfer for large-scale visual recognition problems (e.g. Aquifi Inc – Palo Alto, Google Research, UC Santa Cruz, MICC, U. of Parma, U. of Catania, U. of Padova, “Ca’ Foscari” U. Venice). The key idea of our work is to transfer prior contextual knowledge to novel scenes where it is hard to collect large-scale training data [slides available online].

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