Publications: Recent submissions

Now showing items 64-66 of 160

    • Representations That Learn vs. Learning Representations 

      Liao, Qianli; Poggio, Tomaso (2018-12-31)
      During the last decade, we have witnessed tremendous progress in Machine Learning and especially the area of Deep Learning, a.k.a. “Learning Representations” (LearnRep for short). There is even an International Conference ...

    • When Is Handcrafting Not a Curse? 

      Liao, Qianli; Poggio, Tomaso (2018-12-31)
      Recently, with the proliferation of deep learning, there is a strong trend of abandoning handcrafted sys- tems/features in machine learning and AI by replacing them with “end-to-end” systems “learned from scratch”. These ...

    • What am I searching for? 

      Zhang, Mengmi; Feng, Jiashi; Lim, Joo Hwee; Zhao, Qi; Kreiman, Gabriel (Center for Brains, Minds and Machines (CBMM), arXiv.org, 2018-07-31)
      Can we infer intentions and goals from a person's actions? As an example of this family of problems, we consider here whether it is possible to decipher what a person is searching for by decoding their eye movement behavior. ...