Artificial Intelligence Lab Publications: Recent submissions

Now showing items 328-330 of 1835

    • Stimulus Simplification and Object Representation: A Modeling Study 

      Knoblich, Ulf; Riesenhuber, Maximilan (2002-03-15)
      Tsunoda et al. (2001) recently studied the nature of object representation in monkey inferotemporal cortex using a combination of optical imaging and extracellular recordings. In particular, they examined IT neuron ...

    • Bagging Regularizes 

      Poggio, Tomaso; Rifkin, Ryan; Mukherjee, Sayan; Rakhlin, Alex (2002-03-01)
      Intuitively, we expect that averaging --- or bagging --- different regressors with low correlation should smooth their behavior and be somewhat similar to regularization. In this note we make this intuition precise. ...

    • Global Depth Perception from Familiar Scene Structure 

      Torralba, Antonio; Oliva, Aude (2001-12-01)
      In the absence of cues for absolute depth measurements as binocular disparity, motion, or defocus, the absolute distance between the observer and a scene cannot be measured. The interpretation of shading, edges and junctions ...