Understanding deep image representations by inverting them
Image representations, from SIFT and Bag of Visual Words to Convolutional Neural Networks (CNNs), are a crucial component of almost any image understanding system. Nevertheless,...
Publications
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372 publications
Turning Blood into Brain: Cells Bearing Neuronal Antigens Generated in Vivo from Bone Marrow
Bone marrow stem cells give rise to a variety of hematopoietic lineages and repopulate the blood throughout adult life. We show that, in a strain of mice incapable of developing...
Faster and Better: A Machine Learning Approach to Corner Detection
The repeatability and efficiency of a corner detector determines how likely it is to be useful in a real-world application. The repeatability is important because the same scene...
On the Adaptive Control of the False Discovery Rate in Multiple Testing With Independent Statistics
A new approach to problems of multiple significance testing was presented in Benjamini and Hochberg (1995), which calls for controlling the expected ratio of the number of erron...
The performance of the K6 and K10 screening scales for psychological distress in the Australian National Survey of Mental Health and Well-Being
Background. Two new screening scales for psychological distress, the K6 and K10, have been developed but their relative efficiency has not been evaluated in comparison with exis...
Sifting the evidence---what's wrong with significance tests? Another comment on the role of statistical methods
The findings of medical research are often met with considerable scepticism, even when they have apparently come from studies with sound methodologies that have been subjected t...
The Internet and Social Life
The Internet is the latest in a series of technological breakthroughs in interpersonal communication, following the telegraph, telephone, radio, and television. It combines inno...
Causal Inferences in Nonexperimental Research
Taking an exploratory rather than a dogmatic approach to the problem, this book pulls together materials bearing on casual inference that are widely scattered in the philosophic...
Dicer-deficient mouse embryonic stem cells are defective in differentiation and centromeric silencing
Dicer is the enzyme that cleaves double-stranded RNA (dsRNA) into 21–25-nt-long species responsible for sequence-specific RNA-induced gene silencing at the transcriptional, post...
Preparation and Characterization of Fulleroid and Methanofullerene Derivatives
We describe the synthesis and complete characterization of soluble derivatives of C-60 for applications to physics and biology. The goal of the strategy was to have a ''modular'...
Computer "Experiments" on Classical Fluids. II. Equilibrium Correlation Functions
Equilibrium correlation functions for a dense classical fluid are obtained by integrating the equation of motion of a system of 864 particles interacting through a Lennard-Jones...
Psychological resources, positive illusions, and health.
Psychological beliefs such as optimism, personal control, and a sense of meaning are known to be protective of mental health. Are they protective of physical health as well? The...