Interdisciplinary

Statistical analysis of coupled time series with Kernel Cross-Spectral Density operators. NeurIPS 2013 Studying Relationships between Human Gaze, Description, and Computer Vision CVPR 2013 Third-Order Edge Statistics: Contour Continuation, Curvature, and Cortical Connections NeurIPS 2013 Universal models for binary spike patterns using centered Dirichlet processes NeurIPS 2013 What Are the Invariant Occlusive Components of Image Patches? A Probabilistic Generative Approach NeurIPS 2013 What Do You Do? Occupation Recognition in a Photo via Social Context ICCV 2013 What Object Motion Reveals about Shape with Unknown BRDF and Lighting CVPR 2013 Where Not to Eat? Improving Public Policy by Predicting Hygiene Inspections Using Online Reviews EMNLP 2013 A lattice filter model of the visual pathway NeurIPS 2012 A mechanistic model of early sensory processing based on subtracting sparse representations NeurIPS 2012 An Empirical Etudy of Non-Lexical Extensions to Delexicalized Transfer COLING 2012 A systematic approach to extracting semantic information from functional MRI data NeurIPS 2012 Bayesian active learning with localized priors for fast receptive field characterization NeurIPS 2012 Burn-in, bias, and the rationality of anchoring NeurIPS 2012 Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing NeurIPS 2012 Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models NeurIPS 2012 Compressive neural representation of sparse, high-dimensional probabilities NeurIPS 2012 Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images NeurIPS 2012 Deep Spatio-Temporal Architectures and Learning for Protein Structure Prediction NeurIPS 2012 Delay Compensation with Dynamical Synapses NeurIPS 2012 Diffusion Decision Making for Adaptive k-Nearest Neighbor Classification NeurIPS 2012 Efficient and direct estimation of a neural subunit model for sensory coding NeurIPS 2012 Efficient coding provides a direct link between prior and likelihood in perceptual Bayesian inference NeurIPS 2012 Efficient Spike-Coding with Multiplicative Adaptation in a Spike Response Model NeurIPS 2012 Fully Bayesian inference for neural models with negative-binomial spiking NeurIPS 2012