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Poster
Mon Dec 03 10:30 AM -- 10:40 AM (PST)
Experience-Guided Search: A Theory of Attentional Control
Mike Mozer · David Baldwin
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Poster
Tue Dec 04 10:30 AM -- 10:40 AM (PST)
The Noisy-Logical Distribution and its Application to Causal Inference
Alan L Yuille · HongJing Lu
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Modelling motion primitives and their timing in biologically executed movements
Ben H Williams · Marc Toussaint · Amos Storkey
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A Bayesian Model of Conditioned Perception
Alan A Stocker · Eero Simoncelli
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Combined discriminative and generative articulated pose and non-rigid shape estimation
Leonid Sigal · Alexandru Balan · Michael J Black
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
An in-silico Neural Model of Dynamic Routing through Neuronal Coherence
Devarajan Sridharan · Brian Percival · john arthur · Kwabena A Boahen
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Agreement-Based Learning
Percy Liang · Dan Klein · Michael Jordan
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
An online Hebbian learning rule that performs Independent Component Analysis
Claudia Clopath · André Longtin · Wulfram Gerstner
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Locality and low-dimensions in the prediction of natural experience from fMRI
Francois G Meyer · Greg Stephens
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
The Infinite Markov Model
Daichi Mochihashi · Eiichiro Sumita
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A Bayesian Framework for Cross-Situational Word-Learning
Michael C Frank · Noah Goodman · Josh Tenenbaum
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Sparse deep belief net model for visual area V2
Honglak Lee · Ekanadham Chaitanya · Andrew Y Ng
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Non-parametric Modeling of Partially Ranked Data
Guy Lebanon · Yi Mao
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression
Sennay Ghebreab · Arnold Smeulders · Pieter Adriaans
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Simplified Rules and Theoretical Analysis for Information Bottleneck Optimization and PCA with Spiking Neurons
Lars Buesing · Wolfgang Maass
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
The rat as particle filter
Nathaniel D Daw · Aaron Courville
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Cooled and Relaxed Survey Propagation for MRFs
Hai Leong Chieu · Wee Sun Lee · Yee Whye Teh
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Better than least squares: comparison of objective functions for estimating linear-nonlinear models
Tatyana Sharpee
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes
John P Cunningham · Byron M Yu · Krishna V Shenoy · Maneesh Sahani
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Efficient Bayesian Inference for Dynamically Changing Graphs
Ozgur Sumer · Umut A Acar · Alexander T. Ihler · Ramgopal R. Mettu
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Multi-task Gaussian Process Prediction
Edwin Bonilla · Kian Ming A Chai · Chris Williams
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing
Benjamin Blankertz · Motoaki Kawanabe · Ryota Tomioka · Friederike Hohlefeld · Vadim Nikulin · Klaus-Robert Müller
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Learning Horizontal Connections in a Sparse Coding Model of Natural Images
Pierre Garrigues · Bruno Olshausen
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Theoretical Analysis of Learning with Reward-Modulated Spike-Timing-Dependent Plasticity
Robert Legenstein · Dejan Pecevski · Wolfgang Maass
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Subspace-Based Face Recognition in Analog VLSI
Miguel E Figueroa · Gonzalo Carvajal · Waldo Valenzuela
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
An Analysis of Inference with the Universum
Fabian H Sinz · Olivier Chapelle · Alekh Agarwal · Bernhard Schölkopf
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Transfer Learning using Kolmogorov Complexity: Basic Theory and Empirical Evaluations
M. M. H Mahmud · Sylvian Ray
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
How SVMs can estimate quantiles and the median
Andreas Christmann · Ingo Steinwart
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks
Alex Graves · Santiago Fernandez · Marcus Liwicki · Horst Bunke · Jürgen Schmidhuber
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Learning the 2-D Topology of Images
Nicolas Le Roux · Yoshua Bengio · Pascal Lamblin · Marc Joliveau · Balázs Kégl
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Second Order Bilinear Discriminant Analysis for single trial EEG analysis
Christoforos Christoforou · Paul Sajda · Lucas C Parra
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A configurable analog VLSI neural network with spiking neurons and self-regulating plastic synapses
Massimiliano Giulioni · mario pannunzi · Davide Badoni · Vittorio Dante · paolo del giudice
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Continuous Time Particle Filtering for fMRI
Lawrence Murray · Amos Storkey
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
GRIFT: A graphical model for inferring visual classification features from human data
Michael G Ross · Andrew Cohen
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Bayesian binning beats approximate alternatives: estimating peri-stimulus time histograms
Dominik M Endres · Mike Oram · Johannes E Schindelin · Peter Foldiak
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Kernels on Attributed Pointsets with Applications
Mehul Parsana · Sourangshu Bhattacharya · Chiranjib Bhattacharyya · K. R. Ramakrishnan
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Learning to classify complex patterns using a VLSI network of spiking neurons
Srinjoy Mitra · Giacomo Indiveri · Stefano Fusi
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A neural network implementing optimal state estimation based on dynamic spike train decoding
Omer Bobrowski · Ron Meir · Shy Shoham · Yonina Eldar
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A Constraint Generation Approach to Learning Stable Linear Dynamical Systems
Sajid M Siddiqi · Byron Boots · Geoffrey Gordon
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Markov Chain Monte Carlo with People
Adam Sanborn · Tom Griffiths
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Comparing Bayesian models for multisensory cue combination without mandatory integration
Ulrik Beierholm · Konrad P Kording · Ladan Shams · Wei Ji Ma
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Object Recognition by Scene Alignment
Bryan C Russell · Antonio Torralba · Ce Liu · Rob Fergus · William Freeman
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Exponential Family Predictive Representations of State
David Wingate · Satinder Singh
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Ensemble Clustering using Semidefinite Programming
Vikas Singh · Lopamudra Mukherjee · Jiming Peng · Jinhui Xu
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Predicting human gaze using low-level saliency combined with face detection
Moran Cerf · Jonathan Harel · Wolfgang Einhäuser · Christof Koch
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Near-Maximum Entropy Models for Binary Neural Representations of Natural Images
Matthias Bethge · Philipp Berens
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Receptive Fields without Spike-Triggering
Jakob H Macke · Günther Zeck · Matthias Bethge
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
One-Pass Boosting
Zafer Barutcuoglu · Phil Long · Rocco A Servedio
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Augmented Functional Time Series Representation and Forecasting with Gaussian Processes
Nicolas Chapados · Yoshua Bengio
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Efficient Inference forDistributions on Permutations
Jonathan Huang · Carlos Guestrin · Leonidas Guibas
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
EEG-Based Brain-Computer Interaction: Improved Accuracy by Automatic Single-Trial Error Detection
Pierre W Ferrez · José del R. Millán
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Neural characterization in partially observed populations of spiking neurons
Jonathan W Pillow · Peter E Latham
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Kernel Measures of Conditional Dependence
Kenji Fukumizu · Arthur Gretton · Xiaohai Sun · Bernhard Schölkopf
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A complexity measure for intuitive theories
Charles Kemp · Noah Goodman · Josh Tenenbaum
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
The discriminant center-surround hypothesis for bottom-up saliency
Dashan Gao · Vijay Mahadevan · Nuno Vasconcelos
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Estimating disparity with confidence from energy neurons
Eric Kong-Chau Tsang · Bertram E Shi
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Hippocampal Contributions to Control: The Third Way
Mate Lengyel · Peter Dayan
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Modeling Natural Sounds with Modulation Cascade Processes
Richard Turner · Maneesh Sahani
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Bayesian Multi-View Learning
Shipeng Yu · Balaji R Krishnapuram · Romer E Rosales · Harald Steck · R. Bharat Rao
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Contraction Properties of VLSI Cooperative Competitive Neural Networks of Spiking Neurons
Emre Neftci · Elisabetta Chicca · Giacomo Indiveri · Jean-Jacques Slotine · Rodney J Douglas
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Expectation Maximization, Posterior Constraints, and Statistical Alignment
Kuzman Ganchev · Joao V Graca · Ben Taskar
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Measuring Neural Synchrony by Message Passing
Justin Dauwels · François Vialatte · Tomasz M Rutkowski · Andrzej S CICHOCKI
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Extending position/phase-shift tuning to motion energy neurons improves velocity discrimination
Stanley, Yiu Man LAM · Bertram E Shi
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A probabilistic model for generating realistic lip movements from speech
Gwenn Englebienne · Tim Cootes · Magnus Rattray
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Retrieved context and the discovery of semantic structure
Vinayak Rao · Marc Howard
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Learning with Tree-Averaged Densities and Distributions
Sergey Kirshner
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Bayesian Inference for Spiking Neuron Models with a Sparsity Prior
Sebastian Gerwinn · Jakob H Macke · Matthias Seeger · Matthias Bethge
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Inferring Elapsed Time from Stochastic Neural Processes
Misha B Ahrens · Maneesh Sahani
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
On Sparsity and Overcompleteness in Image Models
Pietro Berkes · Richard Turner · Maneesh Sahani
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Optimal models of sound localization by barn owls
Brian J Fischer
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Blind channel identification for speech dereverberation using l1-norm sparse learning
Yuanqing Lin · Jingdong Chen · Youngmoo E Kim · Daniel Lee
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Learning Visual Attributes
Vittorio Ferrari · Andrew Zisserman
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Nearest-Neighbor-Based Active Learning for Rare Category Detection
Jingrui He · Jaime Carbonell
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A Spectral Regularization Framework for Multi-Task Structure Learning
Andreas Argyriou · Charles A. Micchelli · Massimiliano Pontil · Yiming Ying
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Sequential Hypothesis Testing under Stochastic Deadlines
Peter Frazier · Angela Yu
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Bayesian Agglomerative Clustering with Coalescents
Yee Whye Teh · Hal Daumé III · Dan Roy
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Congruence between model and human attention reveals unique signatures of critical visual events
Robert J Peters · Laurent Itti
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