Robert A. Jacobs

43 papers A* 2B 6Journal 28Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Neural Network Model of Spatial and Feature-Based Attention.
CoRR
Ruoyang Hu, Robert A. Jacobs
2024 J jnl
Does Stimulus Category Coherence Influence Visual Working Memory? A Rational Analysis.
Cogn. Sci.
Ruoyang Hu, Robert A. Jacobs
2023 J jnl
Rapid runtime learning by curating small datasets of high-quality items obtained from memory.
PLoS Comput. Biol.
Joseph German, Guofeng Cui, Chenliang Xu, Robert A. Jacobs
2020 B conf
Modeling Human Cognitive Flexibility with Extemporaneous Networks.
CogSci
Joseph German, Robert A. Jacobs
2019 B conf
Human Visual Object Similarity Judgments are Viewpoint-Invariant and Part-Based as Revealed via Metric Learning.
CogSci
Joseph German, Robert A. Jacobs
2016 B conf
A 3D shape inference model matches human visual object similarity judgments better than deep convolutional neural networks.
CogSci
Goker Erdogan, Robert A. Jacobs
2016 J jnl
Multisensory Part-based Representations of Objects in Human Lateral Occipital Cortex.
J. Cogn. Neurosci.
Goker Erdogan, Quanjing Chen, Frank Garcea, Bradford Z. Mahon, Robert A. Jacobs
2015 J jnl
From Sensory Signals to Modality-Independent Conceptual Representations: A Probabilistic Language of Thought Approach.
PLoS Comput. Biol.
Goker Erdogan, Ilker Yildirim, Robert A. Jacobs
2014 J jnl
A Concept Learning Approach to Multisensory Object Perception.
CoRR
Ifeoma Nwogu, Goker Erdogan, Ilker Yildirim, Robert A. Jacobs
2014 — conf
Computer vision enhances mobile eye-tracking to expose expert cognition in natural-scene visual-search tasks.
Human Vision and Electronic Imaging
Tommy P. Keane, Nathan D. Cahill, John A. Tarduno, Robert A. Jacobs, Jeff B. Pelz
2014 B conf
Transfer of object shape knowledge across visual and haptic modalities.
CogSci
Goker Erdogan, Ilker Yildirim, Robert A. Jacobs
2012 J jnl
A Rational Analysis of the Acquisition of Multisensory Representations.
Cogn. Sci.
Ilker Yildirim, Robert A. Jacobs
2011 B conf
A Nonparametric Bayesian Model of Visual Short-Term Memory.
CogSci
A. Emin Orhan, Robert A. Jacobs
2011 B conf
An Ideal Observer Model of Visual Short-Term Memory Predicts Human Capacity - Precision Tradeoffs.
CogSci
Chris R. Sims, Robert A. Jacobs, David C. Knill
2011 J jnl
Are People Successful at Learning Sequences of Actions on a Perceptual Matching Task?
Cogn. Sci.
Reiko Yakushijin, Robert A. Jacobs
2011 — conf
Probabilistic Modeling of Dependencies Among Visual Short-Term Memory Representations.
NIPS
A. Emin Orhan, Robert A. Jacobs
2010 J jnl
Integrated Approaches to Perceptual Learning.
Top. Cogn. Sci.
Robert A. Jacobs
2010 J jnl
Visual Learning in Multisensory Environments.
Top. Cogn. Sci.
Robert A. Jacobs, Ladan Shams
2008 J jnl
Learning to Combine Motor Primitives Via Greedy Additive Regression.
J. Mach. Learn. Res.
Manu Chhabra, Robert A. Jacobs
2007 J jnl
Behavioral Shaping for Geometric Concepts.
J. Mach. Learn. Res.
Manu Chhabra, Robert A. Jacobs, Daniel Stefankovic
2006 J jnl
Properties of Synergies Arising from a Theory of Optimal Motor Behavior.
Neural Comput.
Manu Chhabra, Robert A. Jacobs
2006 J jnl
The Costs of Ignoring High-Order Correlations in Populations of Model Neurons.
Neural Comput.
Melchi M. Michel, Robert A. Jacobs
2003 J jnl
A Developmental Approach Aids Motor Learning.
Neural Comput.
Volodymyr Ivanchenko, Robert A. Jacobs
2003 J jnl
Developmental Constraints Aid the Acquisition of Binocular Disparity Sensitivities.
Neural Comput.
Melissa Dominguez, Robert A. Jacobs
2003 J jnl
Visual Development and the Acquisition of Motion Velocity Sensitivities.
Neural Comput.
Robert A. Jacobs, Melissa Dominguez
2002 J jnl
Factorial Hidden Markov Models and the Generalized Backfitting Algorithm.
Neural Comput.
Robert A. Jacobs, Wenxin Jiang, Martin A. Tanner
2002 — conf
Visual Development Aids the Acquisition of Motion Velocity Sensitivities.
NIPS
Robert A. Jacobs, Melissa Dominguez
2001 A* conf
Visual Development and the Acquisition of Binocular Disparity Sensitivities.
ICML
Melissa Dominguez, Robert A. Jacobs
1999 J jnl
Modeling the Combination of Motion, Stereo, and Vergence Angle Cues to Visual Depth.
Neural Comput.
Ione Fine, Robert A. Jacobs
1997 J jnl
A Bayesian Approach to Model Selection in Hierarchical Mixtures-of-Experts Architectures.
Neural Networks
Robert A. Jacobs, Fengchun Peng, Martin A. Tanner
1997 J jnl
Bias/Variance Analyses of Mixtures-of-Experts Architectures.
Neural Comput.
Robert A. Jacobs
1995 J jnl
Methods for combining experts' probability assessments.
Neural Comput.
Robert A. Jacobs
1994 J jnl
Encoding Shape and Spatial Relations: The Role of Receptive Field Size in Coordinating Complementary Representations.
Cogn. Sci.
Robert A. Jacobs, Stephen M. Kosslyn
1994 J jnl
Hierarchical Mixtures of Experts and the EM Algorithm.
Neural Comput.
Michael I. Jordan, Robert A. Jacobs
1993 J jnl
Learning piecewise control strategies in a modular neural network architecture.
IEEE Trans. Syst. Man Cybern.
Robert A. Jacobs, Michael I. Jordan
1993 A* conf
Supervised Learning and Divide-and-Conquer: A Statistical Approach.
ICML
Michael I. Jordan, Robert A. Jacobs
1993 — conf
Task Decompostiion Through Competition in a Modular Connectionist Architecture: The What and Where Vision Tasks.
Machine Learning: From Theory to Applications
Robert A. Jacobs, Michael I. Jordan, Andrew G. Barto
1991 J jnl
Adaptive Mixtures of Local Experts.
Neural Comput.
Robert A. Jacobs, Michael I. Jordan, Steven J. Nowlan, Geoffrey E. Hinton
1991 — conf
Hierarchies of Adaptive Experts.
NIPS
Michael I. Jordan, Robert A. Jacobs
1991 J jnl
Task Decomposition Through Competition in a Modular Connectionist Architecture: The What and Where Vision Tasks.
Cogn. Sci.
Robert A. Jacobs, Michael I. Jordan, Andrew G. Barto
1990 — conf
A Competitive Modular Connectionist Architecture.
NIPS
Robert A. Jacobs, Michael I. Jordan
1989 — conf
Learning to Control an Unstable System with Forward Modeling.
NIPS
Michael I. Jordan, Robert A. Jacobs
1988 J jnl
Increased rates of convergence through learning rate adaptation.
Neural Networks
Robert A. Jacobs