- Memory-based face recognition for visitor identification
Terence Sim, Rahul Sukthankar, Matthew Mullin, and Shumeet Baluja
Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition, March, 2000, pp. 214 - 220.
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pdf (177KB) | Copyrighted
- High-Performance Memory-based Face Recognition for Visitor Identification
Terence Sim, Rahul Sukthankar, M. Mullin, and Shumeet Baluja
January, 1999.
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pdf (185KB) | Copyrighted
- Applying Machine Learning for High Performance Named-Entity Extraction
Shumeet Baluja, Vibhu Mittal, and Rahul Sukthankar
Pacific Association for Computtational Linguistics, 1999.
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pdf (330KB) | Copyrighted
- Making Templates Rotationally Invariant: An Application to Rotated Digit Recognition
Shumeet Baluja
Advances in Neural Information Processing Systems NIPS '99, 1999.
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pdf (537KB) | Copyrighted
- Rotation Invariant Neural Network-Based Face Detection
Henry Rowley, Shumeet Baluja, and Takeo Kanade
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, June, 1998.
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pdf (1MB) | Copyrighted
- Neural Network-Based Face Detection
Henry Rowley, Shumeet Baluja, and Takeo Kanade
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 20, No. 1, January, 1998, pp. 23-38.
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pdf (1MB) | Copyrighted
- Fast Probabilistic Modeling for Combinatorial Optimization
Shumeet Baluja and Scott Davies
Proceedings of the Fifteenth National Conference on Artificial Intelligence (AAAI-98), 1998.
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pdf (852KB) | Copyrighted
- Human Face Detection in Visual Scenes
Henry Rowley, Shumeet Baluja, and Takeo Kanade
IEEE Transactions on Pattern Analysis and Machine Intelligence, , 1998
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- Multiple Adaptive Intelligent Agents for Tactical Driving
Rahul Sukthankar, Shumeet Baluja, and John Hancock
International Journal of Applied Intelligence, , 1998
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pdf (395KB) | Copyrighted
- Pool-Wise Crossover in Genetic Algorithms: An
Information-Theoretic Perspective
Shumeet Baluja and Scott Davies
Proceedings of FOGA-98, 1998.
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pdf (60KB) | Copyrighted
- Probabilistic Modeling for Face Orientation Discrimination: Learning from Labeled and Unlabeled Data
Shumeet Baluja
Neural Information Procesing systems (NIPS '98), 1998.
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pdf (82KB) | Copyrighted
- Expectation-based selective attention for visual monitoring and control of a robot vehicle
Shumeet Baluja and Dean Pomerleau
Robotics and Autonomous Systems, Vol. 22, No. 3-4, December, 1997, pp. 329-344.
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pdf (131KB) | Copyrighted
- Rotation Invariant Neural Network-Based Face Detection
Henry Rowley, Shumeet Baluja, and Takeo Kanade
tech. report CMU-CS-97-201, Computer Science Department, Carnegie Mellon University, December, 1997
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pdf (2MB) | Copyrighted
- Evolving an Intelligent Vehicle for Tactical Reasoning in Traffic
Rahul Sukthankar, Shumeet Baluja, and John Hancock
Proceedings of the International Conference on Robotics and Automation, April, 1997, pp. 519 - 524.
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pdf (183KB) | Copyrighted
- Combining Multiple Optimization Runs with Optimal Dependency Trees
Shumeet Baluja and Scott Davies
tech. report CMU-CS-97-157, Computer Science Department, Carnegie Mellon University, 1997
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pdf (846KB) | Copyrighted
- Dynamic Relevance: Vision-based focus of attention using artificial neural networks
Shumeet Baluja and Dean Pomerleau
Artificial Intelligence 97, 1997, pp. 381-395.
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pdf (87KB) | Copyrighted
- Using Optimal Dependency-Trees for Combinatorial Optimization: Learning the Structure of the Search Space
Shumeet Baluja and Scott Davies
tech. report CMU-CS-97-107, Computer Science Department, Carnegie Mellon University, 1997
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pdf (64KB) | Copyrighted
- Using Optimal Dependency-Trees for Combinatorial Optimization: Learning the Structure of the Search Space
Shumeet Baluja and Scott Davies
Proceedings of the 1997 International Conference on Machine
Learning, 1997.
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pdf (58KB) | Copyrighted
- Genetic Algorithms and Explicit Search Statistics
Shumeet Baluja
Advances in Neural ndformation Processing Systems (NIPS '96), December, 1996.
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pdf (30KB) | Copyrighted
- Evolution-Based Methods for Selecting Point Data for Object Localization: Applications to Computer-Assisted Surgery
Shumeet Baluja and David Simon
tech. report CMU-CS-96-183, Computer Science Department, Carnegie Mellon University, November, 1996
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pdf (571KB) | Copyrighted
- An Empirical Comparison of Seven Iterative and Evolutionary Heuristics for Static Function Optimization
Shumeet Baluja
Proceedings of the Eleventh International Conference on Systems
Engineering, July, 1996.
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pdf (485KB) | Copyrighted
- Evolution of an artificial neural network based autonomous land vehicle controller
Shumeet Baluja
IEEE Transactions on Systems, Man and
Cybernetics, Part B, Vol. 26, No. 3, June, 1996, pp. 450 - 463.
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pdf (2MB) | Copyrighted
- Neural Network-Based Face Detection
Henry Rowley, Shumeet Baluja, and Takeo Kanade
Computer Vision and Pattern Recognition '96, June, 1996.
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pdf (452KB) | Copyrighted
- Neural Network-Based Face Detection
Henry Rowley, Shumeet Baluja, and Takeo Kanade
Proceedings of the 1996 DARPA Image Understanding Workshop, February, 1996.
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pdf (773KB) | Copyrighted
- Adaptive Intelligent Vehicle Modules for Tactical Driving
Rahul Sukthankar, John Hancock, Shumeet Baluja, Dean Pomerleau, and Chuck Thorpe
Proceedings AAAI '96, 1996.
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pdf (126KB) | Copyrighted
- Expectation-Based Selective Attention
Shumeet Baluja
tech. report CMU-CS-96-182, Computer Science Department, Carnegie Mellon University, 1996
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- Human Face Detection in Visual Scenes
Henry Rowley, Shumeet Baluja, and Takeo Kanade
Advances in Neural Information Processing Systems 8, 1996, pp. 875 - 881.
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pdf (698KB) | Copyrighted
- Prototyping Intelligent Vehicle Modules Using Evolutionary Algorithms
Shumeet Baluja, Rahul Sukthankar, and John Hancock
Evolutionary Algorithms in Engineering Applications, Dasgupta, D. and Michalewicz, Z., ed., Springer-Verlag, Berlin, 1996, pp. 241 - 257.
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pdf (342KB) | Copyrighted
- Using the Future to Sort Out the Present: Rankprop and Multitask Learning for Medical Risk Analysis
R. Caruana, Shumeet Baluja, and Tom Mitchell
Neural
Information Processing 7, December, 1995.
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pdf (137KB) | Copyrighted
- Human Face Detection in Visual Scenes
Henry Rowley, Shumeet Baluja, and Takeo Kanade
tech. report CMU-CS-95-158R, Computer Science Department, Carnegie Mellon University, November, 1995
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pdf (2MB) | Copyrighted
- An Empirical Comparison of Seven Iterative and Evolutionary Function Optimzation Heuristics
Shumeet Baluja
tech. report CMU-CS-95-193, Computer Science Department, Carnegie Mellon University, September, 1995
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pdf (63KB) | Copyrighted
- Removing the Genetics from the Standard Genetic Algorithm
Shumeet Baluja and R. Caruana
tech. report CMU-CS-95-141, Computer Science Department, Carnegie Mellon University, May, 1995
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pdf (109KB) | Copyrighted
- Using the Representation in a Neural Network's Hidden Layer For Task-Specific Focus of Attention
Shumeet Baluja and Dean Pomerleau
tech. report CMU-CS-95-143, Computer Science Department, Carnegie Mellon University, May, 1995
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pdf (76KB) | Copyrighted
- Artificial Neural Network Evolution: Learning to Steer a Land Vehicle
Shumeet Baluja
The Applications Handbook of Genetic Algorithms: New Frontiers Volume II, L. Chambers, ed., CRC Press, Boca Raton, FL, 1995, pp. 31-51.
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pdf (1MB) | Copyrighted
- Removing the Genetics from the Standard Genetic Algorithm
Shumeet Baluja and R. Caruana
The
Proceedings of the 12th Annual Conference on Machine Learning, 1995, pp. 38 - 46.
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pdf (108KB) | Copyrighted
- Using a Saliency Map for Active Spatial Selective Attention: Implementation & Initial Results
Shumeet Baluja and Dean Pomerleau
Advances in Neural Information Processing Systems, G. Tesauro, D.S. Touretzky and T.K. Leen, ed., MIT Press, Cambridge MA, 1995, pp. 451-458.
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- Using the Future to 'Sort Out' the Present: Rankprop and Multitask Learning for Medical Risk Evaluation
Rich Caruana, Shumeet Baluja, and Tom Mitchell
Advances in Neural Information Processing Systems (NIPS '95), 1995.
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pdf (137KB) | Copyrighted
- Reducing Network Depth in the Cascade-Correlation Learning Architecture
Shumeet Baluja and S. Fahlman
tech. report CMU-CS-94-209, Computer Science Department, Carnegie Mellon University, October, 1994
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pdf (162KB) | Copyrighted
- Non-Intrusive Gaze Tracking Using Artificial Neural Networks
Shumeet Baluja and Dean Pomerleau
tech. report CMU-CS-94-102, Computer Science Department, Carnegie Mellon University, January, 1994
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pdf (232KB) | Copyrighted
- Population-Based Incremental Learning: A Method for Integrating Genetic Search Based Function Optimization and Competitive Learning
Shumeet Baluja
tech. report CMU-CS-94-163, Computer Science Department, Carnegie Mellon University, 1994
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pdf (214KB) | Copyrighted
- Simulating a Users Preferences: Toward Automated Artificial Evolution for Computer Generated Images.
Shumeet Baluja, Dean Pomerleau, and Todd Jochem
Journal of Connection Science, Vol. 6, No. 2 and 3, 1994, pp. 325-354.
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- Towards Automated Artificial Evolution for Computer-generated Images
Shumeet Baluja, Dean Pomerleau, and Todd Jochem
Connection Science, Vol. 6, No. 2 & 3, 1994, pp. 325-354.
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pdf (460KB) | Copyrighted
- Using a Saliency Map for Active Spatial Selective Attention: Implementation & Initial Results
Shumeet Baluja and Dean Pomerleau
Advances in Neural Information Processing Systems, 1994, pp. 753-760.
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pdf (152KB) | Copyrighted
- A Massively Parallel Road Follower
Todd Jochem and Shumeet Baluja
Proceedings of Computer Architectures for Machine Perception, December, 1993, pp. 2 - 12.
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pdf (1MB) | Copyrighted
- Simulating User's Preferences: Towards Automated Artificial Evolution for Computer Generated Images
Shumeet Baluja, Dean Pomerleau, and Todd Jochem
tech. report CMU-CS-93-198, Computer Science Department, Carnegie Mellon University, October, 1993
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- Massively Parallel, Adaptive, Color Image Processing for Autonomous Road Following
Todd Jochem and Shumeet Baluja
tech. report CMU-RI-TR-93-10, Robotics Institute, Carnegie Mellon University, May, 1993
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pdf (3MB) | Copyrighted
- Non-Intrusive Gaze Tracking Using Artificial Neural Networks
Shumeet Baluja and Dean Pomerleau
Working Notes: AAAI Fall Symposium Series, Machine Learning in Computer Vision: What, Why and How?, 1993.
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- Structure and Performance of Fine Grain Parallelism in Genetic Search
Shumeet Baluja
Genetic Algorithms: Proceedings of the Fifth International Conference (ICGA93), 1993.
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pdf (739KB) | Copyrighted
- The Evolution of Genetic Algorithms: Towards Massive Parallelism
Shumeet Baluja
Machine Learning: Proceedings of the Tenth International Conference, 1993.
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pdf (303KB) | Copyrighted
- A Massively Distributed Parallel Genetic Algorithm (mdpGA)
Shumeet Baluja
tech. report CMU-CS-92-196, Computer Science Department, Carnegie Mellon University, October, 1992
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pdf (53KB) | Copyrighted
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