S. Baluja

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Human Face Detection in Visual Scenes

Takeo Kanade, Shumeet Baluja, Henry A. Rowley, 1995, NIPS.

Neural Network-Based Face Detection

Takeo Kanade, Shumeet Baluja, Henry A. Rowley, 1998, IEEE Trans. Pattern Anal. Mach. Intell..

Towards Automated Artificial Evolution for Computer-generated Images

Shumeet Baluja, Todd Jochem, Dean Pomerleau, 1993, Connect. Sci..

Combining Multiple Optimization Runs with Optimal Dependency Trees

S. Baluja, S. Davies, 1997 .

Rotation Invariant Neural Network-Based Face Detection

Takeo Kanade, Shumeet Baluja, Henry A. Rowley, 1998, Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.98CB36231).

Using a Saliency Map for Active Spatial Selective Attention: Implementation & Initial Results

Shumeet Baluja, Dean Pomerleau, D. Pomerleau, 1994, NIPS.

Permutation grouping: intelligent Hash function design for audio & image retrieval

Sergey Ioffe, Shumeet Baluja, Michele Covell, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Statistical Machine Learning for Large-Scale Optimization

Kee-Eung Kim, Thomas G. Dietterich, Russell Impagliazzo, 2000 .

Rotation invariant neural network-based face detection

Takeo Kanade, Shumeet Baluja, Henry A. Rowley, 1998, Proceedings. 1998 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No.98CB36231).

A Method for Integrating Genetic Search Based Function Optimization and Competitive Learning

Shumeet Baluja, S. Baluja, 1994 .

Boosting Sex Identification Performance

Shumeet Baluja, Henry A. Rowley, H. Rowley, 2005, International Journal of Computer Vision.

Using Optimal Dependency-Trees for Combinatorial Optimization: Learning the Structure of the Search Space

S. Baluja, S. Davies, 1997 .

An Empirical Comparison of Seven Iterative and Evolutionary Function Optimization Heuristics

S. Baluja, 1995 .

Removing the Genetics from the Standard Genetic Algorithm

Rich Caruana, Shumeet Baluja, R. Caruana, 1995, ICML.

Video suggestion and discovery for youtube: taking random walks through the view graph

Shankar Kumar, D. Sivakumar, Jay Yagnik, 2008, WWW.

Expectation-based selective attention

Shumeet Baluja, S. Baluja, 1996 .

Advances in Neural Information Processing

Shumeet Baluja, Dean A. Pomerleau, D. Pomerleau, 1994 .

Variable Rate Image Compression with Recurrent Neural Networks pdf

David Minnen, Rahul Sukthankar, George Toderici, 2015, ICLR.

VisualRank: Applying PageRank to Large-Scale Image Search

Shumeet Baluja, Yushi Jing, S. Baluja, 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Learning to hash: forgiving hash functions and applications

Shumeet Baluja, Michele Covell, S. Baluja, 2008, Data Mining and Knowledge Discovery.

Probabilistic Modeling for Face Orientation Discrimination: Learning from Labeled and Unlabeled Data

Shumeet Baluja, S. Baluja, 1998, NIPS.

Expectation-based selective attention for visual monitoring and control of a robot vehicle

Shumeet Baluja, Dean Pomerleau, D. Pomerleau, 1997, Robotics Auton. Syst..

Non-Intrusive Gaze Tracking Using Artificial Neural Networks

Shumeet Baluja, Dean Pomerleau, D. Pomerleau, 1993, NIPS.

Neural network-based face detection

Takeo Kanade, Shumeet Baluja, Henry A. Rowley, 1996, Proceedings CVPR IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

The Silicon Jungle: A Novel of Deception, Power, and Internet Intrigue

S. Baluja, 2011 .

Genetic Algorithms and Explicit Search Statistics

Shumeet Baluja, S. Baluja, 1996, NIPS.

POOL-WISE CROSSOVER IN GENETIC ALGORITHMS : AN INFORMATION-THEORETIC VIEW

S. Baluja, S. Davies, Henry St. Pittsburgh, 1998 .

Statistical Machine Learning for Large-Scale Optimization Contributors

Thomas G. Dietterich, Wray L. Buntine, R. Impagliazzo, 2022 .

AD-A 256 617 A Massively Distributed Parallel Genetic Algorithm ( mdpGA )

S. Baluja, 2022 .

Immediate gestalt: shapes, typography and (quite irregular) shape packing

S. Baluja, 2020, Journal of Mathematics and the Arts.

Truth, Lies, and Algorithms

Shumeet Baluja, S. Baluja, 2011 .

The Silicon Jungle

S. Baluja, 2017 .

Coordinated Multi-Device Presentations: Ambient-Audio Identification

Shumeet Baluja, Michele Covell, Michael Fink, 2008, Encyclopedia of Wireless and Mobile Communications.

The Equilibrium Genetic Algorithm and the Role of Crossover

Alistair Sinclair, Ari Juels, Shumeet Baluja, 1993 .

A natural representation of colors with textures

S. Baluja, 2022, The Visual Computer.

Task-specific color spaces and compression for machine-based object recognition

S. Baluja, Nick Johnston, David Marwood, 2019 .

Contextual Convolution Blocks

S. Baluja, David Marwood, 2021, British Machine Vision Conference.

Empirical Explorations in Training Networks with Discrete Activations pdf

Shumeet Baluja, S. Baluja, 2018, ArXiv.

Learning deep models of optimization landscapes

Shumeet Baluja, S. Baluja, 2017, 2017 IEEE Symposium Series on Computational Intelligence (SSCI).

Deep Learning for Explicitly Modeling Optimization Landscapes pdf

Shumeet Baluja, S. Baluja, 2017, ArXiv.

Learning "Forgiving" Hash Functions: Algorithms and Large Scale Tests

Shumeet Baluja, Michele Covell, S. Baluja, 2007, IJCAI.

A large scale study of wireless search behavior: Google mobile search

Shumeet Baluja, Maryam Kamvar, S. Baluja, 2006, CHI.

Adversarial Transformation Networks: Learning to Generate Adversarial Examples pdf

Ian S. Fischer, Shumeet Baluja, Ian Fischer, 2017, ArXiv.

Applying Machine Learning for High‐Performance Named‐Entity Extraction

Vibhu O. Mittal, Rahul Sukthankar, Shumeet Baluja, 2000, Comput. Intell..

Learning to Attack: Adversarial Transformation Networks

Ian S. Fischer, Shumeet Baluja, Ian Fischer, 2018, AAAI.

Learning typographic style: from discrimination to synthesis

Shumeet Baluja, S. Baluja, 2017, Machine Vision and Applications.

Learning Typographic Style pdf

Shumeet Baluja, S. Baluja, 2016, ArXiv.

Evolution of an artificial neural network based autonomous land vehicle controller

Shumeet Baluja, S. Baluja, 1996, IEEE Trans. Syst. Man Cybern. Part B.

Hiding Images within Images

Shumeet Baluja, S. Baluja, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Hiding Images in Plain Sight: Deep Steganography

Shumeet Baluja, S. Baluja, 2017, NIPS.

Using the Future to Sort Out the Present: Rankprop and Multitask Learning for Medical Risk Evaluation

Tom M. Mitchell, Rich Caruana, Shumeet Baluja, 1995, NIPS.

Neighborhood Preserving Codes for Assigning Point Labels: Applications to Stochastic Search

Shumeet Baluja, Michele Covell, S. Baluja, 2013, ICCS.

Point Representation for Local Optimization: Towards Multi-Dimensional Gray Codes

Shumeet Baluja, Michele Covell, S. Baluja, 2013 .

Incorporating a priori Knowledge in Probabilistic-Model Based Optimization

Shumeet Baluja, S. Baluja, 2006, Scalable Optimization via Probabilistic Modeling.

Using a priori knowledge to create probabilistic models for optimization

Shumeet Baluja, S. Baluja, 2002, Int. J. Approx. Reason..

The Evolution of Gennetic Algorithms: Towards Massive Parallelism

Shumeet Baluja, S. Baluja, 1993, ICML.

Structure and Performance of Fine-Grain Parallelism in Genetic Search

Shumeet Baluja, S. Baluja, 1993, ICGA.

A Massively Distributed Parallel Genetic Algorithm

Shumeet Baluja, S. Baluja, 1992 .

Apga: an adaptive Parallel Genetic Algorithm

Gunar E. Liepins, Shumeet Baluja, S. Baluja, 1992, Computer Science and Operations Research.

Using Optimal Dependency-Trees for Combinational Optimization

Shumeet Baluja, Scott Davies, S. Baluja, 1997, ICML.

Evolution-Based Methods for Selecting Point Data for Object Localization: Applications to Computer-Assisted Surgery

Shumeet Baluja, David Simon, S. Baluja, 2004, Applied Intelligence.

Evolving an intelligent vehicle for tactical reasoning in traffic

Rahul Sukthankar, Shumeet Baluja, John A. Hancock, 1997, Proceedings of International Conference on Robotics and Automation.

Prototyping Intelligent Vehicle Modules Using Evolutionary Algorithms

Rahul Sukthankar, Shumeet Baluja, John Hancock, 1997 .

Fast Probabilistic Modeling for Combinatorial Optimization

Shumeet Baluja, Scott Davies, S. Baluja, 1998, AAAI/IAAI.

Query suggestions for mobile search: understanding usage patterns

Shumeet Baluja, Maryam Kamvar, S. Baluja, 2008, CHI.

Finding Regions of Uncertainty in Learned Models: An Application to Face Detection

Shumeet Baluja, S. Baluja, 1998, PPSN.

Automated image-orientation detection: a scalable boosting approach

Shumeet Baluja, S. Baluja, 2007, Pattern Analysis and Applications.

Reducing Network Depth in the Cascade-Correlation Learning Architecture,

Shumeet Baluja, Scott E. Fahlman, S. Fahlman, 1994 .

WWW 2009 MADRID! Track: User Interfaces and Mobile Web / Session: User Interfaces What’s Up CAPTCHA? A CAPTCHA Based on Image Orientation

Rich Gossweiler, Shumeet Baluja, Maryam Kamvar, 2022 .

Local optimization using simulated annealing

William T. Scherer, Shumeet Baluja, S. Baluja, 1992, [Proceedings] 1992 IEEE International Conference on Systems, Man, and Cybernetics.

Dynamic Relevance: Vision-Based Focus of Attention Using Artificial Neural Networks. (Technical Note)

Shumeet Baluja, Dean Pomerleau, D. Pomerleau, 1997, Artif. Intell..

Using the Representation in a Neural Network's Hidden Layer for Task-Specific Focus of Attention

Shumeet Baluja, Dean Pomerleau, D. Pomerleau, 1995, IJCAI.

Artificial Neural Network Based Detection and Diagnosis of Plasma-Etch Faults

Roy A. Maxion, Shumeet Baluja, S. Baluja, 1997 .

Mass personalization: social and interactive applications using sound-track identification

Shumeet Baluja, Michele Covell, Michael Fink, 2006, Multimedia Tools and Applications.

Social- and Interactive-Television Applications Based on Real-Time Ambient-Audio Identification

Michael Fink, Shumeet Baluja, Michele Covell, 2006 .

Deciphering Trends in Mobile Search

Shumeet Baluja, Maryam Kamvar, S. Baluja, 2007, Computer.

LSH banding for large-scale retrieval with memory and recall constraints

Shumeet Baluja, Michele Covell, S. Baluja, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Table-Based Neural Units: Fully Quantizing Networks for Multiply-Free Inference pdf

Shumeet Baluja, Michele Covell, Nick Johnston, 2019, ArXiv.

No Multiplication? No Floating Point? No Problem! Training Networks for Efficient Inference pdf

Shumeet Baluja, Michele Covell, Nick Johnston, 2018, ArXiv.

Interpretable Actions: Controlling Experts with Understandable Commands

Shumeet Baluja, Michele Covell, David Marwood, 2021, AAAI.

The Happy Searcher: Challenges in Web Information Retrieval

Vibhu O. Mittal, Shumeet Baluja, Henry A. Rowley, 2004, PRICAI.

Making Templates Rotationally Invariant. An Application to Rotated Digit Recognition

Shumeet Baluja, S. Baluja, 1998, NIPS.

Learning typographic style: from discrimination to synthesis

S. Baluja, 2017, Machine Vision and Applications.

Variable Rate Image Compression with Recurrent Neural Networks

R. Sukthankar, G. Toderici, S. Baluja, 2015, ICLR.

Pagerank for product image search

Shumeet Baluja, Yushi Jing, S. Baluja, 2008, WWW.

Learning to Render Better Image Previews

Shumeet Baluja, Michele Covell, Nick Johnston, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Neural Image Decompression: Learning to Render Better Image Previews pdf

Shumeet Baluja, Michele Covell, Nick Johnston, 2018, ArXiv.

Multiple Adaptive Agents for Tactical Driving

Rahul Sukthankar, Shumeet Baluja, John A. Hancock, 1998, Applied Intelligence.

Adaptive Intelligent Vehicle Modules for Tactical Driving

Rahul Sukthankar, Shumeet Baluja, Charles E. Thorpe, 1996 .

Browsing on small screens: recasting web-page segmentation into an efficient machine learning framework

Shumeet Baluja, S. Baluja, 2006, WWW '06.

Advances in Neural Information Processing

D. Pomerleau, S. Baluja, 1994 .

Adding Non-Linear Context to Deep Networks

S. Baluja, Michele Covell, David Marwood, 2022, International Conference on Information Photonics.

The role of context in query input: using contextual signals to complete queries on mobile devices

Shumeet Baluja, Maryam Kamvar, S. Baluja, 2007, Mobile HCI.

What's up CAPTCHA?: a CAPTCHA based on image orientation

S. Baluja, Maryam Kamvar, R. Gossweiler, 2009, WWW '09.

Large scale image-based adult-content filtering

Shumeet Baluja, Yushi Jing, Henry A. Rowley, 2006, VISAPP.

Known-Audio Detection using Waveprint: Spectrogram Fingerprinting by Wavelet Hashing

Shumeet Baluja, Michele Covell, S. Baluja, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Audio Fingerprinting: Combining Computer Vision & Data Stream Processing

Shumeet Baluja, Michele Covell, S. Baluja, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Text Classification through Time - Efficient Label Propagation in Time-Based Graphs

D. Sivakumar, Shumeet Baluja, Deepak Ravichandran, 2009, KDIR.

The infinite doodler: expanding textures within tightly constrained manifolds

S. Baluja, 2023, The Visual Computer.

Texture for Colors: Natural Representations of Colors Using Variable Bit-Depth Textures pdf

Shumeet Baluja, S. Baluja, 2021, arXiv.org.

Content Fingerprinting Using Wavelets

Shumeet Baluja, Michele Covell, S. Baluja, 2006 .

An Empirical Comparison of Seven Iterative and Evolutionary Heuristics for Static Function Optimization ( Extended Abstract )

Shumeet Baluja, S. Baluja, 2002 .

Memory-based face recognition for visitor identification

Rahul Sukthankar, Terence Sim, Shumeet Baluja, 2000, Proceedings Fourth IEEE International Conference on Automatic Face and Gesture Recognition (Cat. No. PR00580).

Diversity and Diffusion: Observations on Synthetic Image Distributions with Stable Diffusion

S. Baluja, David Marwood, Y. Alon, 2023, ArXiv.

Visualizing Semantic Walks

S. Baluja, David Marwood, Google Research, 2022 .

Browsing on small screens: recasting web-page segmentation into an efficient machine learning framework

S. Baluja, 2006, The Web Conference.

Non-Intrusive Gaze Tracking Using Artificial Neural Networks

D. Pomerleau, S. Baluja, 1993, NIPS.

Population-Based Incremental Learning: A Method for Integrating Genetic Search Based Function Optimization and Competitive Learning

S. Baluja, 1994 .

Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision

Rahul Sukthankar, Marius Leordeanu, Shumeet Baluja, 2015, AAAI.