Shumeet Baluja

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The Virtues of Peer Pressure: A Simple Method for Discovering High-Value Mistakes

Rahul Sukthankar, Shumeet Baluja, Michele Covell, 2015, CAIP.

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

Empirical Explorations in Training Networks with Discrete Activations pdf

Shumeet Baluja, S. Baluja, 2018, ArXiv.

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).

Canonical image selection from the web

Shumeet Baluja, Yushi Jing, Henry A. Rowley, 2007, CIVR '07.

Neural Network-Based Face Detection

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

Learning deep models of optimization landscapes

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

A Simple and Efficient Method to Handle Sparse Preference Data Using Domination Graphs: An Application to YouTube

Shumeet Baluja, 2016, ICCS.

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

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

Waveprint: Efficient wavelet-based audio fingerprinting

Shumeet Baluja, Michele Covell, 2008, Pattern Recognit..

Détection et classification de correspondances entre supports à référence temporelle

Jay Yagnik, Shumeet Baluja, Michele Covell, 2008 .

Removing the Genetics from the Standard Genetic Algorithm

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

Learning to hash: forgiving hash functions and applications

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

Structure and Performance of Fine-Grain Parallelism in Genetic Search

Shumeet Baluja, S. Baluja, 1993, ICGA.

Face Detection with In-Plane Rotation: Early Concepts and Preliminary Results

Shumeet Baluja, 1997 .

KNOWN-AUDIO DETECTIONUSINGWAVEPRINT: SPECTROGRAM FINGERPRINTINGBY WAVELET HASHING

Shumeet Baluja, Michele Covell, 2007 .

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.

Expectation-based selective attention

Shumeet Baluja, S. Baluja, 1996 .

Massively parallel, adaptive, color image processing for autonomous road following

Shumeet Baluja, Todd Jochem, 1994 .

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

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

Large scale image-based adult-content filtering

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

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

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

Large scale performance measurement of content-based automated image-orientation detection

Shumeet Baluja, Henry A. Rowley, 2005, IEEE International Conference on Image Processing 2005.

Mass Personalization: Social and Interactive Applications Using Sound-Track Identification

Shumeet Baluja, Michele Covell, Michael Fink, 2009, Handbook of Multimedia for Digital Entertainment and Arts.

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.

Applying Machine Learning for High‐Performance Named‐Entity Extraction

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

Hiding Images within Images

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

Multiple Adaptive Agents for Tactical Driving

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

Micro-Auction-Based Traffic-Light Control: Responsive, Local Decision Making

Rahul Sukthankar, Shumeet Baluja, Michele Covell, 2015, 2015 IEEE 18th International Conference on Intelligent Transportation Systems.

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

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

Query suggestions for mobile search: understanding usage patterns

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

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

Michael Fink, Shumeet Baluja, Michele Covell, 2006 .

Integrating Text and Face Detection for Finding Informative Poster Frames

Shumeet Baluja, Michael Smith, Henry A. Rowley, 1997 .

Non-Intrusive Gaze Tracking Using Artificial Neural Networks

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

Using Expectation to Guide Processing: A Study of Three Real-World Applications

Shumeet Baluja, 1997, NIPS.

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

Rich Gossweiler, Shumeet Baluja, Maryam Kamvar, 2009, WWW '09.

Finding Images and Line-Drawings in Document-Scanning Systems

Shumeet Baluja, Michele Covell, 2009, 2009 10th International Conference on Document Analysis and Recognition.

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

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

Incorporating a priori Knowledge in Probabilistic-Model Based Optimization

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

A Tale of Two (Similar) Cities - Inferring City Similarity through Geo-spatial Query Log Analysis

D. Sivakumar, Shumeet Baluja, Michele Covell, 2011, KDIR.

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

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

Truth, Lies, and Algorithms

Shumeet Baluja, S. Baluja, 2011 .

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

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

Using a priori knowledge to create probabilistic models for optimization

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

Making Templates Rotationally Invariant. An Application to Rotated Digit Recognition

Shumeet Baluja, S. Baluja, 1998, NIPS.

Actualisation de modele de langage automatique

Shumeet Baluja, Michael H. Cohen, Pedro J. Moreno, 2007 .

Adversarial Transformation Networks: Learning to Generate Adversarial Examples pdf

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

Reducing Network Depth in the Cascade-Correlation Learning Architecture,

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

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

Shumeet Baluja, S. Baluja, 1998, NIPS.

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.

A Massively Distributed Parallel Genetic Algorithm

Shumeet Baluja, S. Baluja, 1992 .

Advances in Neural Information Processing

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

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).

Towards Automated Artificial Evolution for Computer-generated Images

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

The Equilibrium Genetic Algorithm and the Role of Crossover

Alistair Sinclair, Ari Juels, Shumeet Baluja, 1993 .

Continuous Selection of Optimized Traffic Light Schedules: A Machine Learning Approach

Shumeet Baluja, 2018, 2018 21st International Conference on Intelligent Transportation Systems (ITSC).

Efficient and Accurate Label Propagation on Large Graphs and Label Sets

Shumeet Baluja, Michele Covell, 2013, MMEDIA 2013.

Physical and virtual cell phone sensors for traffic control: Algorithms and deployment impact

Rahul Sukthankar, Shumeet Baluja, Michele Covell, 2016, 2016 IEEE Sensors Applications Symposium (SAS).

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.

Low-Bandwidth, Client-Based, Rendering for Gaming Videos

Shumeet Baluja, Ian Fischer, 2017 .

Approximating the Effects of Installed Traffic Lights: A Behaviorist Approach Based on Travel Tracks

Rahul Sukthankar, Shumeet Baluja, Michele Covell, 2015, 2015 IEEE 18th International Conference on Intelligent Transportation Systems.

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

Shumeet Baluja, S. Baluja, 1998, PPSN.

Learning Typographic Style pdf

Shumeet Baluja, S. Baluja, 2016, ArXiv.

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

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

Efficient face orientation discrimination

Shumeet Baluja, Henry A. Rowley, Mehran Sahami, 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

Boosting Sex Identification Performance

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

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.

Automated image-orientation detection: a scalable boosting approach

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

Fast Probabilistic Modeling for Combinatorial Optimization

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

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

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

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

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

Learning to Render Better Image Previews

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

High-Performance Memory-based Face Recognition for Visitor Identification

Rahul Sukthankar, Terence Sim, Shumeet Baluja, 2000 .

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.

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

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

Coordinated Multi-Device Presentations: Ambient-Audio Identification

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

Point representation for local optimization

Shumeet Baluja, Michele Covell, 2013, 2013 IEEE Congress on Evolutionary Computation.

Apga: an adaptive Parallel Genetic Algorithm

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

Traffic Lights with Auction-Based Controllers: Algorithms and Real-World Data pdf

Rahul Sukthankar, Shumeet Baluja, Michele Covell, 2017, ArXiv.

Pagerank for product image search

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

Learning to Attack: Adversarial Transformation Networks

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

Using Labeled and Unlabeled Data for Probabilistic Modeling of Face Orientation

Shumeet Baluja, 2000, Int. J. Pattern Recognit. Artif. Intell..

Deciphering Trends in Mobile Search

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

Advertisement Detection and Replacement using Acoustic and Visual Repetition

Shumeet Baluja, Michele Covell, Michael Fink, 2006, 2006 IEEE Workshop on Multimedia Signal Processing.

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.

Genetic Algorithms and Explicit Search Statistics

Shumeet Baluja, S. Baluja, 1996, NIPS.

Artificial Neural Network Evolution: Learning to Steer a Land Vehicle

Shumeet Baluja, 1995 .

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

Shumeet Baluja, S. Baluja, 1994 .

Statistical Machine Learning for Large-Scale Optimization

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

Detecting Ads in Video Streams Using Acoustic and Visual Cues

Shumeet Baluja, Michele Covell, Michael Fink, 2006, Computer.

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

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

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

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

Prototyping Intelligent Vehicle Modules Using Evolutionary Algorithms

Rahul Sukthankar, Shumeet Baluja, John Hancock, 1997 .

A massively parallel road follower

Shumeet Baluja, Todd Jochem, 1993, 1993 Computer Architectures for Machine Perception.

PORNOGRAPHY DETECTION IN VIDEO USING CHARACTERISTIC MOTION PATTERNS

Rahul Sukthankar, Shumeet Baluja, 2016 .

Coordinated Multi-Device Presentations: Ambient-Audio Identification

Michael Fink, Shumeet Baluja, Michele Covell, 2008 .

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

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

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.

Using Optimal Dependency-Trees for Combinational Optimization

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

Evolution of an artificial neural network based autonomous land vehicle controller

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

Adaptive Intelligent Vehicle Modules for Tactical Driving

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

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.

Future Tense: A person of influence

Shumeet Baluja, 2011, CACM.

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

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

Content Fingerprinting Using Wavelets

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

A Five-Step Program

Shumeet Baluja, 2011 .

Learning typographic style: from discrimination to synthesis

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

Hiding Images in Plain Sight: Deep Steganography

Shumeet Baluja, S. Baluja, 2017, NIPS.

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

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

Deep Learning for Explicitly Modeling Optimization Landscapes pdf

Shumeet Baluja, S. Baluja, 2017, ArXiv.

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

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

The Happy Searcher: Challenges in Web Information Retrieval

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

Beyond “Near Duplicates”: Learning Hash Codes for Efficient Similar-Image Retrieval

Shumeet Baluja, Michele Covell, 2010, 2010 20th International Conference on Pattern Recognition.

The Evolution of Gennetic Algorithms: Towards Massive Parallelism

Shumeet Baluja, S. Baluja, 1993, ICML.

Neural Image Decompression: Learning to Render Better Image Previews pdf

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

Representing Images in 200 Bytes: Compression via Triangulation

Shumeet Baluja, Michele Covell, David Marwood, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

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

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

Interpretable Actions: Controlling Experts with Understandable Commands

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

Local optimization using simulated annealing

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

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

Shumeet Baluja, S. Baluja, 2002 .