Shumeet Baluja

According to our database, Shumeet Baluja authored at least 95 papers between 1992 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

The infinite doodler: expanding textures within tightly constrained manifolds.

Shumeet Baluja

Vis. Comput., August, 2023

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

David Marwood, Shumeet Baluja, Yair Alon

CoRR, 2023

2022

A natural representation of colors with textures.

Shumeet Baluja

Vis. Comput., 2022

Adding Non-Linear Context to Deep Networks.

Michele Covell, David Marwood, Shumeet Baluja

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

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

Shumeet Baluja

CoRR, 2021

Contextual Convolution Blocks.

David Marwood, Shumeet Baluja

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Interpretable Actions: Controlling Experts with Understandable Commands.

Shumeet Baluja, David Marwood, Michele Covell

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Hiding Images within Images.

Shumeet Baluja

IEEE Trans. Pattern Anal. Mach. Intell., 2020

2019

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

Michele Covell, David Marwood, Shumeet Baluja, Nick Johnston

CoRR, 2019

Learning to Render Better Image Previews.

Shumeet Baluja, David Marwood, Nick Johnston, Michele Covell

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018

Neural Image Decompression: Learning to Render Better Image Previews.

Shumeet Baluja, David Marwood, Nick Johnston, Michele Covell

CoRR, 2018

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

Shumeet Baluja, David Marwood, Michele Covell, Nick Johnston

CoRR, 2018

Empirical Explorations in Training Networks with Discrete Activations.

Shumeet Baluja

CoRR, 2018

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

Shumeet Baluja

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Representing Images in 200 Bytes: Compression via Triangulation.

David Marwood, Pascal Massimino, Michele Covell, Shumeet Baluja

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Learning to Attack: Adversarial Transformation Networks.

Shumeet Baluja, Ian Fischer

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Learning typographic style: from discrimination to synthesis.

Shumeet Baluja

Mach. Vis. Appl., 2017

Adversarial Transformation Networks: Learning to Generate Adversarial Examples.

Shumeet Baluja, Ian Fischer

CoRR, 2017

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

Shumeet Baluja, Michele Covell, Rahul Sukthankar

CoRR, 2017

Deep Learning for Explicitly Modeling Optimization Landscapes.

Shumeet Baluja

CoRR, 2017

Learning deep models of optimization landscapes.

Shumeet Baluja

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Hiding Images in Plain Sight: Deep Steganography.

Shumeet Baluja

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Variable Rate Image Compression with Recurrent Neural Networks.

George Toderici, Sean M. O'Malley, Sung Jin Hwang, Damien Vincent, David Minnen, Shumeet Baluja, Michele Covell, Rahul Sukthankar

Proceedings of the 4th International Conference on Learning Representations, 2016

Learning Typographic Style.

Shumeet Baluja

CoRR, 2016

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

Rahul Sukthankar, Michele Covell, Shumeet Baluja

Proceedings of the IEEE Sensors Applications Symposium, 2016

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

Shumeet Baluja

Proceedings of the International Conference on Computational Science 2016, 2016

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

Marius Leordeanu, Alexandra Radu, Shumeet Baluja, Rahul Sukthankar

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

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

Michele Covell, Shumeet Baluja, Rahul Sukthankar

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

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

Shumeet Baluja, Michele Covell, Rahul Sukthankar

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

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

Shumeet Baluja, Michele Covell, Rahul Sukthankar

Proceedings of the Computer Analysis of Images and Patterns, 2015

2013

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

Shumeet Baluja, Michele Covell

Proceedings of the International Conference on Computational Science, 2013

Point representation for local optimization.

Shumeet Baluja, Michele Covell

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2011

Future tense.

Shumeet Baluja

Commun. ACM, 2011

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

Rohan Seth, Michele Covell, Deepak Ravichandran, D. Sivakumar, Shumeet Baluja

Proceedings of the KDIR 2011, 2011

2010

Beyond "Near Duplicates": Learning Hash Codes for Efficient Similar-Image Retrieval.

Shumeet Baluja, Michele Covell

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

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

Rich Gossweiler, Maryam Kamvar, Shumeet Baluja

Proceedings of the 18th International Conference on World Wide Web, 2009

Finding Images and Line-Drawings in Document-Scanning Systems.

Shumeet Baluja, Michele Covell

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

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

Michele Covell, Shumeet Baluja

Proceedings of the IEEE International Conference on Acoustics, 2009

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

Shumeet Baluja, Deepak Ravichandran, D. Sivakumar

Proceedings of the KDIR 2009 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Funchal, 2009

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

Michael Fink, Michele Covell, Shumeet Baluja

Proceedings of the Handbook of Multimedia for Digital Entertainment and Arts, 2009

2008

Coordinated Multi-Device Presentations: Ambient-Audio Identification.

Shumeet Baluja, Michele Covell, Michael Fink

Encyclopedia of Wireless and Mobile Communications, 2008

Waveprint: Efficient wavelet-based audio fingerprinting.

Shumeet Baluja, Michele Covell

Pattern Recognit., 2008

VisualRank: Applying PageRank to Large-Scale Image Search.

Yushi Jing, Shumeet Baluja

IEEE Trans. Pattern Anal. Mach. Intell., 2008

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

Michael Fink, Michele Covell, Shumeet Baluja

Multim. Tools Appl., 2008

Learning to hash: forgiving hash functions and applications.

Shumeet Baluja, Michele Covell

Data Min. Knowl. Discov., 2008

Pagerank for product image search.

Yushi Jing, Shumeet Baluja

Proceedings of the 17th International Conference on World Wide Web, 2008

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

Shumeet Baluja, Rohan Seth, D. Sivakumar, Yushi Jing, Jay Yagnik, Shankar Kumar, Deepak Ravichandran, Mohamed Aly

Proceedings of the 17th International Conference on World Wide Web, 2008

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

Shumeet Baluja, Michele Covell, Sergey Ioffe

Proceedings of the IEEE International Conference on Acoustics, 2008

Query suggestions for mobile search: understanding usage patterns.

Maryam Kamvar, Shumeet Baluja

Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007

Automated image-orientation detection: a scalable boosting approach.

Shumeet Baluja

Pattern Anal. Appl., 2007

Boosting Sex Identification Performance.

Shumeet Baluja, Henry A. Rowley

Int. J. Comput. Vis., 2007

Deciphering Trends in Mobile Search.

Maryam Kamvar, Shumeet Baluja

Computer, 2007

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

Maryam Kamvar, Shumeet Baluja

Proceedings of the 9th Conference on Human-Computer Interaction with Mobile Devices and Services, 2007

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

Shumeet Baluja, Michele Covell

Proceedings of the IJCAI 2007, 2007

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

Michele Covell, Shumeet Baluja

Proceedings of the IEEE International Conference on Acoustics, 2007

Audio Fingerprinting: Combining Computer Vision & Data Stream Processing.

Shumeet Baluja, Michele Covell

Proceedings of the IEEE International Conference on Acoustics, 2007

Canonical image selection from the web.

Yushi Jing, Shumeet Baluja, Henry A. Rowley

Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006

Incorporating a priori Knowledge in Probabilistic-Model Based Optimization.

Shumeet Baluja

Proceedings of the Scalable Optimization via Probabilistic Modeling, 2006

Detecting Ads in Video Streams Using Acoustic and Visual Cues.

Michele Covell, Shumeet Baluja, Michael Fink

Computer, 2006

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

Shumeet Baluja

Proceedings of the 15th international conference on World Wide Web, 2006

Large scale image-based adult-content filtering.

Henry A. Rowley, Yushi Jing, Shumeet Baluja

Proceedings of the VISAPP 2006: Proceedings of the First International Conference on Computer Vision Theory and Applications, 2006

Advertisement Detection and Replacement using Acoustic and Visual Repetition.

Michele Covell, Shumeet Baluja, Michael Fink

Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

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

Maryam Kamvar, Shumeet Baluja

Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006

2005

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

Shumeet Baluja, Henry A. Rowley

Proceedings of the 2005 International Conference on Image Processing, 2005

2004

The Happy Searcher: Challenges in Web Information Retrieval.

Mehran Sahami, Vibhu O. Mittal, Shumeet Baluja, Henry A. Rowley

Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

Efficient face orientation discrimination.

Shumeet Baluja, Mehran Sahami, Henry A. Rowley

Proceedings of the 2004 International Conference on Image Processing, 2004

2002

Using a priori knowledge to create probabilistic models for optimization.

Shumeet Baluja

Int. J. Approx. Reason., 2002

2000

Using Labeled and Unlabeled Data for Probabilistic Modeling of Face Orientation.

Shumeet Baluja

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

Applying Machine Learning for High-Performance Named-Entity Extraction.

Shumeet Baluja, Vibhu O. Mittal, Rahul Sukthankar

Comput. Intell., 2000

Memory-Based Face Recognition for Visitor Identification.

Terence Sim, Rahul Sukthankar, Matthew D. Mullin, Shumeet Baluja

Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

1998

Neural Network-Based Face Detection.

Henry A. Rowley, Shumeet Baluja, Takeo Kanade

IEEE Trans. Pattern Anal. Mach. Intell., 1998

Multiple Adaptive Agents for Tactical Driving.

Rahul Sukthankar, Shumeet Baluja, John A. Hancock

Appl. Intell., 1998

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

Shumeet Baluja, David Simon

Appl. Intell., 1998

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

Shumeet Baluja

Proceedings of the Parallel Problem Solving from Nature, 1998

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

Shumeet Baluja

Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

Making Templates Rotationally Invariant. An Application to Rotated Digit Recognition.

Shumeet Baluja

Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

Rotation Invariant Neural Network-Based Face Detection.

Henry A. Rowley, Shumeet Baluja, Takeo Kanade

Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Fast Probabilistic Modeling for Combinatorial Optimization.

Shumeet Baluja, Scott Davies

Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

1997

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

Shumeet Baluja, Dean Pomerleau

Robotics Auton. Syst., 1997

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

Shumeet Baluja, Dean Pomerleau

Artif. Intell., 1997

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

Shumeet Baluja

Proceedings of the Advances in Neural Information Processing Systems 10, 1997

Evolving an intelligent vehicle for tactical reasoning in traffic.

Rahul Sukthankar, Shumeet Baluja, John A. Hancock

Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997

Using Optimal Dependency-Trees for Combinational Optimization.

Shumeet Baluja, Scott Davies

Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), 1997

1996

Evolution of an artificial neural network based autonomous land vehicle controller.

Shumeet Baluja

IEEE Trans. Syst. Man Cybern. Part B, 1996

Genetic Algorithms and Explicit Search Statistics.

Shumeet Baluja

Proceedings of the Advances in Neural Information Processing Systems 9, 1996

1995

Human Face Detection in Visual Scenes.

Henry A. Rowley, Shumeet Baluja, Takeo Kanade

Proceedings of the Advances in Neural Information Processing Systems 8, 1995

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

Rich Caruana, Shumeet Baluja, Tom M. Mitchell

Proceedings of the Advances in Neural Information Processing Systems 8, 1995

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

Shumeet Baluja, Dean Pomerleau

Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

Removing the Genetics from the Standard Genetic Algorithm.

Shumeet Baluja, Rich Caruana

Proceedings of the Machine Learning, 1995

1994

Towards Automated Artificial Evolution for Computer-generated Images.

Shumeet Baluja, Dean Pomerleau, Todd Jochem

Connect. Sci., 1994

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

Shumeet Baluja, Dean Pomerleau

Proceedings of the Advances in Neural Information Processing Systems 7, 1994

1993

Non-Intrusive Gaze Tracking Using Artificial Neural Networks.

Shumeet Baluja, Dean Pomerleau

Proceedings of the Advances in Neural Information Processing Systems 6, 1993

The Evolution of Gennetic Algorithms: Towards Massive Parallelism.

Shumeet Baluja

Proceedings of the Machine Learning, 1993

Structure and Performance of Fine-Grain Parallelism in Genetic Search.

Shumeet Baluja

Proceedings of the 5th International Conference on Genetic Algorithms, 1993

1992

Apga: an adaptive Parallel Genetic Algorithm.

Gunar E. Liepins, Shumeet Baluja

Proceedings of the Computer Science and Operations Research, 1992