Shumeet Baluja

According to our database1, Shumeet Baluja authored at least 86 papers between 1993 and 2019.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Table-Based Neural Units: Fully Quantizing Networks for Multiply-Free Inference.
CoRR, 2019

Learning to Render Better Image Previews.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

2018
Neural Image Decompression: Learning to Render Better Image Previews.
CoRR, 2018

No Multiplication? No Floating Point? No Problem! Training Networks for Efficient Inference.
CoRR, 2018

Empirical Explorations in Training Networks with Discrete Activations.
CoRR, 2018

Continuous Selection of Optimized Traffic Light Schedules: A Machine Learning Approach.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Representing Images in 200 Bytes: Compression via Triangulation.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Learning to Attack: Adversarial Transformation Networks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Learning typographic style: from discrimination to synthesis.
Mach. Vis. Appl., 2017

Adversarial Transformation Networks: Learning to Generate Adversarial Examples.
CoRR, 2017

Traffic Lights with Auction-Based Controllers: Algorithms and Real-World Data.
CoRR, 2017

Deep Learning for Explicitly Modeling Optimization Landscapes.
CoRR, 2017

Learning deep models of optimization landscapes.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Hiding Images in Plain Sight: Deep Steganography.
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.
Proceedings of the 4th International Conference on Learning Representations, 2016

Learning Typographic Style.
CoRR, 2016

Physical and virtual cell phone sensors for traffic control: Algorithms and deployment impact.
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.
Proceedings of the International Conference on Computational Science 2016, 2016

Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Micro-Auction-Based Traffic-Light Control: Responsive, Local Decision Making.
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.
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.
Proceedings of the Computer Analysis of Images and Patterns, 2015

2013
Neighborhood Preserving Codes for Assigning Point Labels: Applications to Stochastic Search.
Proceedings of the International Conference on Computational Science, 2013

Point representation for local optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2011
Future tense.
Commun. ACM, 2011

A Tale of Two (Similar) Cities - Inferring City Similarity through Geo-spatial Query Log Analysis.
Proceedings of the KDIR 2011, 2011

2010
Beyond "Near Duplicates": Learning Hash Codes for Efficient Similar-Image Retrieval.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
What's up CAPTCHA?: a CAPTCHA based on image orientation.
Proceedings of the 18th International Conference on World Wide Web, 2009

Finding Images and Line-Drawings in Document-Scanning Systems.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

LSH banding for large-scale retrieval with memory and recall constraints.
Proceedings of the IEEE International Conference on Acoustics, 2009

Text Classification through Time - Efficient Label Propagation in Time-Based Graphs.
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.
Proceedings of the Handbook of Multimedia for Digital Entertainment and Arts, 2009

2008
Coordinated Multi-Device Presentations: Ambient-Audio Identification.
Encyclopedia of Wireless and Mobile Communications, 2008

Waveprint: Efficient wavelet-based audio fingerprinting.
Pattern Recognition, 2008

VisualRank: Applying PageRank to Large-Scale Image Search.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Mass personalization: social and interactive applications using sound-track identification.
Multimedia Tools Appl., 2008

Learning to hash: forgiving hash functions and applications.
Data Min. Knowl. Discov., 2008

Pagerank for product image search.
Proceedings of the 17th International Conference on World Wide Web, 2008

Video suggestion and discovery for youtube: taking random walks through the view graph.
Proceedings of the 17th International Conference on World Wide Web, 2008

Permutation grouping: intelligent Hash function design for audio & image retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2008

Query suggestions for mobile search: understanding usage patterns.
Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007
Automated image-orientation detection: a scalable boosting approach.
Pattern Anal. Appl., 2007

Boosting Sex Identification Performance.
International Journal of Computer Vision, 2007

Deciphering Trends in Mobile Search.
IEEE Computer, 2007

The role of context in query input: using contextual signals to complete queries on mobile devices.
Proceedings of the 9th Conference on Human-Computer Interaction with Mobile Devices and Services, 2007

Learning "Forgiving" Hash Functions: Algorithms and Large Scale Tests.
Proceedings of the IJCAI 2007, 2007

Known-Audio Detection using Waveprint: Spectrogram Fingerprinting by Wavelet Hashing.
Proceedings of the IEEE International Conference on Acoustics, 2007

Audio Fingerprinting: Combining Computer Vision & Data Stream Processing.
Proceedings of the IEEE International Conference on Acoustics, 2007

Canonical image selection from the web.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
Incorporating a priori Knowledge in Probabilistic-Model Based Optimization.
Proceedings of the Scalable Optimization via Probabilistic Modeling, 2006

Detecting Ads in Video Streams Using Acoustic and Visual Cues.
IEEE Computer, 2006

Browsing on small screens: recasting web-page segmentation into an efficient machine learning framework.
Proceedings of the 15th international conference on World Wide Web, 2006

Large scale image-based adult-content filtering.
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.
Proceedings of the IEEE 8th Workshop on Multimedia Signal Processing, 2006

A large scale study of wireless search behavior: Google mobile search.
Proceedings of the 2006 Conference on Human Factors in Computing Systems, 2006

2005
Large scale performance measurement of content-based automated image-orientation detection.
Proceedings of the 2005 International Conference on Image Processing, 2005

2004
The Happy Searcher: Challenges in Web Information Retrieval.
Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

Efficient face orientation discrimination.
Proceedings of the 2004 International Conference on Image Processing, 2004

2002
Using a priori knowledge to create probabilistic models for optimization.
Int. J. Approx. Reasoning, 2002

2000
Using Labeled and Unlabeled Data for Probabilistic Modeling of Face Orientation.
IJPRAI, 2000

Applying Machine Learning for High-Performance Named-Entity Extraction.
Computational Intelligence, 2000

Memory-Based Face Recognition for Visitor Identification.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

1998
Neural Network-Based Face Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Multiple Adaptive Agents for Tactical Driving.
Appl. Intell., 1998

Evolution-Based Methods for Selecting Point Data for Object Localization: Applications to Computer-Assisted Surgery.
Appl. Intell., 1998

Finding Regions of Uncertainty in Learned Models: An Application to Face Detection.
Proceedings of the Parallel Problem Solving from Nature, 1998

Probabilistic Modeling for Face Orientation Discrimination: Learning from Labeled and Unlabeled Data.
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.
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.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Fast Probabilistic Modeling for Combinatorial Optimization.
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.
Robotics and Autonomous Systems, 1997

Dynamic Relevance: Vision-Based Focus of Attention Using Artificial Neural Networks. (Technical Note).
Artif. Intell., 1997

Using Expectation to Guide Processing: A Study of Three Real-World Applications.
Proceedings of the Advances in Neural Information Processing Systems 10, 1997

Evolving an intelligent vehicle for tactical reasoning in traffic.
Proceedings of the 1997 IEEE International Conference on Robotics and Automation, 1997

Using Optimal Dependency-Trees for Combinational Optimization.
Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), 1997

1996
Evolution of an artificial neural network based autonomous land vehicle controller.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 1996

Genetic Algorithms and Explicit Search Statistics.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996

1995
Human Face Detection in Visual Scenes.
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.
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.
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995

Removing the Genetics from the Standard Genetic Algorithm.
Proceedings of the Machine Learning, 1995

1994
Towards Automated Artificial Evolution for Computer-generated Images.
Connect. Sci., 1994

Using a Saliency Map for Active Spatial Selective Attention: Implementation & Initial Results.
Proceedings of the Advances in Neural Information Processing Systems 7, 1994

1993
Non-Intrusive Gaze Tracking Using Artificial Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993

The Evolution of Gennetic Algorithms: Towards Massive Parallelism.
Proceedings of the Machine Learning, 1993

Structure and Performance of Fine-Grain Parallelism in Genetic Search.
Proceedings of the 5th International Conference on Genetic Algorithms, 1993


  Loading...