Apga: an adaptive Parallel Genetic Algorithm. - Gunar E. Liepins; Shumeet Baluja (Computer Science and Operations Research, 1992)

Structure and Performance of Fine-Grain Parallelism in Genetic Search. - Shumeet Baluja (ICGA, 1993)

The Evolution of Gennetic Algorithms: Towards Massive Parallelism. - Shumeet Baluja (ICML, 1993)

Non-Intrusive Gaze Tracking Using Artificial Neural Networks. - Shumeet Baluja; Dean Pomerleau (NIPS, 1993)

Using a Saliency Map for Active Spatial Selective Attention: Implementation & Initial Results. - Shumeet Baluja; Dean Pomerleau (NIPS, 1994)

Towards Automated Artificial Evolution for Computer-generated Images. - Shumeet Baluja; Dean Pomerleau; Todd Jochem (Connect. Sci., 1994)

Removing the Genetics from the Standard Genetic Algorithm. - Shumeet Baluja; Rich Caruana (ICML, 1995)

Using the Representation in a Neural Network's Hidden Layer for Task-Specific Focus of Attention. - Shumeet Baluja; Dean Pomerleau (IJCAI, 1995)

Using the Future to Sort Out the Present: Rankprop and Multitask Learning for Medical Risk Evaluation. - Rich Caruana; Shumeet Baluja; Tom M. Mitchell (NIPS, 1995)

Human Face Detection in Visual Scenes. - Henry A. Rowley; Shumeet Baluja; Takeo Kanade (NIPS, 1995)

Genetic Algorithms and Explicit Search Statistics. - Shumeet Baluja (NIPS, 1996)

Evolution of an artificial neural network based autonomous land vehicle controller. - Shumeet Baluja (IEEE Trans. Syst. Man Cybern. Part B, 1996)

Using Optimal Dependency-Trees for Combinational Optimization. - Shumeet Baluja; Scott Davies (ICML, 1997)

Evolving an intelligent vehicle for tactical reasoning in traffic. - Rahul Sukthankar; Shumeet Baluja; John A. Hancock (ICRA, 1997)

Using Expectation to Guide Processing: A Study of Three Real-World Applications. - Shumeet Baluja (NIPS, 1997)

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

Expectation-based selective attention for visual monitoring and control of a robot vehicle. - Shumeet Baluja; Dean Pomerleau (Robotics Auton. Syst., 1997)

Fast Probabilistic Modeling for Combinatorial Optimization. - Shumeet Baluja; Scott Davies (AAAI/IAAI, 1998)

Rotation Invariant Neural Network-Based Face Detection. - Henry A. Rowley; Shumeet Baluja; Takeo Kanade (CVPR, 1998)

Making Templates Rotationally Invariant. An Application to Rotated Digit Recognition. - Shumeet Baluja (NIPS, 1998)

Probabilistic Modeling for Face Orientation Discrimination: Learning from Labeled and Unlabeled Data. - Shumeet Baluja (NIPS, 1998)

Finding Regions of Uncertainty in Learned Models: An Application to Face Detection. - Shumeet Baluja (PPSN, 1998)

Evolution-Based Methods for Selecting Point Data for Object Localization: Applications to Computer-Assisted Surgery. - Shumeet Baluja; David Simon (Appl. Intell., 1998)

Multiple Adaptive Agents for Tactical Driving. - Rahul Sukthankar; Shumeet Baluja; John A. Hancock (Appl. Intell., 1998)

Neural Network-Based Face Detection. - Henry A. Rowley; Shumeet Baluja; Takeo Kanade (IEEE Trans. Pattern Anal. Mach. Intell., 1998)

Memory-Based Face Recognition for Visitor Identification. - Terence Sim; Rahul Sukthankar; Matthew D. Mullin; Shumeet Baluja (FG, 2000)

Applying Machine Learning for High-Performance Named-Entity Extraction. - Shumeet Baluja; Vibhu O. Mittal; Rahul Sukthankar (Comput. Intell., 2000)

Using Labeled and Unlabeled Data for Probabilistic Modeling of Face Orientation. - Shumeet Baluja (Int. J. Pattern Recognit. Artif. Intell., 2000)

Using a priori knowledge to create probabilistic models for optimization. - Shumeet Baluja (Int. J. Approx. Reason., 2002)

Efficient face orientation discrimination. - Shumeet Baluja; Mehran Sahami; Henry A. Rowley (ICIP, 2004)

The Happy Searcher: Challenges in Web Information Retrieval. - Mehran Sahami; Vibhu O. Mittal; Shumeet Baluja; Henry A. Rowley (PRICAI, 2004)

Large scale performance measurement of content-based automated image-orientation detection. - Shumeet Baluja; Henry A. Rowley (ICIP (2), 2005)

A large scale study of wireless search behavior: Google mobile search. - Maryam Kamvar; Shumeet Baluja (CHI, 2006)

Advertisement Detection and Replacement using Acoustic and Visual Repetition. - Michele Covell; Shumeet Baluja; Michael Fink 002 (MMSP, 2006)

Large scale image-based adult-content filtering. - Henry A. Rowley; Yushi Jing; Shumeet Baluja (VISAPP (1), 2006)

Browsing on small screens: recasting web-page segmentation into an efficient machine learning framework. - Shumeet Baluja (WWW, 2006)

Detecting Ads in Video Streams Using Acoustic and Visual Cues. - Michele Covell; Shumeet Baluja; Michael Fink 002 (Computer, 2006)

Incorporating a priori Knowledge in Probabilistic-Model Based Optimization. - Shumeet Baluja (Scalable Optimization via Probabilistic Modeling, 2006)

Canonical image selection from the web. - Yushi Jing; Shumeet Baluja; Henry A. Rowley (CIVR, 2007)

Audio Fingerprinting: Combining Computer Vision & Data Stream Processing. - Shumeet Baluja; Michele Covell (ICASSP (2), 2007)

Known-Audio Detection using Waveprint: Spectrogram Fingerprinting by Wavelet Hashing. - Michele Covell; Shumeet Baluja (ICASSP (1), 2007)

Learning "Forgiving" Hash Functions: Algorithms and Large Scale Tests. - Shumeet Baluja; Michele Covell (IJCAI, 2007)

The role of context in query input: using contextual signals to complete queries on mobile devices. - Maryam Kamvar; Shumeet Baluja (Mobile HCI, 2007)

Deciphering Trends in Mobile Search. - Maryam Kamvar; Shumeet Baluja (Computer, 2007)

Boosting Sex Identification Performance. - Shumeet Baluja; Henry A. Rowley (Int. J. Comput. Vis., 2007)

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

Query suggestions for mobile search: understanding usage patterns. - Maryam Kamvar; Shumeet Baluja (CHI, 2008)

Permutation grouping: intelligent Hash function design for audio & image retrieval. - Shumeet Baluja; Michele Covell; Sergey Ioffe (ICASSP, 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 002 (WWW, 2008)

Pagerank for product image search. - Yushi Jing; Shumeet Baluja (WWW, 2008)

Learning to hash: forgiving hash functions and applications. - Shumeet Baluja; Michele Covell (Data Min. Knowl. Discov., 2008)

Mass personalization: social and interactive applications using sound-track identification. - Michael Fink 002; Michele Covell; Shumeet Baluja (Multim. Tools Appl., 2008)

VisualRank: Applying PageRank to Large-Scale Image Search. - Yushi Jing; Shumeet Baluja (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Waveprint: Efficient wavelet-based audio fingerprinting. - Shumeet Baluja; Michele Covell (Pattern Recognit., 2008)

Coordinated Multi-Device Presentations: Ambient-Audio Identification. - Shumeet Baluja; Michele Covell; Michael Fink 002 (Encyclopedia of Wireless and Mobile Communications, 2008)

Mass Personalization: Social and Interactive Applications Using Sound-Track Identification. - Michael Fink 002; Michele Covell; Shumeet Baluja (Handbook of Multimedia for Digital Entertainment and Arts, 2009)

Text Classification through Time - Efficient Label Propagation in Time-Based Graphs. - Shumeet Baluja; Deepak Ravichandran; D. Sivakumar (KDIR, 2009)

LSH banding for large-scale retrieval with memory and recall constraints. - Michele Covell; Shumeet Baluja (ICASSP, 2009)

Finding Images and Line-Drawings in Document-Scanning Systems. - Shumeet Baluja; Michele Covell (ICDAR, 2009)

What's up CAPTCHA?: a CAPTCHA based on image orientation. - Rich Gossweiler; Maryam Kamvar; Shumeet Baluja (WWW, 2009)

Beyond "Near Duplicates": Learning Hash Codes for Efficient Similar-Image Retrieval. - Shumeet Baluja; Michele Covell (ICPR, 2010)

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 (KDIR, 2011)

Future tense. - Shumeet Baluja (Commun. ACM, 2011)

Point representation for local optimization. - Shumeet Baluja; Michele Covell (IEEE Congress on Evolutionary Computation, 2013)

Neighborhood Preserving Codes for Assigning Point Labels: Applications to Stochastic Search. - Shumeet Baluja; Michele Covell (ICCS, 2013)

The Virtues of Peer Pressure: A Simple Method for Discovering High-Value Mistakes. - Shumeet Baluja; Michele Covell; Rahul Sukthankar (CAIP (2), 2015)

Approximating the Effects of Installed Traffic Lights: A Behaviorist Approach Based on Travel Tracks. - Shumeet Baluja; Michele Covell; Rahul Sukthankar (ITSC, 2015)

Micro-Auction-Based Traffic-Light Control: Responsive, Local Decision Making. - Michele Covell; Shumeet Baluja; Rahul Sukthankar (ITSC, 2015)

Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision. - Marius Leordeanu; Alexandra Radu; Shumeet Baluja; Rahul Sukthankar (AAAI, 2016)

A Simple and Efficient Method to Handle Sparse Preference Data Using Domination Graphs: An Application to YouTube. - Shumeet Baluja (ICCS, 2016)

Physical and virtual cell phone sensors for traffic control: Algorithms and deployment impact. - Rahul Sukthankar; Michele Covell; Shumeet Baluja (SAS, 2016)

Learning Typographic Style. - Shumeet Baluja (CoRR, 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 (ICLR (Poster), 2016)

Hiding Images in Plain Sight: Deep Steganography. - Shumeet Baluja (NIPS, 2017)

Learning deep models of optimization landscapes. - Shumeet Baluja (SSCI, 2017)

Deep Learning for Explicitly Modeling Optimization Landscapes. - Shumeet Baluja (CoRR, 2017)

Traffic Lights with Auction-Based Controllers: Algorithms and Real-World Data. - Shumeet Baluja; Michele Covell; Rahul Sukthankar (CoRR, 2017)

Adversarial Transformation Networks: Learning to Generate Adversarial Examples. - Shumeet Baluja; Ian Fischer (CoRR, 2017)

Learning typographic style: from discrimination to synthesis. - Shumeet Baluja (Mach. Vis. Appl., 2017)

Learning to Attack: Adversarial Transformation Networks. - Shumeet Baluja; Ian Fischer (AAAI, 2018)

Representing Images in 200 Bytes: Compression via Triangulation. - David Marwood; Pascal Massimino; Michele Covell; Shumeet Baluja (ICIP, 2018)

Continuous Selection of Optimized Traffic Light Schedules: A Machine Learning Approach. - Shumeet Baluja (ITSC, 2018)

Empirical Explorations in Training Networks with Discrete Activations. - Shumeet Baluja (CoRR, 2018)

No Multiplication? No Floating Point? No Problem! Training Networks for Efficient Inference. - Shumeet Baluja; David Marwood; Michele Covell; Nick Johnston (CoRR, 2018)

Neural Image Decompression: Learning to Render Better Image Previews. - Shumeet Baluja; David Marwood; Nick Johnston; Michele Covell (CoRR, 2018)

Learning to Render Better Image Previews. - Shumeet Baluja; David Marwood; Nick Johnston; Michele Covell (ICIP, 2019)

Table-Based Neural Units: Fully Quantizing Networks for Multiply-Free Inference. - Michele Covell; David Marwood; Shumeet Baluja; Nick Johnston (CoRR, 2019)

Hiding Images within Images. - Shumeet Baluja (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Interpretable Actions: Controlling Experts with Understandable Commands. - Shumeet Baluja; David Marwood; Michele Covell (AAAI, 2021)

Contextual Convolution Blocks. - David Marwood; Shumeet Baluja (BMVC, 2021)

Texture for Colors: Natural Representations of Colors Using Variable Bit-Depth Textures. - Shumeet Baluja (CoRR, 2021)

Adding Non-Linear Context to Deep Networks. - Michele Covell; David Marwood; Shumeet Baluja (ICIP, 2022)

A natural representation of colors with textures. - Shumeet Baluja (Vis. Comput., 2022)

Diversity and Diffusion: Observations on Synthetic Image Distributions with Stable Diffusion. - David Marwood; Shumeet Baluja; Yair Alon (CoRR, 2023)

The infinite doodler: expanding textures within tightly constrained manifolds. - Shumeet Baluja (Vis. Comput., 2023)

Making Images from Images: Tightly Constrained Parallel Denoising. - Shumeet Baluja; David Marwood; Ashwin Baluja (ECCV Workshops (5), 2024)

Making Images from Images: Interleaving Denoising and Transformation. - Shumeet Baluja; David Marwood; Ashwin Baluja (CoRR, 2024)

Evolving Deeper LLM Thinking. - Kuang-Huei Lee; Ian Fischer; Yueh-Hua Wu; Dave Marwood; Shumeet Baluja; Dale Schuurmans; Xinyun Chen (CoRR, 2025)