| 2024 | ECCV | Making Images from Images: Tightly Constrained Parallel Denoising. | Shumeet Baluja, David Marwood, Ashwin Baluja |
| 2022 | ICIP | Adding Non-Linear Context to Deep Networks. | Michele Covell, David Marwood, Shumeet Baluja |
| 2021 | AAAI | Interpretable Actions: Controlling Experts with Understandable Commands. | Shumeet Baluja, David Marwood, Michele Covell |
| 2021 | BMVC | Contextual Convolution Blocks. | David Marwood, Shumeet Baluja |
| 2019 | ICIP | Learning to Render Better Image Previews. | Shumeet Baluja, David Marwood, Nick Johnston, Michele Covell |
| 2018 | AAAI | Learning to Attack: Adversarial Transformation Networks. | Shumeet Baluja, Ian Fischer |
| 2018 | ICIP | Representing Images in 200 Bytes: Compression via Triangulation. | David Marwood, Pascal Massimino, Michele Covell, Shumeet Baluja |
| 2016 | AAAI | Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision. | Marius Leordeanu, Alexandra Radu, Shumeet Baluja, Rahul Sukthankar |
| 2016 | ICCS | A Simple and Efficient Method to Handle Sparse Preference Data Using Domination Graphs: An Application to YouTube. | Shumeet Baluja |
| 2015 | CAIP | The Virtues of Peer Pressure: A Simple Method for Discovering High-Value Mistakes. | Shumeet Baluja, Michele Covell, Rahul Sukthankar |
| 2013 | CEC | Point representation for local optimization. | Shumeet Baluja, Michele Covell |
| 2013 | ICCS | Neighborhood Preserving Codes for Assigning Point Labels: Applications to Stochastic Search. | Shumeet Baluja, Michele Covell |
| 2011 | IC3K | 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 |
| 2010 | ICPR | Beyond "Near Duplicates": Learning Hash Codes for Efficient Similar-Image Retrieval. | Shumeet Baluja, Michele Covell |
| 2009 | IC3K | Text Classification through Time - Efficient Label Propagation in Time-Based Graphs. | Shumeet Baluja, Deepak Ravichandran, D. Sivakumar |
| 2009 | ICASSP | LSH banding for large-scale retrieval with memory and recall constraints. | Michele Covell, Shumeet Baluja |
| 2009 | ICDAR | Finding Images and Line-Drawings in Document-Scanning Systems. | Shumeet Baluja, Michele Covell |
| 2009 | WWW | What's up CAPTCHA?: a CAPTCHA based on image orientation. | Rich Gossweiler, Maryam Kamvar, Shumeet Baluja |
| 2008 | CHI | Query suggestions for mobile search: understanding usage patterns. | Maryam Kamvar, Shumeet Baluja |
| 2008 | ICASSP | Permutation grouping: intelligent Hash function design for audio & image retrieval. | Shumeet Baluja, Michele Covell, Sergey Ioffe |
| 2008 | WWW | 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 |
| 2008 | WWW | Pagerank for product image search. | Yushi Jing, Shumeet Baluja |
| 2007 | ICASSP | Audio Fingerprinting: Combining Computer Vision & Data Stream Processing. | Shumeet Baluja, Michele Covell |
| 2007 | ICASSP | Known-Audio Detection using Waveprint: Spectrogram Fingerprinting by Wavelet Hashing. | Michele Covell, Shumeet Baluja |
| 2007 | IJCAI | Learning "Forgiving" Hash Functions: Algorithms and Large Scale Tests. | Shumeet Baluja, Michele Covell |
| 2006 | CHI | A large scale study of wireless search behavior: Google mobile search. | Maryam Kamvar, Shumeet Baluja |
| 2006 | MMSP | Advertisement Detection and Replacement using Acoustic and Visual Repetition. | Michele Covell, Shumeet Baluja, Michael Fink |
| 2006 | WWW | Browsing on small screens: recasting web-page segmentation into an efficient machine learning framework. | Shumeet Baluja |
| 2005 | AAAI | Boosting Sex Identification Performance. | Shumeet Baluja, Henry A. Rowley |
| 2005 | ICIP | Large scale performance measurement of content-based automated image-orientation detection. | Shumeet Baluja, Henry A. Rowley |
| 2004 | ICIP | Efficient face orientation discrimination. | Shumeet Baluja, Mehran Sahami, Henry A. Rowley |
| 2004 | PRICAI | The Happy Searcher: Challenges in Web Information Retrieval. | Mehran Sahami, Vibhu O. Mittal, Shumeet Baluja, Henry A. Rowley |
| 1998 | AAAI | Fast Probabilistic Modeling for Combinatorial Optimization. | Shumeet Baluja, Scott Davies |
| 1998 | CVPR | Rotation Invariant Neural Network-Based Face Detection. | Henry A. Rowley, Shumeet Baluja, Takeo Kanade |
| 1998 | CVPR | Rotation Invariant Neural Network-Based Face Detection. | Henry A. Rowley, Shumeet Baluja, Takeo Kanade |
| 1998 | PPSN | Finding Regions of Uncertainty in Learned Models: An Application to Face Detection. | Shumeet Baluja |
| 1997 | ICML | Using Optimal Dependency-Trees for Combinational Optimization. | Shumeet Baluja, Scott Davies |
| 1997 | ICRA | Evolving an intelligent vehicle for tactical reasoning in traffic. | Rahul Sukthankar, Shumeet Baluja, John A. Hancock |
| 1996 | CVPR | Neural Network-Based Face Detection. | Henry A. Rowley, Shumeet Baluja, Takeo Kanade |
| 1995 | ICML | Removing the Genetics from the Standard Genetic Algorithm. | Shumeet Baluja, Rich Caruana |
| 1995 | IJCAI | Using the Representation in a Neural Network's Hidden Layer for Task-Specific Focus of Attention. | Shumeet Baluja, Dean Pomerleau |
| 1993 | ICML | The Evolution of Gennetic Algorithms: Towards Massive Parallelism. | Shumeet Baluja |