Shumeet Baluja

Publication Activity (10 Years)

Years Active: 1993-2023
Publications (10 Years): 28

Top Topics

Video Classification

Efficient Inference

Top Venues

Publications

Shumeet Baluja
The infinite doodler: expanding textures within tightly constrained manifolds. Vis. Comput. 39 (8) (2023)
David Marwood, Shumeet Baluja, Yair Alon
Diversity and Diffusion: Observations on Synthetic Image Distributions with Stable Diffusion. CoRR (2023)
Shumeet Baluja
A natural representation of colors with textures. Vis. Comput. 38 (9) (2022)
Michele Covell, David Marwood, Shumeet Baluja
Adding Non-Linear Context to Deep Networks. ICIP (2022)
David Marwood, Shumeet Baluja
Contextual Convolution Blocks. BMVC (2021)
Shumeet Baluja, David Marwood, Michele Covell
Interpretable Actions: Controlling Experts with Understandable Commands. AAAI (2021)
Shumeet Baluja
Texture for Colors: Natural Representations of Colors Using Variable Bit-Depth Textures. CoRR (2021)
Shumeet Baluja
Hiding Images within Images. IEEE Trans. Pattern Anal. Mach. Intell. 42 (7) (2020)
Shumeet Baluja, David Marwood, Nick Johnston, Michele Covell
Learning to Render Better Image Previews. ICIP (2019)
Michele Covell, David Marwood, Shumeet Baluja, Nick Johnston
Table-Based Neural Units: Fully Quantizing Networks for Multiply-Free Inference. CoRR (2019)
Shumeet Baluja, Ian Fischer
Learning to Attack: Adversarial Transformation Networks. AAAI (2018)
David Marwood, Pascal Massimino, Michele Covell, Shumeet Baluja
Representing Images in 200 Bytes: Compression via Triangulation. ICIP (2018)
Shumeet Baluja, David Marwood, Nick Johnston, Michele Covell
Neural Image Decompression: Learning to Render Better Image Previews. CoRR (2018)
Shumeet Baluja
Continuous Selection of Optimized Traffic Light Schedules: A Machine Learning Approach. ITSC (2018)
Shumeet Baluja, David Marwood, Michele Covell, Nick Johnston
No Multiplication? No Floating Point? No Problem! Training Networks for Efficient Inference. CoRR (2018)
David Marwood, Pascal Massimino, Michele Covell, Shumeet Baluja
Representing Images in 200 Bytes: Compression via Triangulation. CoRR (2018)
Shumeet Baluja
Empirical Explorations in Training Networks with Discrete Activations. CoRR (2018)
Shumeet Baluja
Learning deep models of optimization landscapes. SSCI (2017)
Shumeet Baluja
Deep Learning for Explicitly Modeling Optimization Landscapes. CoRR (2017)
Shumeet Baluja, Michele Covell, Rahul Sukthankar
Traffic Lights with Auction-Based Controllers: Algorithms and Real-World Data. CoRR (2017)
Shumeet Baluja
Hiding Images in Plain Sight: Deep Steganography. NIPS (2017)
Shumeet Baluja
Learning typographic style: from discrimination to synthesis. Mach. Vis. Appl. 28 (5-6) (2017)
Shumeet Baluja, Ian Fischer
Adversarial Transformation Networks: Learning to Generate Adversarial Examples. CoRR (2017)
Rahul Sukthankar, Michele Covell, Shumeet Baluja
Physical and virtual cell phone sensors for traffic control: Algorithms and deployment impact. SAS (2016)
Marius Leordeanu, Alexandra Radu, Shumeet Baluja, Rahul Sukthankar
Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision. AAAI (2016)
Shumeet Baluja
A Simple and Efficient Method to Handle Sparse Preference Data Using Domination Graphs: An Application to YouTube. ICCS (2016)
Shumeet Baluja
Learning Typographic Style. CoRR (2016)
George Toderici, Sean M. O'Malley, Sung Jin Hwang, Damien Vincent, David Minnen, Shumeet Baluja, Michele Covell, Rahul Sukthankar
Variable Rate Image Compression with Recurrent Neural Networks. ICLR (Poster) (2016)
Marius Leordeanu, Alexandra Radu, Shumeet Baluja, Rahul Sukthankar
Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision. CoRR (2015)
Michele Covell, Shumeet Baluja, Rahul Sukthankar
Micro-Auction-Based Traffic-Light Control: Responsive, Local Decision Making. ITSC (2015)
Shumeet Baluja, Michele Covell, Rahul Sukthankar
Approximating the Effects of Installed Traffic Lights: A Behaviorist Approach Based on Travel Tracks. ITSC (2015)
Shumeet Baluja, Michele Covell, Rahul Sukthankar
The Virtues of Peer Pressure: A Simple Method for Discovering High-Value Mistakes. CAIP (2) (2015)
Shumeet Baluja, Michele Covell
Point representation for local optimization. IEEE Congress on Evolutionary Computation (2013)
Shumeet Baluja, Michele Covell
Neighborhood Preserving Codes for Assigning Point Labels: Applications to Stochastic Search. ICCS (2013)
Shumeet Baluja
Future tense. Commun. ACM 54 (10) (2011)
Rohan Seth, Michele Covell, Deepak Ravichandran, D. Sivakumar, Shumeet Baluja
A Tale of Two (Similar) Cities - Inferring City Similarity through Geo-spatial Query Log Analysis. KDIR (2011)
Shumeet Baluja, Michele Covell
Beyond "Near Duplicates": Learning Hash Codes for Efficient Similar-Image Retrieval. ICPR (2010)
Michele Covell, Shumeet Baluja
LSH banding for large-scale retrieval with memory and recall constraints. ICASSP (2009)
Shumeet Baluja, Deepak Ravichandran, D. Sivakumar
Text Classification through Time - Efficient Label Propagation in Time-Based Graphs. KDIR (2009)
Shumeet Baluja, Michele Covell
Finding Images and Line-Drawings in Document-Scanning Systems. ICDAR (2009)
Rich Gossweiler, Maryam Kamvar, Shumeet Baluja
What's up CAPTCHA?: a CAPTCHA based on image orientation. WWW (2009)
Shumeet Baluja, Michele Covell
Waveprint: Efficient wavelet-based audio fingerprinting. Pattern Recognit. 41 (11) (2008)
Yushi Jing, Shumeet Baluja
VisualRank: Applying PageRank to Large-Scale Image Search. IEEE Trans. Pattern Anal. Mach. Intell. 30 (11) (2008)
Yushi Jing, Shumeet Baluja
Pagerank for product image search. WWW (2008)
Shumeet Baluja, Michele Covell
Learning to hash: forgiving hash functions and applications. Data Min. Knowl. Discov. 17 (3) (2008)
Shumeet Baluja, Rohan Seth, D. Sivakumar, Yushi Jing, Jay Yagnik, Shankar Kumar, Deepak Ravichandran, Mohamed Aly
Video suggestion and discovery for youtube: taking random walks through the view graph. WWW (2008)
Maryam Kamvar, Shumeet Baluja
Query suggestions for mobile search: understanding usage patterns. CHI (2008)
Shumeet Baluja, Michele Covell, Sergey Ioffe
Permutation grouping: intelligent Hash function design for audio & image retrieval. ICASSP (2008)
Michael Fink, Michele Covell, Shumeet Baluja
Mass personalization: social and interactive applications using sound-track identification. Multim. Tools Appl. 36 (1-2) (2008)
Shumeet Baluja, Michele Covell
Audio Fingerprinting: Combining Computer Vision & Data Stream Processing. ICASSP (2) (2007)
Shumeet Baluja
Automated image-orientation detection: a scalable boosting approach. Pattern Anal. Appl. 10 (3) (2007)
Shumeet Baluja, Henry A. Rowley
Boosting Sex Identification Performance. Int. J. Comput. Vis. 71 (1) (2007)
Maryam Kamvar, Shumeet Baluja
Deciphering Trends in Mobile Search. Computer 40 (8) (2007)
Yushi Jing, Shumeet Baluja, Henry A. Rowley
Canonical image selection from the web. CIVR (2007)
Michele Covell, Shumeet Baluja
Known-Audio Detection using Waveprint: Spectrogram Fingerprinting by Wavelet Hashing. ICASSP (1) (2007)
Shumeet Baluja, Michele Covell
Learning "Forgiving" Hash Functions: Algorithms and Large Scale Tests. IJCAI (2007)
Maryam Kamvar, Shumeet Baluja
The role of context in query input: using contextual signals to complete queries on mobile devices. Mobile HCI (2007)
Shumeet Baluja
Browsing on small screens: recasting web-page segmentation into an efficient machine learning framework. WWW (2006)
Michele Covell, Shumeet Baluja, Michael Fink
Advertisement Detection and Replacement using Acoustic and Visual Repetition. MMSP (2006)
Maryam Kamvar, Shumeet Baluja
A large scale study of wireless search behavior: Google mobile search. CHI (2006)
Michele Covell, Shumeet Baluja, Michael Fink
Detecting Ads in Video Streams Using Acoustic and Visual Cues. Computer 39 (12) (2006)
Henry A. Rowley, Yushi Jing, Shumeet Baluja
Large scale image-based adult-content filtering. VISAPP (1) (2006)
Shumeet Baluja, Henry A. Rowley
Boosting Sex Identification Performance. AAAI (2005)
Shumeet Baluja, Henry A. Rowley
Large scale performance measurement of content-based automated image-orientation detection. ICIP (2) (2005)
Shumeet Baluja, Mehran Sahami, Henry A. Rowley
Efficient face orientation discrimination. ICIP (2004)
Mehran Sahami, Vibhu O. Mittal, Shumeet Baluja, Henry A. Rowley
The Happy Searcher: Challenges in Web Information Retrieval. PRICAI (2004)
Shumeet Baluja
Using a priori knowledge to create probabilistic models for optimization. Int. J. Approx. Reason. 31 (3) (2002)
Shumeet Baluja, Vibhu O. Mittal, Rahul Sukthankar
Applying Machine Learning for High-Performance Named-Entity Extraction. Comput. Intell. 16 (4) (2000)
Shumeet Baluja
Using Labeled and Unlabeled Data for Probabilistic Modeling of Face Orientation. Int. J. Pattern Recognit. Artif. Intell. 14 (8) (2000)
Terence Sim, Rahul Sukthankar, Matthew D. Mullin, Shumeet Baluja
Memory-Based Face Recognition for Visitor Identification. FG (2000)
Henry A. Rowley, Shumeet Baluja, Takeo Kanade
Rotation Invariant Neural Network-Based Face Detection. CVPR (1998)
Shumeet Baluja, Scott Davies
Fast Probabilistic Modeling for Combinatorial Optimization. AAAI/IAAI (1998)
Henry A. Rowley, Shumeet Baluja, Takeo Kanade
Neural Network-Based Face Detection. IEEE Trans. Pattern Anal. Mach. Intell. 20 (1) (1998)
Henry A. Rowley, Shumeet Baluja, Takeo Kanade
Rotation Invariant Neural Network-Based Face Detection. CVPR (1998)
Shumeet Baluja
Finding Regions of Uncertainty in Learned Models: An Application to Face Detection. PPSN (1998)
Rahul Sukthankar, Shumeet Baluja, John A. Hancock
Multiple Adaptive Agents for Tactical Driving. Appl. Intell. 9 (1) (1998)
Shumeet Baluja
Probabilistic Modeling for Face Orientation Discrimination: Learning from Labeled and Unlabeled Data. NIPS (1998)
Shumeet Baluja
Making Templates Rotationally Invariant. An Application to Rotated Digit Recognition. NIPS (1998)
Shumeet Baluja, David Simon
Evolution-Based Methods for Selecting Point Data for Object Localization: Applications to Computer-Assisted Surgery. Appl. Intell. 8 (1) (1998)
Shumeet Baluja, Dean Pomerleau
Dynamic Relevance: Vision-Based Focus of Attention Using Artificial Neural Networks. (Technical Note). Artif. Intell. 97 (1-2) (1997)
Rahul Sukthankar, Shumeet Baluja, John A. Hancock
Evolving an intelligent vehicle for tactical reasoning in traffic. ICRA (1997)
Shumeet Baluja
Using Expectation to Guide Processing: A Study of Three Real-World Applications. NIPS (1997)
Shumeet Baluja, Dean Pomerleau
Expectation-based selective attention for visual monitoring and control of a robot vehicle. Robotics Auton. Syst. 22 (3-4) (1997)
Shumeet Baluja, Scott Davies
Using Optimal Dependency-Trees for Combinational Optimization. ICML (1997)
Shumeet Baluja
Evolution of an artificial neural network based autonomous land vehicle controller. IEEE Trans. Syst. Man Cybern. Part B 26 (3) (1996)
Henry A. Rowley, Shumeet Baluja, Takeo Kanade
Neural Network-Based Face Detection. CVPR (1996)
Shumeet Baluja
Genetic Algorithms and Explicit Search Statistics. NIPS (1996)
Shumeet Baluja, Dean Pomerleau
Using the Representation in a Neural Network's Hidden Layer for Task-Specific Focus of Attention. IJCAI (1995)
Shumeet Baluja, Rich Caruana
Removing the Genetics from the Standard Genetic Algorithm. ICML (1995)
Rich Caruana, Shumeet Baluja, Tom M. Mitchell
Using the Future to Sort Out the Present: Rankprop and Multitask Learning for Medical Risk Evaluation. NIPS (1995)
Henry A. Rowley, Shumeet Baluja, Takeo Kanade
Human Face Detection in Visual Scenes. NIPS (1995)
Shumeet Baluja, Dean Pomerleau
Using a Saliency Map for Active Spatial Selective Attention: Implementation & Initial Results. NIPS (1994)
Shumeet Baluja, Dean Pomerleau, Todd Jochem
Towards Automated Artificial Evolution for Computer-generated Images. Connect. Sci. 6 (2-3) (1994)
Shumeet Baluja
The Evolution of Gennetic Algorithms: Towards Massive Parallelism. ICML (1993)
Shumeet Baluja, Dean Pomerleau
Non-Intrusive Gaze Tracking Using Artificial Neural Networks. NIPS (1993)
Shumeet Baluja
Structure and Performance of Fine-Grain Parallelism in Genetic Search. ICGA (1993)