Shumeet Baluja

103 papers A* 20A 3B 9C 1Misc 4Journal 37Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Evolving Deeper LLM Thinking. CoRR Kuang-Huei Lee, Ian Fischer, Yueh-Hua Wu, Dave Marwood, Shumeet Baluja, Dale Schuurmans, Xinyun Chen
2024	J	`jnl`	Making Images from Images: Interleaving Denoising and Transformation. CoRR Shumeet Baluja, David Marwood, Ashwin Baluja
2024	—	`conf`	Making Images from Images: Tightly Constrained Parallel Denoising. ECCV Workshops (5) Shumeet Baluja, David Marwood, Ashwin Baluja
2023	J	`jnl`	Diversity and Diffusion: Observations on Synthetic Image Distributions with Stable Diffusion. CoRR David Marwood, Shumeet Baluja, Yair Alon
2023	J	`jnl`	The infinite doodler: expanding textures within tightly constrained manifolds. Vis. Comput. Shumeet Baluja
2022	J	`jnl`	A natural representation of colors with textures. Vis. Comput. Shumeet Baluja
2022	B	`conf`	Adding Non-Linear Context to Deep Networks. ICIP Michele Covell, David Marwood, Shumeet Baluja
2021	A	`conf`	Contextual Convolution Blocks. BMVC David Marwood, Shumeet Baluja
2021	A*	`conf`	Interpretable Actions: Controlling Experts with Understandable Commands. AAAI Shumeet Baluja, David Marwood, Michele Covell
2021	J	`jnl`	Texture for Colors: Natural Representations of Colors Using Variable Bit-Depth Textures. CoRR Shumeet Baluja
2020	J	`jnl`	Hiding Images within Images. IEEE Trans. Pattern Anal. Mach. Intell. Shumeet Baluja
2019	B	`conf`	Learning to Render Better Image Previews. ICIP Shumeet Baluja, David Marwood, Nick Johnston, Michele Covell
2019	J	`jnl`	Table-Based Neural Units: Fully Quantizing Networks for Multiply-Free Inference. CoRR Michele Covell, David Marwood, Shumeet Baluja, Nick Johnston
2018	—	`conf`	Continuous Selection of Optimized Traffic Light Schedules: A Machine Learning Approach. ITSC Shumeet Baluja
2018	J	`jnl`	Empirical Explorations in Training Networks with Discrete Activations. CoRR Shumeet Baluja
2018	A*	`conf`	Learning to Attack: Adversarial Transformation Networks. AAAI Shumeet Baluja, Ian Fischer
2018	J	`jnl`	Neural Image Decompression: Learning to Render Better Image Previews. CoRR Shumeet Baluja, David Marwood, Nick Johnston, Michele Covell
2018	J	`jnl`	No Multiplication? No Floating Point? No Problem! Training Networks for Efficient Inference. CoRR Shumeet Baluja, David Marwood, Michele Covell, Nick Johnston
2018	B	`conf`	Representing Images in 200 Bytes: Compression via Triangulation. ICIP David Marwood, Pascal Massimino, Michele Covell, Shumeet Baluja
2018	J	`jnl`	Representing Images in 200 Bytes: Compression via Triangulation. CoRR David Marwood, Pascal Massimino, Michele Covell, Shumeet Baluja
2017	J	`jnl`	Adversarial Transformation Networks: Learning to Generate Adversarial Examples. CoRR Shumeet Baluja, Ian Fischer
2017	J	`jnl`	Deep Learning for Explicitly Modeling Optimization Landscapes. CoRR Shumeet Baluja
2017	—	`conf`	Hiding Images in Plain Sight: Deep Steganography. NIPS Shumeet Baluja
2017	—	`conf`	Learning deep models of optimization landscapes. SSCI Shumeet Baluja
2017	J	`jnl`	Learning typographic style: from discrimination to synthesis. Mach. Vis. Appl. Shumeet Baluja
2017	J	`jnl`	Traffic Lights with Auction-Based Controllers: Algorithms and Real-World Data. CoRR Shumeet Baluja, Michele Covell, Rahul Sukthankar
2016	Misc	`conf`	A Simple and Efficient Method to Handle Sparse Preference Data Using Domination Graphs: An Application to YouTube. ICCS Shumeet Baluja
2016	A*	`conf`	Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision. AAAI Marius Leordeanu, Alexandra Radu, Shumeet Baluja, Rahul Sukthankar
2016	J	`jnl`	Learning Typographic Style. CoRR Shumeet Baluja
2016	B	`conf`	Physical and virtual cell phone sensors for traffic control: Algorithms and deployment impact. SAS Rahul Sukthankar, Michele Covell, Shumeet Baluja
2016	A*	`conf`	Variable Rate Image Compression with Recurrent Neural Networks. ICLR (Poster) George Toderici, Sean M. O'Malley, Sung Jin Hwang, Damien Vincent, David Minnen, Shumeet Baluja, Michele Covell, Rahul Sukthankar
2015	—	`conf`	Approximating the Effects of Installed Traffic Lights: A Behaviorist Approach Based on Travel Tracks. ITSC Shumeet Baluja, Michele Covell, Rahul Sukthankar
2015	J	`jnl`	Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision. CoRR Marius Leordeanu, Alexandra Radu, Shumeet Baluja, Rahul Sukthankar
2015	—	`conf`	Micro-Auction-Based Traffic-Light Control: Responsive, Local Decision Making. ITSC Michele Covell, Shumeet Baluja, Rahul Sukthankar
2015	—	`conf`	The Virtues of Peer Pressure: A Simple Method for Discovering High-Value Mistakes. CAIP (2) Shumeet Baluja, Michele Covell, Rahul Sukthankar
2013	Misc	`conf`	Neighborhood Preserving Codes for Assigning Point Labels: Applications to Stochastic Search. ICCS Shumeet Baluja, Michele Covell
2013	B	`conf`	Point representation for local optimization. IEEE Congress on Evolutionary Computation Shumeet Baluja, Michele Covell
2011	—	`conf`	A Tale of Two (Similar) Cities - Inferring City Similarity through Geo-spatial Query Log Analysis. KDIR Rohan Seth, Michele Covell, Deepak Ravichandran, D. Sivakumar, Shumeet Baluja
2011	J	`jnl`	Future tense. Commun. ACM Shumeet Baluja
2010	B	`conf`	Beyond "Near Duplicates": Learning Hash Codes for Efficient Similar-Image Retrieval. ICPR Shumeet Baluja, Michele Covell
2009	A	`conf`	Finding Images and Line-Drawings in Document-Scanning Systems. ICDAR Shumeet Baluja, Michele Covell
2009	Misc	`conf`	LSH banding for large-scale retrieval with memory and recall constraints. ICASSP Michele Covell, Shumeet Baluja
2009	—	`ch.`	Mass Personalization: Social and Interactive Applications Using Sound-Track Identification. Handbook of Multimedia for Digital Entertainment and Arts Michael Fink, Michele Covell, Shumeet Baluja
2009	—	`conf`	Text Classification through Time - Efficient Label Propagation in Time-Based Graphs. KDIR Shumeet Baluja, Deepak Ravichandran, D. Sivakumar
2009	A*	`conf`	What's up CAPTCHA?: a CAPTCHA based on image orientation. WWW Rich Gossweiler, Maryam Kamvar, Shumeet Baluja
2008	—	`ch.`	Coordinated Multi-Device Presentations: Ambient-Audio Identification. Encyclopedia of Wireless and Mobile Communications Shumeet Baluja, Michele Covell, Michael Fink
2008	J	`jnl`	Learning to hash: forgiving hash functions and applications. Data Min. Knowl. Discov. Shumeet Baluja, Michele Covell
2008	J	`jnl`	Mass personalization: social and interactive applications using sound-track identification. Multim. Tools Appl. Michael Fink, Michele Covell, Shumeet Baluja
2008	A*	`conf`	Pagerank for product image search. WWW Yushi Jing, Shumeet Baluja
2008	Misc	`conf`	Permutation grouping: intelligent Hash function design for audio & image retrieval. ICASSP Shumeet Baluja, Michele Covell, Sergey Ioffe
2008	A*	`conf`	Query suggestions for mobile search: understanding usage patterns. CHI Maryam Kamvar, Shumeet Baluja
2008	A*	`conf`	Video suggestion and discovery for youtube: taking random walks through the view graph. WWW Shumeet Baluja, Rohan Seth, D. Sivakumar, Yushi Jing, Jay Yagnik, Shankar Kumar, Deepak Ravichandran, Mohamed Aly
2008	J	`jnl`	VisualRank: Applying PageRank to Large-Scale Image Search. IEEE Trans. Pattern Anal. Mach. Intell. Yushi Jing, Shumeet Baluja
2008	J	`jnl`	Waveprint: Efficient wavelet-based audio fingerprinting. Pattern Recognit. Shumeet Baluja, Michele Covell
2007	—	`conf`	Audio Fingerprinting: Combining Computer Vision & Data Stream Processing. ICASSP (2) Shumeet Baluja, Michele Covell
2007	J	`jnl`	Automated image-orientation detection: a scalable boosting approach. Pattern Anal. Appl. Shumeet Baluja
2007	J	`jnl`	Boosting Sex Identification Performance. Int. J. Comput. Vis. Shumeet Baluja, Henry A. Rowley
2007	—	`conf`	Canonical image selection from the web. CIVR Yushi Jing, Shumeet Baluja, Henry A. Rowley
2007	J	`jnl`	Deciphering Trends in Mobile Search. Computer Maryam Kamvar, Shumeet Baluja
2007	—	`conf`	Known-Audio Detection using Waveprint: Spectrogram Fingerprinting by Wavelet Hashing. ICASSP (1) Michele Covell, Shumeet Baluja
2007	A*	`conf`	Learning "Forgiving" Hash Functions: Algorithms and Large Scale Tests. IJCAI Shumeet Baluja, Michele Covell
2007	—	`conf`	The role of context in query input: using contextual signals to complete queries on mobile devices. Mobile HCI Maryam Kamvar, Shumeet Baluja
2006	A*	`conf`	A large scale study of wireless search behavior: Google mobile search. CHI Maryam Kamvar, Shumeet Baluja
2006	C	`conf`	Advertisement Detection and Replacement using Acoustic and Visual Repetition. MMSP Michele Covell, Shumeet Baluja, Michael Fink
2006	A*	`conf`	Browsing on small screens: recasting web-page segmentation into an efficient machine learning framework. WWW Shumeet Baluja
2006	J	`jnl`	Detecting Ads in Video Streams Using Acoustic and Visual Cues. Computer Michele Covell, Shumeet Baluja, Michael Fink
2006	—	`ch.`	Incorporating a priori Knowledge in Probabilistic-Model Based Optimization. Scalable Optimization via Probabilistic Modeling Shumeet Baluja
2006	—	`conf`	Large scale image-based adult-content filtering. VISAPP (1) Henry A. Rowley, Yushi Jing, Shumeet Baluja
2005	A*	`conf`	Boosting Sex Identification Performance. AAAI Shumeet Baluja, Henry A. Rowley
2005	—	`conf`	Large scale performance measurement of content-based automated image-orientation detection. ICIP (2) Shumeet Baluja, Henry A. Rowley
2004	B	`conf`	Efficient face orientation discrimination. ICIP Shumeet Baluja, Mehran Sahami, Henry A. Rowley
2004	B	`conf`	The Happy Searcher: Challenges in Web Information Retrieval. PRICAI Mehran Sahami, Vibhu O. Mittal, Shumeet Baluja, Henry A. Rowley
2002	J	`jnl`	Using a priori knowledge to create probabilistic models for optimization. Int. J. Approx. Reason. Shumeet Baluja
2000	J	`jnl`	Applying Machine Learning for High-Performance Named-Entity Extraction. Comput. Intell. Shumeet Baluja, Vibhu O. Mittal, Rahul Sukthankar
2000	B	`conf`	Memory-Based Face Recognition for Visitor Identification. FG Terence Sim, Rahul Sukthankar, Matthew D. Mullin, Shumeet Baluja
2000	J	`jnl`	Using Labeled and Unlabeled Data for Probabilistic Modeling of Face Orientation. Int. J. Pattern Recognit. Artif. Intell. Shumeet Baluja
1998	J	`jnl`	Evolution-Based Methods for Selecting Point Data for Object Localization: Applications to Computer-Assisted Surgery. Appl. Intell. Shumeet Baluja, David Simon
1998	—	`conf`	Fast Probabilistic Modeling for Combinatorial Optimization. AAAI/IAAI Shumeet Baluja, Scott Davies
1998	A	`conf`	Finding Regions of Uncertainty in Learned Models: An Application to Face Detection. PPSN Shumeet Baluja
1998	—	`conf`	Making Templates Rotationally Invariant. An Application to Rotated Digit Recognition. NIPS Shumeet Baluja
1998	J	`jnl`	Multiple Adaptive Agents for Tactical Driving. Appl. Intell. Rahul Sukthankar, Shumeet Baluja, John A. Hancock
1998	J	`jnl`	Neural Network-Based Face Detection. IEEE Trans. Pattern Anal. Mach. Intell. Henry A. Rowley, Shumeet Baluja, Takeo Kanade
1998	—	`conf`	Probabilistic Modeling for Face Orientation Discrimination: Learning from Labeled and Unlabeled Data. NIPS Shumeet Baluja
1998	A*	`conf`	Rotation Invariant Neural Network-Based Face Detection. CVPR Henry A. Rowley, Shumeet Baluja, Takeo Kanade
1998	A*	`conf`	Rotation Invariant Neural Network-Based Face Detection. CVPR Henry A. Rowley, Shumeet Baluja, Takeo Kanade
1997	J	`jnl`	Dynamic Relevance: Vision-Based Focus of Attention Using Artificial Neural Networks. (Technical Note). Artif. Intell. Shumeet Baluja, Dean Pomerleau
1997	A*	`conf`	Evolving an intelligent vehicle for tactical reasoning in traffic. ICRA Rahul Sukthankar, Shumeet Baluja, John A. Hancock
1997	J	`jnl`	Expectation-based selective attention for visual monitoring and control of a robot vehicle. Robotics Auton. Syst. Shumeet Baluja, Dean Pomerleau
1997	—	`conf`	Using Expectation to Guide Processing: A Study of Three Real-World Applications. NIPS Shumeet Baluja
1997	A*	`conf`	Using Optimal Dependency-Trees for Combinational Optimization. ICML Shumeet Baluja, Scott Davies
1996	J	`jnl`	Evolution of an artificial neural network based autonomous land vehicle controller. IEEE Trans. Syst. Man Cybern. Part B Shumeet Baluja
1996	—	`conf`	Genetic Algorithms and Explicit Search Statistics. NIPS Shumeet Baluja
1996	A*	`conf`	Neural Network-Based Face Detection. CVPR Henry A. Rowley, Shumeet Baluja, Takeo Kanade
1995	—	`conf`	Human Face Detection in Visual Scenes. NIPS Henry A. Rowley, Shumeet Baluja, Takeo Kanade
1995	A*	`conf`	Removing the Genetics from the Standard Genetic Algorithm. ICML Shumeet Baluja, Rich Caruana
1995	—	`conf`	Using the Future to Sort Out the Present: Rankprop and Multitask Learning for Medical Risk Evaluation. NIPS Rich Caruana, Shumeet Baluja, Tom M. Mitchell
1995	A*	`conf`	Using the Representation in a Neural Network's Hidden Layer for Task-Specific Focus of Attention. IJCAI Shumeet Baluja, Dean Pomerleau
1994	J	`jnl`	Towards Automated Artificial Evolution for Computer-generated Images. Connect. Sci. Shumeet Baluja, Dean Pomerleau, Todd Jochem
1994	—	`conf`	Using a Saliency Map for Active Spatial Selective Attention: Implementation & Initial Results. NIPS Shumeet Baluja, Dean Pomerleau
1993	—	`conf`	Non-Intrusive Gaze Tracking Using Artificial Neural Networks. NIPS Shumeet Baluja, Dean Pomerleau
1993	—	`conf`	Structure and Performance of Fine-Grain Parallelism in Genetic Search. ICGA Shumeet Baluja
1993	A*	`conf`	The Evolution of Gennetic Algorithms: Towards Massive Parallelism. ICML Shumeet Baluja
1992	—	`ch.`	Apga: an adaptive Parallel Genetic Algorithm. Computer Science and Operations Research Gunar E. Liepins, Shumeet Baluja