Shumeet Baluja
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Shumeet Balujacomputer-science Degrees
Computer Science
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Machine Learning
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#2482
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Artificial Intelligence
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Computer Science
Shumeet Baluja's Degrees
- PhD Computer Science Cornell University
- Masters Computer Science Stanford University
- Bachelors Computer Science Stanford University
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Why Is Shumeet Baluja Influential?
(Suggest an Edit or Addition)Shumeet Baluja's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Neural network-based face detection (1996) (4342)
- A Method for Integrating Genetic Search Based Function Optimization and Competitive Learning (1994) (1423)
- Removing the Genetics from the Standard Genetic Algorithm (1995) (666)
- Variable Rate Image Compression with Recurrent Neural Networks (2015) (499)
- VisualRank: Applying PageRank to Large-Scale Image Search (2008) (499)
- Video suggestion and discovery for youtube: taking random walks through the view graph (2008) (485)
- Human Face Detection in Visual Scenes (1995) (481)
- Rotation invariant neural network-based face detection (1998) (417)
- Boosting Sex Identification Performance (2005) (393)
- Rotation Invariant Neural Network-Based Face Detection (1998) (392)
- Non-Intrusive Gaze Tracking Using Artificial Neural Networks (1993) (381)
- Using Optimal Dependency-Trees for Combinatorial Optimization: Learning the Structure of the Search Space (1997) (327)
- A large scale study of wireless search behavior: Google mobile search (2006) (321)
- Hiding Images in Plain Sight: Deep Steganography (2017) (273)
- Pagerank for product image search (2008) (248)
- Adversarial Transformation Networks: Learning to Generate Adversarial Examples (2017) (244)
- Towards Automated Artificial Evolution for Computer-generated Images (1993) (198)
- What's up CAPTCHA?: a CAPTCHA based on image orientation (2009) (195)
- Using the Future to Sort Out the Present: Rankprop and Multitask Learning for Medical Risk Evaluation (1995) (188)
- Advances in Neural Information Processing (1994) (180)
- An Empirical Comparison of Seven Iterative and Evolutionary Function Optimization Heuristics (1995) (152)
- Evolution of an artificial neural network based autonomous land vehicle controller (1996) (142)
- Using Optimal Dependency-Trees for Combinational Optimization (1997) (134)
- Browsing on small screens: recasting web-page segmentation into an efficient machine learning framework (2006) (134)
- Learning to Attack: Adversarial Transformation Networks (2018) (127)
- Probabilistic Modeling for Face Orientation Discrimination: Learning from Labeled and Unlabeled Data (1998) (115)
- Structure and Performance of Fine-Grain Parallelism in Genetic Search (1993) (110)
- Deciphering Trends in Mobile Search (2007) (108)
- Fast Probabilistic Modeling for Combinatorial Optimization (1998) (106)
- Large scale image-based adult-content filtering (2006) (104)
- Audio Fingerprinting: Combining Computer Vision & Data Stream Processing (2007) (103)
- Waveprint: Efficient wavelet-based audio fingerprinting (2008) (98)
- Applying Machine Learning for High‐Performance Named‐Entity Extraction (2000) (91)
- Hiding Images within Images (2020) (89)
- Memory-based face recognition for visitor identification (2000) (86)
- Advertisement Detection and Replacement using Acoustic and Visual Repetition (2006) (84)
- Expectation-based selective attention for visual monitoring and control of a robot vehicle (1997) (80)
- Genetic Algorithms and Explicit Search Statistics (1996) (76)
- Learning to hash: forgiving hash functions and applications (2008) (60)
- Reducing Network Depth in the Cascade-Correlation Learning Architecture, (1994) (60)
- Efficient face orientation discrimination (2004) (59)
- Content Fingerprinting Using Wavelets (2006) (55)
- The role of context in query input: using contextual signals to complete queries on mobile devices (2007) (50)
- Query suggestions for mobile search: understanding usage patterns (2008) (49)
- Social- and Interactive-Television Applications Based on Real-Time Ambient-Audio Identification (2006) (44)
- Combining Multiple Optimization Runs with Optimal Dependency Trees (1997) (44)
- The Happy Searcher: Challenges in Web Information Retrieval (2004) (43)
- Canonical image selection from the web (2007) (35)
- Multiple Adaptive Agents for Tactical Driving (1998) (34)
- Dynamic Relevance: Vision-Based Focus of Attention Using Artificial Neural Networks. (Technical Note) (1997) (33)
- High-Performance Memory-based Face Recognition for Visitor Identification (2000) (33)
- Adaptive Intelligent Vehicle Modules for Tactical Driving (1996) (32)
- Incorporating a priori Knowledge in Probabilistic-Model Based Optimization (2006) (32)
- Evolving an intelligent vehicle for tactical reasoning in traffic (1997) (30)
- Using a priori knowledge to create probabilistic models for optimization (2002) (27)
- Known-Audio Detection using Waveprint: Spectrogram Fingerprinting by Wavelet Hashing (2007) (27)
- Using the Representation in a Neural Network's Hidden Layer for Task-Specific Focus of Attention (1995) (25)
- Micro-Auction-Based Traffic-Light Control: Responsive, Local Decision Making (2015) (25)
- A Massively Distributed Parallel Genetic Algorithm (1992) (24)
- Statistical Machine Learning for Large-Scale Optimization (2000) (21)
- Using a Saliency Map for Active Spatial Selective Attention: Implementation & Initial Results (1994) (21)
- A massively parallel road follower (1993) (20)
- Learning typographic style: from discrimination to synthesis (2017) (19)
- Prototyping Intelligent Vehicle Modules Using Evolutionary Algorithms (1997) (19)
- Apga: an adaptive Parallel Genetic Algorithm (1992) (18)
- Massively parallel, adaptive, color image processing for autonomous road following (1994) (18)
- The Evolution of Gennetic Algorithms: Towards Massive Parallelism (1993) (16)
- Automated image-orientation detection: a scalable boosting approach (2007) (15)
- Learning Typographic Style (2016) (15)
- Evolution-Based Methods for Selecting Point Data for Object Localization: Applications to Computer-Assisted Surgery (2004) (14)
- The Equilibrium Genetic Algorithm and the Role of Crossover (1993) (14)
- Representing Images in 200 Bytes: Compression via Triangulation (2018) (13)
- Learning "Forgiving" Hash Functions: Algorithms and Large Scale Tests (2007) (12)
- Labeling the Features Not the Samples: Efficient Video Classification with Minimal Supervision (2015) (12)
- The Virtues of Peer Pressure: A Simple Method for Discovering High-Value Mistakes (2015) (10)
- LSH banding for large-scale retrieval with memory and recall constraints (2009) (10)
- Expectation-based selective attention (1996) (10)
- Beyond “Near Duplicates”: Learning Hash Codes for Efficient Similar-Image Retrieval (2010) (9)
- Making Templates Rotationally Invariant. An Application to Rotated Digit Recognition (1998) (9)
- Detecting Ads in Video Streams Using Acoustic and Visual Cues (2006) (8)
- No Multiplication? No Floating Point? No Problem! Training Networks for Efficient Inference (2018) (8)
- Approximating the Effects of Installed Traffic Lights: A Behaviorist Approach Based on Travel Tracks (2015) (7)
- A Tale of Two (Similar) Cities - Inferring City Similarity through Geo-spatial Query Log Analysis (2011) (7)
- Finding Images and Line-Drawings in Document-Scanning Systems (2009) (7)
- Table-Based Neural Units: Fully Quantizing Networks for Multiply-Free Inference (2019) (6)
- Face Detection with In-Plane Rotation: Early Concepts and Preliminary Results (1997) (6)
- Mass personalization: social and interactive applications using sound-track identification (2006) (6)
- Using Labeled and Unlabeled Data for Probabilistic Modeling of Face Orientation (2000) (6)
- Neighborhood Preserving Codes for Assigning Point Labels: Applications to Stochastic Search (2013) (5)
- An Empirical Comparison of Seven Iterative and Evolutionary Heuristics for Static Function Optimization ( Extended Abstract ) (2002) (5)
- Deep Learning for Explicitly Modeling Optimization Landscapes (2017) (5)
- Permutation grouping: intelligent Hash function design for audio & image retrieval (2008) (5)
- Local optimization using simulated annealing (1992) (5)
- Large scale performance measurement of content-based automated image-orientation detection (2005) (4)
- Artificial Neural Network Based Detection and Diagnosis of Plasma-Etch Faults (1997) (4)
- Traffic Lights with Auction-Based Controllers: Algorithms and Real-World Data (2017) (4)
- To Better Days (2011) (3)
- POOL-WISE CROSSOVER IN GENETIC ALGORITHMS : AN INFORMATION-THEORETIC VIEW (1998) (3)
- A Simple and Efficient Method to Handle Sparse Preference Data Using Domination Graphs: An Application to YouTube (2016) (3)
- Artificial Neural Network Evolution: Learning to Steer a Land Vehicle (1995) (2)
- Task-specific color spaces and compression for machine-based object recognition (2019) (2)
- Using Expectation to Guide Processing: A Study of Three Real-World Applications (1997) (2)
- Text Classification through Time - Efficient Label Propagation in Time-Based Graphs (2009) (2)
- Finding Regions of Uncertainty in Learned Models: An Application to Face Detection (1998) (2)
- Efficient and Accurate Label Propagation on Large Graphs and Label Sets (2013) (1)
- Empirical Explorations in Training Networks with Discrete Activations (2018) (1)
- PORNOGRAPHY DETECTION IN VIDEO USING CHARACTERISTIC MOTION PATTERNS (2016) (1)
- Efficient and Accurate Label Propagation on Dynamic Graphs and Label Sets (2014) (1)
- Continuous Selection of Optimized Traffic Light Schedules: A Machine Learning Approach (2018) (1)
- Immediate gestalt: shapes, typography and (quite irregular) shape packing (2020) (1)
- Neural Image Decompression: Learning to Render Better Image Previews (2018) (1)
- The Silicon Jungle: A Novel of Deception, Power, and Internet Intrigue (2011) (0)
- A natural representation of colors with textures (2022) (0)
- Negotiations and Herding Cats (2011) (0)
- Point representation for local optimization (2013) (0)
- Author index (1980) (0)
- Seamless Audio Melding: Using Seam Carving with Music Playlists (2020) (0)
- The Yuri Effect (2011) (0)
- Learning deep models of optimization landscapes (2017) (0)
- Systems and processes for social based correction of inclines images (2009) (0)
- Silicon Jungle : Roman (2012) (0)
- Learning typographic style: from discrimination to synthesis (2017) (0)
- Future Tense: A person of influence (2011) (0)
- Reducing Vehicle Emissions via Machine Learning for Traffic Signal Program Selection ( Extended (2015) (0)
- AD-A 256 617 A Massively Distributed Parallel Genetic Algorithm ( mdpGA ) (0)
- Contextual Convolution Blocks (2021) (0)
- Liberal Food and Even More Liberal Activism (2011) (0)
- Physical and virtual cell phone sensors for traffic control: Algorithms and deployment impact (2016) (0)
- Little Pink Houses (2011) (0)
- A Tale of Two Tenures (2011) (0)
- Low-Bandwidth, Client-Based, Rendering for Gaming Videos (2017) (0)
- Truth, Lies, and Algorithms (2011) (0)
- Statistical Machine Learning for Large-Scale Optimization Contributors (0)
- Anthropologists in the Midst (2011) (0)
- The Silicon Jungle (2017) (0)
- When It Rains (2011) (0)
- Prelude to Pie (2011) (0)
- I Am a Heartbeat (2011) (0)
- Texture for Colors: Natural Representations of Colors Using Variable Bit-Depth Textures (2021) (0)
- The Privacy Policy of a few organizations, in their own words (2011) (0)
- A Life Changed in Four Phone Calls (2011) (0)
- Splenic cyst. (1974) (0)
- Counting by Two (2011) (0)
- A Permanent Position (2011) (0)
- Interpretable Actions: Controlling Experts with Understandable Commands (2021) (0)
- Exercise Sheet 4 – Solutions (2008) (0)
- Predicting the Future and 38 Needles (2011) (0)
- Integrating Text and Face Detection for Finding Informative Poster Frames (1997) (0)
- Two Geeks in a Pod (2011) (0)
- I Dream of Jenny July (2011) (0)
- The Life and Soul of an Intern (2011) (0)
- Massively Parallel, Adaptive, Color Image Processing for Au- Tonomous Road following 9.1 Introduction (1993) (0)
- Coordinated Multi-Device Presentations: Ambient-Audio Identification (2008) (0)
- Looking for Pieces of Needles in Millions of Haystacks: Finding Distorted Audio/Video Snippets (2010) (0)
- Web search: finding information in billions of pages (2004) (0)
- KNOWN-AUDIO DETECTIONUSINGWAVEPRINT: SPECTROGRAM FINGERPRINTINGBY WAVELET HASHING (2007) (0)
- The Jenny Discovery (2011) (0)
- A Drive through the Country (2011) (0)
- An Empirical Comparison of ('_,"" w_,.._a,.,_ _.,,q (0)
- Euphoria and Diet Pills (2011) (0)
- Adding Non-Linear Context to Deep Networks (2022) (0)
- Placing Sponsored-Content Associated With An Image (2017) (0)
- Fables of the Deconstruction (2011) (0)
- A Five-Step Program (2011) (0)
- Sebastin’s Friends (2011) (0)
- Learning to Render Better Image Previews (2019) (0)
- What I Did This Summer (2011) (0)
- Thoughts Like Butterflies (2011) (0)
- Working 9 to 4 (2011) (0)
- Point Representation for Local Optimization: Towards Multi-Dimensional Gray Codes (2013) (0)
- A Tinker by Any Other Name (2011) (0)
- Thanks to IEEE MultiMedia's Reviewers (2011) (0)
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