Nemanja Djuric

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 56

Top Topics

Semantic Matching

Sponsored Search

Motion Prediction

Web Search Queries

Top Venues

WWW (Companion Volume)

Publications

Abraham Bagherjeiran, Nemanja Djuric, Kuang-Chih Lee, Linsey Pang, Vladan Radosavljevic, Suju Rajan
AdKDD 2024. KDD (2024)
Cuichun Xu, Peter Kingston, Nemanja Djuric
Improved Tracking of Articulated Vehicles in Self-Driving Applications Using Phantom Observations. ITSC (2023)
Abraham Bagherjeiran, Nemanja Djuric, Kuang-Chih Lee, Linsey Pang, Vladan Radosavljevic, Suju Rajan
AdKDD 2023. KDD (2023)
Sophia K. Mehdizadeh, Edward Cutrell, R. Michael Winters, Nemanja Djuric, Yang Cheng, Ivan J. Tashev, Yu-Te Wang
EEG and Eye-Tracking Error-Related Responses During Predictive Text Interactions: A BCI Case Study. EMBC (2023)
Vladan Filipovic, Dimitrije Stefanovic, Nina Pajevic, Zeljana Grbovic, Nemanja Djuric, Marko Panic
Bush Detection for Vision-based UGV Guidance in Blueberry Orchards: Data Set and Methods. CVPR Workshops (2023)
Meng Fan, Craig C. Bidstrup, Zhaoen Su, Jason Owens, Gary Yang, Nemanja Djuric
Detection of Active Emergency Vehicles using Per-Frame CNNs and Output Smoothing. CoRR (2022)
Sudeep Fadadu, Shreyash Pandey, Darshan Hegde, Yi Shi, Fang-Chieh Chou, Nemanja Djuric, Carlos Vallespi-Gonzalez
Multi-View Fusion of Sensor Data for Improved Perception and Prediction in Autonomous Driving. WACV (2022)
Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-Chih Lee, Kun Liu, Wei Liu, Linsey Pang, Vladan Radosavljevic, Suju Rajan, Kexin Xie
AdKDD 2022. KDD (2022)
Zhaoen Su, Chao Wang, David Bradley, Carlos Vallespi-Gonzalez, Carl Wellington, Nemanja Djuric
Convolutions for Spatial Interaction Modeling. CVPR (2022)
Sandro Hauri, Nemanja Djuric, Vladan Radosavljevic, Slobodan Vucetic
Multi-Modal Trajectory Prediction of NBA Players. WACV (2021)
Henggang Cui, Hoda Shajari, Sai Yalamanchi, Nemanja Djuric
Ellipse Loss for Scene-Compliant Motion Prediction. ICRA (2021)
Zhaoen Su, Chao Wang, Henggang Cui, Nemanja Djuric, Carlos Vallespi-Gonzalez, David Bradley
Temporally-Continuous Probabilistic Prediction using Polynomial Trajectory Parameterization. IROS (2021)
Nemanja Djuric, Henggang Cui, Zhaoen Su, Shangxuan Wu, Huahua Wang, Fang-Chieh Chou, Luisa San Martin, Song Feng, Rui Hu, Yang Xu, Alyssa Dayan, Sidney Zhang, Brian C. Becker, Gregory P. Meyer, Carlos Vallespi-Gonzalez, Carl K. Wellington
MultiXNet: Multiclass Multistage Multimodal Motion Prediction. IV (2021)
Abhishek Mohta, Fang-Chieh Chou, Brian C. Becker, Carlos Vallespi-Gonzalez, Nemanja Djuric
Investigating the Effect of Sensor Modalities in Multi-Sensor Detection-Prediction Models. CoRR (2021)
Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-chih Lee, Kun Liu, Vladan Radosavljevic, Suju Rajan
AdKDD 2021. KDD (2021)
Zhaoen Su, Chao Wang, David Bradley, Carlos Vallespi-Gonzalez, Carl Wellington, Nemanja Djuric
Convolutions for Spatial Interaction Modeling. CoRR (2021)
Henggang Cui, Fang-Chieh Chou, Jake Charland, Carlos Vallespi-Gonzalez, Nemanja Djuric
Uncertainty-Aware Estimation of Vehicle Orientation for Self-Driving Applications. ITSC (2021)
Rui Fan, Nemanja Djuric, Fisher Yu, Rowan McAllister, Ioannis Pitas
Autonomous Vehicle Vision 2021: ICCV Workshop Summary. ICCVW (2021)
Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Jeff Schneider, David Bradley, Nemanja Djuric
Deep Kinematic Models for Kinematically Feasible Vehicle Trajectory Predictions. ICRA (2020)
Sandro Hauri, Nemanja Djuric, Vladan Radosavljevic, Slobodan Vucetic
Multi-Modal Trajectory Prediction of NBA Players. CoRR (2020)
Nemanja Djuric, Henggang Cui, Zhaoen Su, Shangxuan Wu, Huahua Wang, Fang-Chieh Chou, Luisa San Martin, Song Feng, Rui Hu, Yang Xu, Alyssa Dayan, Sidney Zhang, Brian C. Becker, Gregory P. Meyer, Carlos Vallespi-Gonzalez, Carl K. Wellington
MultiXNet: Multiclass Multistage Multimodal Motion Prediction. CoRR (2020)
Sai Yalamanchi, Tzu-Kuo Huang, Galen Clark Haynes, Nemanja Djuric
Long-term Prediction of Vehicle Behavior using Short-term Uncertainty-aware Trajectories and High-definition Maps. CoRR (2020)
Eason Wang, Henggang Cui, Sai Yalamanchi, Mohana Moorthy, Nemanja Djuric
Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization. KDD (2020)
Fang-Chieh Chou, Tsung-Han Lin, Henggang Cui, Vladan Radosavljevic, Thi Nguyen, Tzu-Kuo Huang, Matthew Niedoba, Jeff Schneider, Nemanja Djuric
Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets. IV (2020)
Nemanja Djuric, Zhuang Wang, Slobodan Vucetic
Growing Adaptive Multi-hyperplane Machines. ICML (2020)
Zhaoen Su, Chao Wang, Henggang Cui, Nemanja Djuric, Carlos Vallespi-Gonzalez, David Bradley
Temporally-Continuous Probabilistic Prediction using Polynomial Trajectory Parameterization. CoRR (2020)
Sudeep Fadadu, Shreyash Pandey, Darshan Hegde, Yi Shi, Fang-Chieh Chou, Nemanja Djuric, Carlos Vallespi-Gonzalez
Multi-View Fusion of Sensor Data for Improved Perception and Prediction in Autonomous Driving. CoRR (2020)
Eason Wang, Henggang Cui, Sai Yalamanchi, Mohana Moorthy, Fang-Chieh Chou, Nemanja Djuric
Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization. CoRR (2020)
Nemanja Djuric, Vladan Radosavljevic, Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Nitin Singh, Jeff Schneider
Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving. WACV (2020)
Henggang Cui, Fang-Chieh Chou, Jake Charland, Carlos Vallespi-Gonzalez, Nemanja Djuric
Uncertainty-Aware Vehicle Orientation Estimation for Joint Detection-Prediction Models. CoRR (2020)
Sai Yalamanchi, Tzu-Kuo Huang, Galen Clark Haynes, Nemanja Djuric
Long-term Prediction of Vehicle Behavior using Short-term Uncertainty-aware Trajectories and High-definition Maps. ITSC (2020)
Phong Ha, Shanshan Zhang, Nemanja Djuric, Slobodan Vucetic
Improving Word Embeddings through Iterative Refinement of Word- and Character-level Models. COLING (2020)
Henggang Cui, Hoda Shajari, Sai Yalamanchi, Nemanja Djuric
Ellipse Loss for Scene-Compliant Motion Prediction. CoRR (2020)
Fang-Chieh Chou, Tsung-Han Lin, Henggang Cui, Vladan Radosavljevic, Thi Nguyen, Tzu-Kuo Huang, Matthew Niedoba, Jeff Schneider, Nemanja Djuric
Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets. CoRR (2019)
Henggang Cui, Vladan Radosavljevic, Fang-Chieh Chou, Tsung-Han Lin, Thi Nguyen, Tzu-Kuo Huang, Jeff Schneider, Nemanja Djuric
Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks. ICRA (2019)
Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Jeff Schneider, David Bradley, Nemanja Djuric
Deep Kinematic Models for Physically Realistic Prediction of Vehicle Trajectories. CoRR (2019)
Henggang Cui, Vladan Radosavljevic, Fang-Chieh Chou, Tsung-Han Lin, Thi Nguyen, Tzu-Kuo Huang, Jeff Schneider, Nemanja Djuric
Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks. CoRR (2018)
Nemanja Djuric, Vladan Radosavljevic, Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Jeff Schneider
Motion Prediction of Traffic Actors for Autonomous Driving using Deep Convolutional Networks. CoRR (2018)
Jelena Stojanovic, Djordje Gligorijevic, Vladan Radosavljevic, Nemanja Djuric, Mihajlo Grbovic, Zoran Obradovic
Modeling Healthcare Quality via Compact Representations of Electronic Health Records. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (3) (2017)
Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-Chih Lee, Kun Liu, Vladan Radosavljevic, Suju Rajan
Proceedings of the 2017 AdKDD & TargetAd Workshop. CoRR (2017)
Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello, Nemanja Djuric, Vladan Radosavljevic, Kristina Lerman
Analyzing Uber's Ride-sharing Economy. WWW (Companion Volume) (2017)
Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan
Gender and Interest Targeting for Sponsored Post Advertising at Tumblr. CoRR (2016)
Erik Ordentlich, Lee Yang, Andy Feng, Peter Cnudde, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Gavin Owens
Network-Efficient Distributed Word2vec Training System for Large Vocabularies. CoRR (2016)
Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Jaikit Savla, Varun Bhagwan, Doug Sharp
Travel the World: Analyzing and Predicting Booking Behavior using E-mail Travel Receipts. CoRR (2016)
Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Ricardo Baeza-Yates, Andrew Feng, Erik Ordentlich, Lee Yang, Gavin Owens
Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising. CoRR (2016)
Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic
Non-linear Label Ranking for Large-scale Prediction of Long-Term User Interests. CoRR (2016)
Nemanja Djuric, Hao Wu, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati
Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content. CoRR (2016)
Vladan Radosavljevic, Mihajlo Grbovic, Nemanja Djuric, Narayan Bhamidipati, Daneo Zhang, Jack Wang, Jiankai Dang, Haiying Huang, Ananth Nagarajan, Peiji Chen
Smartphone App Categorization for Interest Targeting in Advertising Marketplace. WWW (Companion Volume) (2016)
Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Jaikit Savla, Varun Bhagwan, Doug Sharp
Travel the World: Analyzing and Predicting Booking Behavior using E-mail Travel Receipts. WWW (Companion Volume) (2016)
Nemanja Djuric, Lakesh Kansakar, Slobodan Vucetic
Semi-supervised combination of experts for aerosol optical depth estimation. Artif. Intell. 230 (2016)
Farshad Kooti, Kristina Lerman, Luca Maria Aiello, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic
Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior. WSDM (2016)
Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic
TargetAd2016: 2nd International Workshop on Ad Targeting at Scale. WSDM (2016)
Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Ricardo Baeza-Yates, Andrew Feng, Erik Ordentlich, Lee Yang, Gavin Owens
Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising. SIGIR (2016)
Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Jaikit Savla, Varun Bhagwan, Doug Sharp
E-commerce in Your Inbox: Product Recommendations at Scale. CoRR (2016)
Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan
Leveraging Blogging Activity on Tumblr to Infer Demographics and Interests of Users for Advertising Purposes. #Microposts (2016)
Erik Ordentlich, Lee Yang, Andy Feng, Peter Cnudde, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Gavin Owens
Network-Efficient Distributed Word2vec Training System for Large Vocabularies. CIKM (2016)
Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Jaikit Savla, Varun Bhagwan, Doug Sharp
E-commerce in Your Inbox: Product Recommendations at Scale. KDD (2015)
Nemanja Djuric, Jing Zhou, Robin Morris, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati
Hate Speech Detection with Comment Embeddings. WWW (Companion Volume) (2015)
Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan
Gender and Interest Targeting for Sponsored Post Advertising at Tumblr. KDD (2015)
Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Narayan Bhamidipati
Search Retargeting using Directed Query Embeddings. WWW (Companion Volume) (2015)
Farshad Kooti, Kristina Lerman, Luca Maria Aiello, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic
Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior. CoRR (2015)
Ricardo Baeza-Yates, Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Fabrizio Silvestri
Large-scale Contextual Query-to-Ad Matching and Retrieval System for Sponsored Search: (Abstract). WWW (Companion Volume) (2015)
Nemanja Djuric, Vladan Radosavljevic, Zoran Obradovic, Slobodan Vucetic
Gaussian Conditional Random Fields for Aggregation of Operational Aerosol Retrievals. IEEE Geosci. Remote. Sens. Lett. 12 (4) (2015)
Nemanja Djuric, Hao Wu, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati
Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content. WWW (2015)
Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Narayan Bhamidipati
Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search. SIGIR (2015)
Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Narayan Bhamidipati, Jordan Hawker, Caleb Johnson
queryCategorizr: A Large-Scale Semi-Supervised System for Categorization of Web Search Queries. WWW (Companion Volume) (2015)
Vladimir Coric, Nemanja Djuric, Slobodan Vucetic
Frugal Traffic Monitoring with Autonomous Participatory Sensing. SDM (2014)
Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic
Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests. AAAI (2014)
Nemanja Djuric, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati
Hidden Conditional Random Fields with Deep User Embeddings for Ad Targeting. ICDM (2014)
Nemanja Djuric, Liang Lan, Slobodan Vucetic, Zhuang Wang
BudgetedSVM: a toolbox for scalable SVM approximations. J. Mach. Learn. Res. 14 (1) (2013)
Nemanja Djuric, Lakesh Kansakar, Slobodan Vucetic
Semi-Supervised Learning for Integration of Aerosol Predictions from Multiple Satellite Instruments. IJCAI (2013)
Mihajlo Grbovic, Nemanja Djuric, Shengbo Guo, Slobodan Vucetic
Supervised clustering of label ranking data using label preference information. Mach. Learn. 93 (2-3) (2013)
Liang Lan, Nemanja Djuric, Yuhong Guo, Slobodan Vucetic
MS-kNN: protein function prediction by integrating multiple data sources. BMC Bioinform. 14 (S-3) (2013)
Nemanja Djuric, Slobodan Vucetic
Efficient Visualization of Large-Scale Data Tables through Reordering and Entropy Minimization. ICDM (2013)
Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic
Distributed confidence-weighted classification on MapReduce. IEEE BigData (2013)
Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic
Multi-Prototype Label Ranking with Novel Pairwise-to-Total-Rank Aggregation. IJCAI (2013)
Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic
Supervised Clustering of Label Ranking Data. SDM (2012)
Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic
Convex Kernelized Sorting. AAAI (2012)
Zhuang Wang, Nemanja Djuric, Koby Crammer, Slobodan Vucetic
Trading representability for scalability: adaptive multi-hyperplane machine for nonlinear classification. KDD (2011)