Nemanja Djuric

86 papers A* 22A 9B 1C 3Journal 30Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	AdKDD 2025. KDD (2) Abraham Bagherjeiran, Nemanja Djuric, Kuang-Chih Lee, Linsey Pang, Vladan Radosavljevic, Suju Rajan
2025	—	`conf`	Automated Feature Engineering for Single-Trial EEG and Eye-Tracking Classification in Predictive Text Interfaces. BCI Ard Kastrati, R. Michael Winters, Nemanja Djuric, Ivan J. Tashev, Yu-Te Wang
2025	C	`conf`	Evaluation of Training Strategies for Ambrosia Pollen Detection on Outdoor Images. ISPA Ivana Milicic, Nina Pajevic, Dimitrije Stefanovic, Marko Panic, Branko Sikoparija, Roland Sarda Estève, Benjamin Guinot, Nemanja Djuric
2024	A*	`conf`	AdKDD 2024. KDD Abraham Bagherjeiran, Nemanja Djuric, Kuang-Chih Lee, Linsey Pang, Vladan Radosavljevic, Suju Rajan
2024	—	`conf`	End-to-End Deep Learning Models for Gap Identification in Maize Fields. CVPR Workshops Rana Waqar, Zeljana Grbovic, Maryam Khan, Nina Pajevic, Dimitrije Stefanovic, Vladan Filipovic, Marko Panic, Nemanja Djuric
2024	—	`conf`	Exploration of Data Augmentation Techniques for Bush Detection in Blueberry Orchards. CVPR Workshops Boris Culjak, Nina Pajevic, Vladan Filipovic, Dimitrije Stefanovic, Zeljana Grbovic, Nemanja Djuric, Marko Panic
2024	—	`ed.`	Proceedings of the Workshop on Data Mining for Online Advertising (AdKDD 2024) co-located with the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024), Barcelona, Spain, August 25, 2024. AdKDD@KDD Abraham Bagherjeiran, Nemanja Djuric, Kuang-Chih Lee, Linsey Pang, Vladan Radosavljevic, Suju Rajan
2023	A*	`conf`	AdKDD 2023. KDD Abraham Bagherjeiran, Nemanja Djuric, Kuang-Chih Lee, Linsey Pang, Vladan Radosavljevic, Suju Rajan
2023	—	`conf`	Bush Detection for Vision-based UGV Guidance in Blueberry Orchards: Data Set and Methods. CVPR Workshops Vladan Filipovic, Dimitrije Stefanovic, Nina Pajevic, Zeljana Grbovic, Nemanja Djuric, Marko Panic
2023	—	`conf`	EEG and Eye-Tracking Error-Related Responses During Predictive Text Interactions: A BCI Case Study. EMBC Sophia K. Mehdizadeh, Edward Cutrell, R. Michael Winters, Nemanja Djuric, Yang Cheng, Ivan J. Tashev, Yu-Te Wang
2023	—	`conf`	Improved Tracking of Articulated Vehicles in Self-Driving Applications Using Phantom Observations. ITSC Cuichun Xu, Peter Kingston, Nemanja Djuric
2023	—	`ed.`	Proceedings of the Workshop on Data Mining for Online Advertising (AdKDD 2023) co-located with the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2023), Long Beach, CA, USA, August 7, 2023. AdKDD@KDD Abraham Bagherjeiran, Nemanja Djuric, Kuang-Chih Lee, Linsey Pang, Vladan Radosavljevic, Suju Rajan
2022	A*	`conf`	AdKDD 2022. KDD Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-Chih Lee, Kun Liu, Wei Liu, Linsey Pang, Vladan Radosavljevic, Suju Rajan, Kexin Xie
2022	A*	`conf`	Convolutions for Spatial Interaction Modeling. CVPR Zhaoen Su, Chao Wang, David Bradley, Carlos Vallespi-Gonzalez, Carl Wellington, Nemanja Djuric
2022	J	`jnl`	Detection of Active Emergency Vehicles using Per-Frame CNNs and Output Smoothing. CoRR Meng Fan, Craig C. Bidstrup, Zhaoen Su, Jason Owens, Gary Yang, Nemanja Djuric
2022	A	`conf`	Multi-View Fusion of Sensor Data for Improved Perception and Prediction in Autonomous Driving. WACV Sudeep Fadadu, Shreyash Pandey, Darshan Hegde, Yi Shi, Fang-Chieh Chou, Nemanja Djuric, Carlos Vallespi-Gonzalez
2021	A*	`conf`	AdKDD 2021. KDD Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-Chih Lee, Kun Liu, Vladan Radosavljevic, Suju Rajan
2021	—	`conf`	Autonomous Vehicle Vision 2021: ICCV Workshop Summary. ICCVW Rui Fan, Nemanja Djuric, Fisher Yu, Rowan McAllister, Ioannis Pitas
2021	J	`jnl`	Convolutions for Spatial Interaction Modeling. CoRR Zhaoen Su, Chao Wang, David Bradley, Carlos Vallespi-Gonzalez, Carl Wellington, Nemanja Djuric
2021	A*	`conf`	Ellipse Loss for Scene-Compliant Motion Prediction. ICRA Henggang Cui, Hoda Shajari, Sai Yalamanchi, Nemanja Djuric
2021	J	`jnl`	Investigating the Effect of Sensor Modalities in Multi-Sensor Detection-Prediction Models. CoRR Abhishek Mohta, Fang-Chieh Chou, Brian C. Becker, Carlos Vallespi-Gonzalez, Nemanja Djuric
2021	A	`conf`	Multi-Modal Trajectory Prediction of NBA Players. WACV Sandro Hauri, Nemanja Djuric, Vladan Radosavljevic, Slobodan Vucetic
2021	C	`conf`	MultiXNet: Multiclass Multistage Multimodal Motion Prediction. IV 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
2021	A	`conf`	Temporally-Continuous Probabilistic Prediction using Polynomial Trajectory Parameterization. IROS Zhaoen Su, Chao Wang, Henggang Cui, Nemanja Djuric, Carlos Vallespi-Gonzalez, David Bradley
2021	—	`conf`	Uncertainty-Aware Estimation of Vehicle Orientation for Self-Driving Applications. ITSC Henggang Cui, Fang-Chieh Chou, Jake Charland, Carlos Vallespi-Gonzalez, Nemanja Djuric
2020	A*	`conf`	Deep Kinematic Models for Kinematically Feasible Vehicle Trajectory Predictions. ICRA Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Jeff Schneider, David Bradley, Nemanja Djuric
2020	J	`jnl`	Ellipse Loss for Scene-Compliant Motion Prediction. CoRR Henggang Cui, Hoda Shajari, Sai Yalamanchi, Nemanja Djuric
2020	A*	`conf`	Growing Adaptive Multi-hyperplane Machines. ICML Nemanja Djuric, Zhuang Wang, Slobodan Vucetic
2020	A*	`conf`	Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization. KDD Eason Wang, Henggang Cui, Sai Yalamanchi, Mohana Moorthy, Nemanja Djuric
2020	J	`jnl`	Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization. CoRR Eason Wang, Henggang Cui, Sai Yalamanchi, Mohana Moorthy, Fang-Chieh Chou, Nemanja Djuric
2020	B	`conf`	Improving Word Embeddings through Iterative Refinement of Word- and Character-level Models. COLING Phong Ha, Shanshan Zhang, Nemanja Djuric, Slobodan Vucetic
2020	—	`conf`	Long-term Prediction of Vehicle Behavior using Short-term Uncertainty-aware Trajectories and High-definition Maps. ITSC Sai Yalamanchi, Tzu-Kuo Huang, Galen Clark Haynes, Nemanja Djuric
2020	J	`jnl`	Long-term Prediction of Vehicle Behavior using Short-term Uncertainty-aware Trajectories and High-definition Maps. CoRR Sai Yalamanchi, Tzu-Kuo Huang, Galen Clark Haynes, Nemanja Djuric
2020	J	`jnl`	Multi-Modal Trajectory Prediction of NBA Players. CoRR Sandro Hauri, Nemanja Djuric, Vladan Radosavljevic, Slobodan Vucetic
2020	J	`jnl`	Multi-View Fusion of Sensor Data for Improved Perception and Prediction in Autonomous Driving. CoRR Sudeep Fadadu, Shreyash Pandey, Darshan Hegde, Yi Shi, Fang-Chieh Chou, Nemanja Djuric, Carlos Vallespi-Gonzalez
2020	J	`jnl`	MultiXNet: Multiclass Multistage Multimodal Motion Prediction. CoRR 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
2020	C	`conf`	Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets. IV Fang-Chieh Chou, Tsung-Han Lin, Henggang Cui, Vladan Radosavljevic, Thi Nguyen, Tzu-Kuo Huang, Matthew Niedoba, Jeff Schneider, Nemanja Djuric
2020	J	`jnl`	Temporally-Continuous Probabilistic Prediction using Polynomial Trajectory Parameterization. CoRR Zhaoen Su, Chao Wang, Henggang Cui, Nemanja Djuric, Carlos Vallespi-Gonzalez, David Bradley
2020	J	`jnl`	Uncertainty-Aware Vehicle Orientation Estimation for Joint Detection-Prediction Models. CoRR Henggang Cui, Fang-Chieh Chou, Jake Charland, Carlos Vallespi-Gonzalez, Nemanja Djuric
2020	A	`conf`	Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving. WACV Nemanja Djuric, Vladan Radosavljevic, Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Nitin Singh, Jeff Schneider
2019	J	`jnl`	Deep Kinematic Models for Physically Realistic Prediction of Vehicle Trajectories. CoRR Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Jeff Schneider, David Bradley, Nemanja Djuric
2019	A*	`conf`	Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks. ICRA Henggang Cui, Vladan Radosavljevic, Fang-Chieh Chou, Tsung-Han Lin, Thi Nguyen, Tzu-Kuo Huang, Jeff Schneider, Nemanja Djuric
2019	J	`jnl`	Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets. CoRR Fang-Chieh Chou, Tsung-Han Lin, Henggang Cui, Vladan Radosavljevic, Thi Nguyen, Tzu-Kuo Huang, Matthew Niedoba, Jeff Schneider, Nemanja Djuric
2018	J	`jnl`	Motion Prediction of Traffic Actors for Autonomous Driving using Deep Convolutional Networks. CoRR Nemanja Djuric, Vladan Radosavljevic, Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Jeff Schneider
2018	J	`jnl`	Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks. CoRR Henggang Cui, Vladan Radosavljevic, Fang-Chieh Chou, Tsung-Han Lin, Thi Nguyen, Tzu-Kuo Huang, Jeff Schneider, Nemanja Djuric
2017	—	`conf`	Analyzing Uber's Ride-sharing Economy. WWW (Companion Volume) Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello, Nemanja Djuric, Vladan Radosavljevic, Kristina Lerman
2017	J	`jnl`	Modeling Healthcare Quality via Compact Representations of Electronic Health Records. IEEE ACM Trans. Comput. Biol. Bioinform. Jelena Stojanovic, Djordje Gligorijevic, Vladan Radosavljevic, Nemanja Djuric, Mihajlo Grbovic, Zoran Obradovic
2017	J	`jnl`	Proceedings of the 2017 AdKDD & TargetAd Workshop. CoRR Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-Chih Lee, Kun Liu, Vladan Radosavljevic, Suju Rajan
2016	J	`jnl`	E-commerce in Your Inbox: Product Recommendations at Scale. CoRR Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Jaikit Savla, Varun Bhagwan, Doug Sharp
2016	J	`jnl`	Gender and Interest Targeting for Sponsored Post Advertising at Tumblr. CoRR Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan
2016	J	`jnl`	Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content. CoRR Nemanja Djuric, Hao Wu, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati
2016	—	`conf`	Leveraging Blogging Activity on Tumblr to Infer Demographics and Interests of Users for Advertising Purposes. #Microposts Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan
2016	A	`conf`	Network-Efficient Distributed Word2vec Training System for Large Vocabularies. CIKM Erik Ordentlich, Lee Yang, Andy Feng, Peter Cnudde, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Gavin Owens
2016	J	`jnl`	Network-Efficient Distributed Word2vec Training System for Large Vocabularies. CoRR Erik Ordentlich, Lee Yang, Andy Feng, Peter Cnudde, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Gavin Owens
2016	J	`jnl`	Non-linear Label Ranking for Large-scale Prediction of Long-Term User Interests. CoRR Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic
2016	A	`conf`	Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior. WSDM Farshad Kooti, Kristina Lerman, Luca Maria Aiello, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic
2016	A*	`conf`	Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising. SIGIR Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Ricardo Baeza-Yates, Andrew Feng, Erik Ordentlich, Lee Yang, Gavin Owens
2016	J	`jnl`	Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising. CoRR Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Ricardo Baeza-Yates, Andrew Feng, Erik Ordentlich, Lee Yang, Gavin Owens
2016	J	`jnl`	Semi-supervised combination of experts for aerosol optical depth estimation. Artif. Intell. Nemanja Djuric, Lakesh Kansakar, Slobodan Vucetic
2016	—	`conf`	Smartphone App Categorization for Interest Targeting in Advertising Marketplace. WWW (Companion Volume) Vladan Radosavljevic, Mihajlo Grbovic, Nemanja Djuric, Narayan Bhamidipati, Daneo Zhang, Jack Wang, Jiankai Dang, Haiying Huang, Ananth Nagarajan, Peiji Chen
2016	A	`conf`	TargetAd2016: 2nd International Workshop on Ad Targeting at Scale. WSDM Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic
2016	—	`conf`	Travel the World: Analyzing and Predicting Booking Behavior using E-mail Travel Receipts. WWW (Companion Volume) Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Jaikit Savla, Varun Bhagwan, Doug Sharp
2016	J	`jnl`	Travel the World: Analyzing and Predicting Booking Behavior using E-mail Travel Receipts. CoRR Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Jaikit Savla, Varun Bhagwan, Doug Sharp
2015	A*	`conf`	Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search. SIGIR Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Narayan Bhamidipati
2015	A*	`conf`	E-commerce in Your Inbox: Product Recommendations at Scale. KDD Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Jaikit Savla, Varun Bhagwan, Doug Sharp
2015	J	`jnl`	Gaussian Conditional Random Fields for Aggregation of Operational Aerosol Retrievals. IEEE Geosci. Remote. Sens. Lett. Nemanja Djuric, Vladan Radosavljevic, Zoran Obradovic, Slobodan Vucetic
2015	A*	`conf`	Gender and Interest Targeting for Sponsored Post Advertising at Tumblr. KDD Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan
2015	—	`conf`	Hate Speech Detection with Comment Embeddings. WWW (Companion Volume) Nemanja Djuric, Jing Zhou, Robin Morris, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati
2015	A*	`conf`	Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content. WWW Nemanja Djuric, Hao Wu, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati
2015	—	`conf`	Large-scale Contextual Query-to-Ad Matching and Retrieval System for Sponsored Search: (Abstract). WWW (Companion Volume) Ricardo Baeza-Yates, Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Fabrizio Silvestri
2015	J	`jnl`	Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior. CoRR Farshad Kooti, Kristina Lerman, Luca Maria Aiello, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic
2015	—	`conf`	Search Retargeting using Directed Query Embeddings. WWW (Companion Volume) Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Narayan Bhamidipati
2015	—	`conf`	queryCategorizr: A Large-Scale Semi-Supervised System for Categorization of Web Search Queries. WWW (Companion Volume) Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Narayan Bhamidipati, Jordan Hawker, Caleb Johnson
2014	A	`conf`	Frugal Traffic Monitoring with Autonomous Participatory Sensing. SDM Vladimir Coric, Nemanja Djuric, Slobodan Vucetic
2014	A*	`conf`	Hidden Conditional Random Fields with Deep User Embeddings for Ad Targeting. ICDM Nemanja Djuric, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati
2014	A*	`conf`	Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests. AAAI Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic
2013	J	`jnl`	BudgetedSVM: a toolbox for scalable SVM approximations. J. Mach. Learn. Res. Nemanja Djuric, Liang Lan, Slobodan Vucetic, Zhuang Wang
2013	—	`conf`	Distributed confidence-weighted classification on MapReduce. IEEE BigData Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic
2013	A*	`conf`	Efficient Visualization of Large-Scale Data Tables through Reordering and Entropy Minimization. ICDM Nemanja Djuric, Slobodan Vucetic
2013	J	`jnl`	MS-kNN: protein function prediction by integrating multiple data sources. BMC Bioinform. Liang Lan, Nemanja Djuric, Yuhong Guo, Slobodan Vucetic
2013	A*	`conf`	Multi-Prototype Label Ranking with Novel Pairwise-to-Total-Rank Aggregation. IJCAI Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic
2013	A*	`conf`	Semi-Supervised Learning for Integration of Aerosol Predictions from Multiple Satellite Instruments. IJCAI Nemanja Djuric, Lakesh Kansakar, Slobodan Vucetic
2013	J	`jnl`	Supervised clustering of label ranking data using label preference information. Mach. Learn. Mihajlo Grbovic, Nemanja Djuric, Shengbo Guo, Slobodan Vucetic
2012	A*	`conf`	Convex Kernelized Sorting. AAAI Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic
2012	A	`conf`	Supervised Clustering of Label Ranking Data. SDM Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic
2011	A*	`conf`	Trading representability for scalability: adaptive multi-hyperplane machine for nonlinear classification. KDD Zhuang Wang, Nemanja Djuric, Koby Crammer, Slobodan Vucetic