Nemanja Djuric

According to our database, Nemanja Djuric authored at least 64 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

AdKDD 2024.

Abraham Bagherjeiran, Nemanja Djuric, Kuang-Chih Lee, Linsey Pang, Vladan Radosavljevic, Suju Rajan

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

End-to-End Deep Learning Models for Gap Identification in Maize Fields.

Rana Waqar, Zeljana Grbovic, Maryam Khan, Nina Pajevic, Dimitrije Stefanovic, Vladan Filipovic, Marko Panic, Nemanja Djuric

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Exploration of Data Augmentation Techniques for Bush Detection in Blueberry Orchards.

Boris Culjak, Nina Pajevic, Vladan Filipovic, Dimitrije Stefanovic, Zeljana Grbovic, Nemanja Djuric, Marko Panic

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

AdKDD 2023.

Abraham Bagherjeiran, Nemanja Djuric, Kuang-Chih Lee, Linsey Pang, Vladan Radosavljevic, Suju Rajan

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Improved Tracking of Articulated Vehicles in Self-Driving Applications Using Phantom Observations.

Cuichun Xu, Peter Kingston, Nemanja Djuric

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

EEG and Eye-Tracking Error-Related Responses During Predictive Text Interactions: A BCI Case Study.

Sophia K. Mehdizadeh, Edward Cutrell, R. Michael Winters, Nemanja Djuric, Yang Cheng, Ivan J. Tashev, Yu-Te Wang

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Bush Detection for Vision-based UGV Guidance in Blueberry Orchards: Data Set and Methods.

Vladan Filipovic, Dimitrije Stefanovic, Nina Pajevic, Zeljana Grbovic, Nemanja Djuric, Marko Panic

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Detection of Active Emergency Vehicles using Per-Frame CNNs and Output Smoothing.

Meng Fan, Craig C. Bidstrup, Zhaoen Su, Jason Owens, Gary Yang, Nemanja Djuric

CoRR, 2022

Multi-View Fusion of Sensor Data for Improved Perception and Prediction in Autonomous Driving.

Sudeep Fadadu, Shreyash Pandey, Darshan Hegde, Yi Shi, Fang-Chieh Chou, Nemanja Djuric, Carlos Vallespi-Gonzalez

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

AdKDD 2022.

Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-Chih Lee, Kun Liu, Wei Liu, Linsey Pang, Vladan Radosavljevic, Suju Rajan, Kexin Xie

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Convolutions for Spatial Interaction Modeling.

Zhaoen Su, Chao Wang, David Bradley, Carlos Vallespi-Gonzalez, Carl Wellington, Nemanja Djuric

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Investigating the Effect of Sensor Modalities in Multi-Sensor Detection-Prediction Models.

Abhishek Mohta, Fang-Chieh Chou, Brian C. Becker, Carlos Vallespi-Gonzalez, Nemanja Djuric

CoRR, 2021

Multi-Modal Trajectory Prediction of NBA Players.

Sandro Hauri, Nemanja Djuric, Vladan Radosavljevic, Slobodan Vucetic

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

AdKDD 2021.

Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-chih Lee, Kun Liu, Vladan Radosavljevic, Suju Rajan

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

MultiXNet: Multiclass Multistage Multimodal Motion Prediction.

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

Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

Uncertainty-Aware Estimation of Vehicle Orientation for Self-Driving Applications.

Henggang Cui, Fang-Chieh Chou, Jake Charland, Carlos Vallespi-Gonzalez, Nemanja Djuric

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Temporally-Continuous Probabilistic Prediction using Polynomial Trajectory Parameterization.

Zhaoen Su, Chao Wang, Henggang Cui, Nemanja Djuric, Carlos Vallespi-Gonzalez, David Bradley

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Ellipse Loss for Scene-Compliant Motion Prediction.

Henggang Cui, Hoda Shajari, Sai Yalamanchi, Nemanja Djuric

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Autonomous Vehicle Vision 2021: ICCV Workshop Summary.

Rui Fan, Nemanja Djuric, Fisher Yu, Rowan McAllister, Ioannis Pitas

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Uncertainty-Aware Vehicle Orientation Estimation for Joint Detection-Prediction Models.

Henggang Cui, Fang-Chieh Chou, Jake Charland, Carlos Vallespi-Gonzalez, Nemanja Djuric

CoRR, 2020

Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization.

Eason Wang, Henggang Cui, Sai Yalamanchi, Mohana Moorthy, Fang-Chieh Chou, Nemanja Djuric

CoRR, 2020

Uncertainty-aware Short-term Motion Prediction of Traffic Actors for Autonomous Driving.

Nemanja Djuric, Vladan Radosavljevic, Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Nitin Singh, Jeff Schneider

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization.

Eason Wang, Henggang Cui, Sai Yalamanchi, Mohana Moorthy, Nemanja Djuric

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets.

Fang-Chieh Chou, Tsung-Han Lin, Henggang Cui, Vladan Radosavljevic, Thi Nguyen, Tzu-Kuo Huang, Matthew Niedoba, Jeff Schneider, Nemanja Djuric

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Long-term Prediction of Vehicle Behavior using Short-term Uncertainty-aware Trajectories and High-definition Maps.

Sai Yalamanchi, Tzu-Kuo Huang, Galen Clark Haynes, Nemanja Djuric

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Deep Kinematic Models for Kinematically Feasible Vehicle Trajectory Predictions.

Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Jeff Schneider, David Bradley, Nemanja Djuric

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Growing Adaptive Multi-hyperplane Machines.

Nemanja Djuric, Zhuang Wang, Slobodan Vucetic

Proceedings of the 37th International Conference on Machine Learning, 2020

Improving Word Embeddings through Iterative Refinement of Word- and Character-level Models.

Phong Ha, Shanshan Zhang, Nemanja Djuric, Slobodan Vucetic

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Deep Kinematic Models for Physically Realistic Prediction of Vehicle Trajectories.

Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Jeff Schneider, David Bradley, Nemanja Djuric

CoRR, 2019

Multimodal Trajectory Predictions for Autonomous Driving using Deep Convolutional Networks.

Henggang Cui, Vladan Radosavljevic, Fang-Chieh Chou, Tsung-Han Lin, Thi Nguyen, Tzu-Kuo Huang, Jeff Schneider, Nemanja Djuric

Proceedings of the International Conference on Robotics and Automation, 2019

2018

Motion Prediction of Traffic Actors for Autonomous Driving using Deep Convolutional Networks.

Nemanja Djuric, Vladan Radosavljevic, Henggang Cui, Thi Nguyen, Fang-Chieh Chou, Tsung-Han Lin, Jeff Schneider

CoRR, 2018

2017

Modeling Healthcare Quality via Compact Representations of Electronic Health Records.

Jelena Stojanovic, Djordje Gligorijevic, Vladan Radosavljevic, Nemanja Djuric, Mihajlo Grbovic, Zoran Obradovic

IEEE ACM Trans. Comput. Biol. Bioinform., 2017

Proceedings of the 2017 AdKDD & TargetAd Workshop.

Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-Chih Lee, Kun Liu, Vladan Radosavljevic, Suju Rajan

CoRR, 2017

Analyzing Uber's Ride-sharing Economy.

Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello, Nemanja Djuric, Vladan Radosavljevic, Kristina Lerman

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

2016

Semi-supervised combination of experts for aerosol optical depth estimation.

Nemanja Djuric, Lakesh Kansakar, Slobodan Vucetic

Artif. Intell., 2016

Smartphone App Categorization for Interest Targeting in Advertising Marketplace.

Vladan Radosavljevic, Mihajlo Grbovic, Nemanja Djuric, Narayan Bhamidipati, Daneo Zhang, Jack Wang, Jiankai Dang, Haiying Huang, Ananth Nagarajan, Peiji Chen

Proceedings of the 25th International Conference on World Wide Web, 2016

Travel the World: Analyzing and Predicting Booking Behavior using E-mail Travel Receipts.

Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Jaikit Savla, Varun Bhagwan, Doug Sharp

Proceedings of the 25th International Conference on World Wide Web, 2016

Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior.

Farshad Kooti, Kristina Lerman, Luca Maria Aiello, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

TargetAd2016: 2nd International Workshop on Ad Targeting at Scale.

Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising.

Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Ricardo Baeza-Yates, Andrew Feng, Erik Ordentlich, Lee Yang, Gavin Owens

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Leveraging Blogging Activity on Tumblr to Infer Demographics and Interests of Users for Advertising Purposes.

Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan

Proceedings of the 6th Workshop on 'Making Sense of Microposts' co-located with the 25th International World Wide Web Conference (WWW 2016), 2016

Network-Efficient Distributed Word2vec Training System for Large Vocabularies.

Erik Ordentlich, Lee Yang, Andy Feng, Peter Cnudde, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Gavin Owens

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Gaussian Conditional Random Fields for Aggregation of Operational Aerosol Retrievals.

Nemanja Djuric, Vladan Radosavljevic, Zoran Obradovic, Slobodan Vucetic

IEEE Geosci. Remote. Sens. Lett., 2015

queryCategorizr: A Large-Scale Semi-Supervised System for Categorization of Web Search Queries.

Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Narayan Bhamidipati, Jordan Hawker, Caleb Johnson

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Search Retargeting using Directed Query Embeddings.

Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Narayan Bhamidipati

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Hate Speech Detection with Comment Embeddings.

Nemanja Djuric, Jing Zhou, Robin Morris, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content.

Nemanja Djuric, Hao Wu, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati

Proceedings of the 24th International Conference on World Wide Web, 2015

Large-scale Contextual Query-to-Ad Matching and Retrieval System for Sponsored Search: (Abstract).

Ricardo Baeza-Yates, Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Fabrizio Silvestri

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search.

Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Narayan Bhamidipati

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

E-commerce in Your Inbox: Product Recommendations at Scale.

Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Jaikit Savla, Varun Bhagwan, Doug Sharp

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Gender and Interest Targeting for Sponsored Post Advertising at Tumblr.

Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014

Frugal Traffic Monitoring with Autonomous Participatory Sensing.

Vladimir Coric, Nemanja Djuric, Slobodan Vucetic

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Hidden Conditional Random Fields with Deep User Embeddings for Ad Targeting.

Nemanja Djuric, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Non-Linear Label Ranking for Large-Scale Prediction of Long-Term User Interests.

Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Supervised clustering of label ranking data using label preference information.

Mihajlo Grbovic, Nemanja Djuric, Shengbo Guo, Slobodan Vucetic

Mach. Learn., 2013

BudgetedSVM: a toolbox for scalable SVM approximations.

Nemanja Djuric, Liang Lan, Slobodan Vucetic, Zhuang Wang

J. Mach. Learn. Res., 2013

MS-kNN: protein function prediction by integrating multiple data sources.

Liang Lan, Nemanja Djuric, Yuhong Guo, Slobodan Vucetic

BMC Bioinform., 2013

Multi-Prototype Label Ranking with Novel Pairwise-to-Total-Rank Aggregation.

Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic

Proceedings of the IJCAI 2013, 2013

Semi-Supervised Learning for Integration of Aerosol Predictions from Multiple Satellite Instruments.

Nemanja Djuric, Lakesh Kansakar, Slobodan Vucetic

Proceedings of the IJCAI 2013, 2013

Efficient Visualization of Large-Scale Data Tables through Reordering and Entropy Minimization.

Nemanja Djuric, Slobodan Vucetic

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Distributed confidence-weighted classification on MapReduce.

Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

Supervised Clustering of Label Ranking Data.

Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Convex Kernelized Sorting.

Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Trading representability for scalability: adaptive multi-hyperplane machine for nonlinear classification.

Zhuang Wang, Nemanja Djuric, Koby Crammer, Slobodan Vucetic

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011