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Nemanja Djuric
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2020 – today
- 2024
- [c51]Rana Waqar, Zeljana Grbovic, Maryam Khan, Nina Pajevic, Dimitrije Stefanovic, Vladan Filipovic, Marko Panic, Nemanja Djuric:
End-to-End Deep Learning Models for Gap Identification in Maize Fields. CVPR Workshops 2024: 5403-5412 - [c50]Boris Culjak, Nina Pajevic, Vladan Filipovic, Dimitrije Stefanovic, Zeljana Grbovic, Nemanja Djuric, Marko Panic:
Exploration of Data Augmentation Techniques for Bush Detection in Blueberry Orchards. CVPR Workshops 2024: 5674-5683 - [c49]Abraham Bagherjeiran
, Nemanja Djuric
AdKDD 2024. KDD 2024: 6706-6707 - 2023
- [c48]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: 3646-3655 - [c47]Sophia K. Mehdizadeh
EEG and Eye-Tracking Error-Related Responses During Predictive Text Interactions: A BCI Case Study. EMBC 2023: 1-4 - [c46]Cuichun Xu, Peter Kingston, Nemanja Djuric:
Improved Tracking of Articulated Vehicles in Self-Driving Applications Using Phantom Observations. ITSC 2023: 3699-3705 - [c45]Abraham Bagherjeiran
AdKDD 2023. KDD 2023: 5849-5850 - [e1]Abraham Bagherjeiran, Nemanja Djuric, Kuang-chih Lee, Linsey Pang, Vladan Radosavljevic, Suju Rajan:
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. CEUR Workshop Proceedings 3556, CEUR-WS.org 2023 [contents] - 2022
- [c44]Zhaoen Su, Chao Wang, David Bradley, Carlos Vallespi-Gonzalez, Carl Wellington, Nemanja Djuric:
Convolutions for Spatial Interaction Modeling. CVPR 2022: 6573-6582 - [c43]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: 4852-4853 - [c42]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: 3292-3300 - [i24]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 abs/2212.13696 (2022) - 2021
- [c41]Rui Fan, Nemanja Djuric, Fisher Yu, Rowan McAllister, Ioannis Pitas:
Autonomous Vehicle Vision 2021: ICCV Workshop Summary. ICCVW 2021: 3088-3095 - [c40]Henggang Cui, Hoda Shajari, Sai Yalamanchi, Nemanja Djuric:
Ellipse Loss for Scene-Compliant Motion Prediction. ICRA 2021: 8558-8564 - [c39]Zhaoen Su, Chao Wang, Henggang Cui, Nemanja Djuric, Carlos Vallespi-Gonzalez, David Bradley:
Temporally-Continuous Probabilistic Prediction using Polynomial Trajectory Parameterization. IROS 2021: 3837-3843 - [c38]Henggang Cui, Fang-Chieh Chou, Jake Charland, Carlos Vallespi-Gonzalez, Nemanja Djuric:
Uncertainty-Aware Estimation of Vehicle Orientation for Self-Driving Applications. ITSC 2021: 2660-2666 - [c37]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: 435-442 - [c36]Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-chih Lee, Kun Liu, Vladan Radosavljevic, Suju Rajan:
AdKDD 2021. KDD 2021: 4106-4107 - [c35]Sandro Hauri, Nemanja Djuric, Vladan Radosavljevic, Slobodan Vucetic:
Multi-Modal Trajectory Prediction of NBA Players. WACV 2021: 1639-1648 - [i23]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 abs/2101.03279 (2021) - [i22]Zhaoen Su, Chao Wang, David Bradley, Carlos Vallespi-Gonzalez, Carl Wellington, Nemanja Djuric:
Convolutions for Spatial Interaction Modeling. CoRR abs/2104.07182 (2021) - 2020
- [c34]Phong Ha, Shanshan Zhang, Nemanja Djuric, Slobodan Vucetic:
Improving Word Embeddings through Iterative Refinement of Word- and Character-level Models. COLING 2020: 1204-1213 - [c33]Nemanja Djuric, Zhuang Wang, Slobodan Vucetic:
Growing Adaptive Multi-hyperplane Machines. ICML 2020: 2567-2576 - [c32]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: 10563-10569 - [c31]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: 1-6 - [c30]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: 1655-1662 - [c29]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: 2340-2348 - [c28]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: 2084-2093 - [i21]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 abs/2003.06143 (2020) - [i20]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 abs/2004.06247 (2020) - [i19]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 abs/2006.02000 (2020) - [i18]Sandro Hauri, Nemanja Djuric, Vladan Radosavljevic, Slobodan Vucetic:
Multi-Modal Trajectory Prediction of NBA Players. CoRR abs/2008.07870 (2020) - [i17]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 abs/2008.11901 (2020) - [i16]Zhaoen Su, Chao Wang, Henggang Cui, Nemanja Djuric, Carlos Vallespi-Gonzalez, David Bradley:
Temporally-Continuous Probabilistic Prediction using Polynomial Trajectory Parameterization. CoRR abs/2011.00399 (2020) - [i15]Henggang Cui, Fang-Chieh Chou, Jake Charland, Carlos Vallespi-Gonzalez, Nemanja Djuric:
Uncertainty-Aware Vehicle Orientation Estimation for Joint Detection-Prediction Models. CoRR abs/2011.03114 (2020) - [i14]Henggang Cui, Hoda Shajari, Sai Yalamanchi, Nemanja Djuric:
Ellipse Loss for Scene-Compliant Motion Prediction. CoRR abs/2011.03139 (2020)
2010 – 2019
- 2019
- [c27]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: 2090-2096 - [i13]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 abs/1906.08469 (2019) - [i12]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 abs/1908.00219 (2019) - 2018
- [i11]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 abs/1808.05819 (2018) - [i10]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 abs/1809.10732 (2018) - 2017
- [j6]Jelena Stojanovic
Modeling Healthcare Quality via Compact Representations of Electronic Health Records. IEEE ACM Trans. Comput. Biol. Bioinform. 14(3): 545-554 (2017) - [c26]Farshad Kooti, Mihajlo Grbovic, Luca Maria Aiello
Analyzing Uber's Ride-sharing Economy. WWW (Companion Volume) 2017: 574-582 - [i9]Abraham Bagherjeiran, Nemanja Djuric, Mihajlo Grbovic, Kuang-Chih Lee, Kun Liu, Vladan Radosavljevic, Suju Rajan:
Proceedings of the 2017 AdKDD & TargetAd Workshop. CoRR abs/1707.03471 (2017) - 2016
- [j5]Nemanja Djuric, Lakesh Kansakar
Semi-supervised combination of experts for aerosol optical depth estimation. Artif. Intell. 230: 1-13 (2016) - [c25]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: 1139-1148 - [c24]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: 2-11 - [c23]Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri
Scalable Semantic Matching of Queries to Ads in Sponsored Search Advertising. SIGIR 2016: 375-384 - [c22]Farshad Kooti, Kristina Lerman, Luca Maria Aiello
Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior. WSDM 2016: 205-214 - [c21]Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic:
TargetAd2016: 2nd International Workshop on Ad Targeting at Scale. WSDM 2016: 693-694 - [c20]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: 31-32 - [c19]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: 93-94 - [i8]Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Jaikit Savla, Varun Bhagwan, Doug Sharp:
E-commerce in Your Inbox: Product Recommendations at Scale. CoRR abs/1606.07154 (2016) - [i7]Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan:
Gender and Interest Targeting for Sponsored Post Advertising at Tumblr. CoRR abs/1606.07189 (2016) - [i6]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 abs/1606.08495 (2016) - [i5]Nemanja Djuric, Hao Wu, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati:
Hierarchical Neural Language Models for Joint Representation of Streaming Documents and their Content. CoRR abs/1606.08689 (2016) - [i4]Nemanja Djuric, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati, Slobodan Vucetic:
Non-linear Label Ranking for Large-scale Prediction of Long-Term User Interests. CoRR abs/1606.08963 (2016) - [i3]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 abs/1607.01869 (2016) - [i2]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 abs/1609.05063 (2016) - 2015
- [j4]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): 761-765 (2015) - [c18]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: 1809-1818 - [c17]Mihajlo Grbovic, Vladan Radosavljevic, Nemanja Djuric, Narayan Bhamidipati, Ananth Nagarajan:
Gender and Interest Targeting for Sponsored Post Advertising at Tumblr. KDD 2015: 1819-1828 - [c16]Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Fabrizio Silvestri, Narayan Bhamidipati:
Context- and Content-aware Embeddings for Query Rewriting in Sponsored Search. SIGIR 2015: 383-392 - [c15]Nemanja Djuric, Jing Zhou, Robin Morris, Mihajlo Grbovic, Vladan Radosavljevic, Narayan Bhamidipati:
Hate Speech Detection with Comment Embeddings. WWW (Companion Volume) 2015: 29-30 - [c14]Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic, Narayan Bhamidipati:
Search Retargeting using Directed Query Embeddings. WWW (Companion Volume) 2015: 37-38 - [c13]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: 199-202 - [c12]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: 248-255 - [c11]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: 1253 - [i1]Farshad Kooti, Kristina Lerman, Luca Maria Aiello, Mihajlo Grbovic, Nemanja Djuric, Vladan Radosavljevic:
Portrait of an Online Shopper: Understanding and Predicting Consumer Behavior. CoRR abs/1512.04912 (2015) - 2014
- [c10]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: 1788-1794 - [c9]Nemanja Djuric, Vladan Radosavljevic, Mihajlo Grbovic, Narayan Bhamidipati:
Hidden Conditional Random Fields with Deep User Embeddings for Ad Targeting. ICDM 2014: 779-784 - [c8]Vladimir Coric, Nemanja Djuric, Slobodan Vucetic:
Frugal Traffic Monitoring with Autonomous Participatory Sensing. SDM 2014: 1019-1027 - 2013
- [j3]Liang Lan
MS-kNN: protein function prediction by integrating multiple data sources. BMC Bioinform. 14(S-3): S8 (2013) - [j2]Nemanja Djuric, Liang Lan, Slobodan Vucetic, Zhuang Wang:
BudgetedSVM: a toolbox for scalable SVM approximations. J. Mach. Learn. Res. 14(1): 3813-3817 (2013) - [j1]Mihajlo Grbovic, Nemanja Djuric, Shengbo Guo, Slobodan Vucetic:
Supervised clustering of label ranking data using label preference information. Mach. Learn. 93(2-3): 191-225 (2013) - [c7]Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic:
Distributed confidence-weighted classification on MapReduce. IEEE BigData 2013: 458-466 - [c6]Nemanja Djuric, Slobodan Vucetic:
Efficient Visualization of Large-Scale Data Tables through Reordering and Entropy Minimization. ICDM 2013: 121-130 - [c5]Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic:
Multi-Prototype Label Ranking with Novel Pairwise-to-Total-Rank Aggregation. IJCAI 2013: 1358-1364 - [c4]Nemanja Djuric, Lakesh Kansakar, Slobodan Vucetic:
Semi-Supervised Learning for Integration of Aerosol Predictions from Multiple Satellite Instruments. IJCAI 2013: 2797-2803 - 2012
- [c3]Nemanja Djuric, Mihajlo Grbovic, Slobodan Vucetic:
Convex Kernelized Sorting. AAAI 2012: 893-899 - [c2]Mihajlo Grbovic, Nemanja Djuric, Slobodan Vucetic:
Supervised Clustering of Label Ranking Data. SDM 2012: 94-105 - 2011
- [c1]Zhuang Wang, Nemanja Djuric, Koby Crammer, Slobodan Vucetic:
Trading representability for scalability: adaptive multi-hyperplane machine for nonlinear classification. KDD 2011: 24-32
Coauthor Index
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last updated on 2024-10-11 17:28 CEST by the dblp team
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