Jennifer A. Hobbs

According to our database, Jennifer A. Hobbs authored at least 15 papers between 2016 and 2023.

Collaborative distances:

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

2023

Extended Agriculture-Vision: An Extension of a Large Aerial Image Dataset for Agricultural Pattern Analysis.

Jing Wu, David Pichler, Daniel Marley, Naira Hovakimyan, David Wilson, Jennifer A. Hobbs

Trans. Mach. Learn. Res., 2023

Hallucination Improves the Performance of Unsupervised Visual Representation Learning.

Jing Wu, Jennifer A. Hobbs, Naira Hovakimyan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

GenCo: An Auxiliary Generator from Contrastive Learning for Enhanced Few-Shot Learning in Remote Sensing.

Jing Wu, Naira Hovakimyan, Jennifer A. Hobbs

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Deep density estimation based on multi-spectral remote sensing data for in-field crop yield forecasting.

Liana Baghdasaryan, Razmik Melikbekyan, Arthur Dolmajain, Jennifer A. Hobbs

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

2021

Broad Dataset and Methods for Counting and Localization of On-Ear Corn Kernels.

Jennifer A. Hobbs, Vachik Khachatryan, Barathwaj S. Anandan, Harutyun Hovhannisyan, David Wilson

Frontiers Robotics AI, 2021

Residue Density Segmentation for Monitoring and Optimizing Tillage Practices.

Jennifer A. Hobbs, Ivan Dozier, Naira Hovakimyan

CoRR, 2021

Superpixels and Graph Convolutional Neural Networks for Efficient Detection of Nutrient Deficiency Stress From Aerial Imagery.

Saba Dadsetan, David Pichler, David Wilson, Naira Hovakimyan, Jennifer A. Hobbs

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery.

Saba Dadsetan, Gisele Rose, Naira Hovakimyan, Jennifer A. Hobbs

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

End-to-End Camera Calibration for Broadcast Videos.

Long Sha, Jennifer A. Hobbs, Panna Felsen, Xinyu Wei, Patrick Lucey, Sujoy Ganguly

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

The 1st Agriculture-Vision Challenge: Methods and Results.

Mang Tik Chiu, Xingqian Xu, Kai Wang, Jennifer A. Hobbs, Naira Hovakimyan, Thomas S. Huang, Honghui Shi, Yunchao Wei, Zilong Huang, Alexander G. Schwing, Robert Brunner, Ivan Dozier, Wyatt Dozier, Karen Ghandilyan, David Wilson, Hyunseong Park, Jun Hee Kim, Sungho Kim, Qinghui Liu, Michael C. Kampffmeyer, Robert Jenssen, Arnt-Børre Salberg, Alexandre Barbosa, Rodrigo G. Trevisan, Bingchen Zhao, Shaozuo Yu, Siwei Yang, Yin Wang, Hao Sheng, Xiao Chen, Jingyi Su, Ram Rajagopal, Andrew Y. Ng, Van Thong Huynh, Soo-Hyung Kim, In Seop Na, Ujjwal Baid, Shubham Innani, Prasad Dutande, Bhakti Baheti, Sanjay N. Talbar, Jianyu Tang

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Improved Structural Discovery and Representation Learning of Multi-Agent Data.

Jennifer A. Hobbs, Matthew Holbrook, Nathan Frank, Long Sha, Patrick Lucey

CoRR, 2019

Rugby-Bot: Utilizing Multi-Task Learning & Fine-Grained Features for Rugby League Analysis.

Matthew Holbrook, Jennifer A. Hobbs, Patrick Lucey

CoRR, 2019

2018

Interactive Sports Analytics: An Intelligent Interface for Utilizing Trajectories for Interactive Sports Play Retrieval and Analytics.

Long Sha, Patrick Lucey, Yisong Yue, Xinyu Wei, Jennifer A. Hobbs, Charlie Rohlf, Sridha Sridharan

ACM Trans. Comput. Hum. Interact., 2018

2016

Evidence for Functional Groupings of Vibrissae across the Rodent Mystacial Pad.

Jennifer A. Hobbs, Regan Blythe Towal, Mitra J. Z. Hartmann

PLoS Comput. Biol., 2016

Generating Long-term Trajectories Using Deep Hierarchical Networks.

Stephan Zheng, Yisong Yue, Jennifer A. Hobbs

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016