Kolya Malkin

According to our database, Kolya Malkin authored at least 7 papers between 2019 and 2021.

Collaborative distances:

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

2021

Global Land-Cover Mapping With Weak Supervision: Outcome of the 2020 IEEE GRSS Data Fusion Contest.

Caleb Robinson, Kolya Malkin, Nebojsa Jojic, Huijun Chen, Rongjun Qin, Changlin Xiao, Michael Schmitt, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

2020

Mining self-similarity: Label super-resolution with epitomic representations.

Kolya Malkin, Anthony Ortiz, Caleb Robinson, Nebojsa Jojic

CoRR, 2020

Weakly Supervised Semantic Segmentation in the 2020 IEEE GRSS Data Fusion Contest.

Caleb Robinson, Kolya Malkin, Lucas Hu, Bistra Dilkina, Nebojsa Jojic

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Human-Machine Collaboration for Fast Land Cover Mapping.

Caleb Robinson, Anthony Ortiz, Kolya Malkin, Blake Elias, Andi Peng, Dan Morris, Bistra Dilkina, Nebojsa Jojic

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Label Super Resolution with Inter-Instance Loss.

Maozheng Zhao, Le Hou, Han Le, Dimitris Samaras, Nebojsa Jojic, Danielle Fassler, Tahsin M. Kurç, Rajarsi R. Gupta, Kolya Malkin, Shahira Abousamra, Kenneth Shroyer, Joel H. Saltz

CoRR, 2019

Label super-resolution networks.

Kolya Malkin, Caleb Robinson, Le Hou, Rachel Soobitsky, Jacob Czawlytko, Dimitris Samaras, Joel H. Saltz, Lucas Joppa, Nebojsa Jojic

Proceedings of the 7th International Conference on Learning Representations, 2019

Large Scale High-Resolution Land Cover Mapping With Multi-Resolution Data.

Caleb Robinson, Le Hou, Kolya Malkin, Rachel Soobitsky, Jacob Czawlytko, Bistra Dilkina, Nebojsa Jojic

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019