Application materials

Curriculum vitae

Statements

• Research statement
• Teaching statement
• Service statement
• Diversity statement

Publications

• Google scholar
• Semantic scholar

Annual faculty reviews (AFRs) at University of Massachusetts

• Summary
• Each year: 2015, 2016, 2017, 2018, 2019

Representative publications

• Phenology of Nocturnal Avian Migration has Shifted at the Continental Scale, Kyle G. Horton, Frank A. La Sorte, Daniel Sheldon, Tsung-Yu Lin, Kevin Winner, Garrett Bernstein, Subhransu Maji, Wesley M. Hochachka, Andrew Farnsworth, Nature Climate Change, December 2019 | Press
  
  
• StarcNet: Machine Learning for Star Cluster Classification, Gustavo Perez, Matteo Messa, Daniela Calzetti, Subhransu Maji, Dooseok Jung, Angela Adamo, Mattia Sirressi, The Astrophysical Journal (ApJ), 2021 | arXiv, code, bibtex
  CICS Outstanding Synthesis Award
  
  
• Task2Vec: Task Embedding for Meta-Learning, Alessandro Achille, Michael Lam, Rahul Tewari, Avinash Ravichandran, Subhransu Maji, Charless Fowlkes, Stefano Soatto, Pietro Perona, International Conference on Computer Vision (ICCV), 2019 | bibtex, supplementary, code
  
  
• MistNet: Measuring historical bird migration in the US using archived weather radar data and convolutional neural networks, Tsung-Yu Lin, Kevin Winner, Garrett Bernstein, Abhay Mittal, Adriaan M. Dokter, Kyle G. Horton, Cecilia Nilsson, Benjamin M. Van Doren, Andrew Farnsworth, Frank A. La Sorte, Subhransu Maji, Daniel Sheldon, Methods in Ecology and Evolution, August 2019 | Journal page, Press @ phys.org, cics
  
  
• Bilinear CNN Models for Fine-grained Visual Recognition, Tsung-Yu Lin, Aruni RoyChowdhury, Subhransu Maji, International Conference on Computer Vision (ICCV), 2015 | Talk slides, Webpage, Keynote talk at ImageNet + COCO 2015 workshop, IEEE PAMI 2017 journal
  
  
• Multi-view Convolutional Neural Networks for 3D Shape Recognition, Hang Su, Subhransu Maji, Evangelos Kalogerakis, Erik Learned-Miller, International Conference on Computer Vision (ICCV), 2015 | Webpage
  
  
• Deep Filter Banks for Texture Recognition and Segmentation, Mircea Cimpoi, Subhransu Maji, and Andrea Vedaldi, Computer Vision and Pattern Recognition (CVPR), 2015 | Code, Abstract, Talk video
  
  
• Efficient Classification for Additive Kernel SVMs, Subhransu Maji, Alexander C. Berg, Jitendra Malik, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2013 | Code