Early Convolutions Help Transformers See Better
Tete Xiao, Mannat Singh, Eric Mintun, Trevor Darrell, Piotr Dollar, Ross Girshick
People
Ross Girshick
Research Scientist
I am a research scientist at Facebook AI Research (FAIR) working on machine learning and computer vision. Prior to joining FAIR in Fall 2015, I was a researcher at Microsoft Research Redmond. I received a Ph.D. in computer vision from The University of Chicago in 2012 under the supervision of Pedro Felzenszwalb, followed by two years as a postdoctoral fellow at UC Berkeley working with Jitendra Malik and Trevor Darrell.
Interests
Computer vision, machine learning
Latest Publications
NeurIPS - 2021
Are Labels Necessary for Neural Architecture Search?
Chenxi Liu, Piotr Dollar, Kaiming He, Ross Girshick, Alan Yuille, Saining Xie
Boundary IoU: Improving Object-Centric Image Segmentation Evaluation
Bowen Cheng, Ross Girshick, Piotr Dollar, Alexander C. Berg, Alexander Kirillov
Fast and Accurate Model Scaling
Piotr Dollar, Mannat Singh, Ross Girshick
Data Distillation: Towards Omni-Supervised Learning
Ilija Radosavovic, Piotr Dollar, Ross Girshick, Georgia Gkioxari, Kaiming He
Training ASR models by Generation of Contextual Information
Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
