Early Convolutions Help Transformers See Better
Tete Xiao, Mannat Singh, Eric Mintun, Trevor Darrell, Piotr Dollar, Ross Girshick
People
Piotr Dollar
Research Manager
I am a research scientist at Facebook AI Research (FAIR) as of Fall 2014 with a focus on computer vision and machine learning. Prior, I spent three years at Microsoft Research in Redmond (MSR). I helped cofound Anchovi Labs (acquired by Dropbox in 2012) and was a postdoc at the Computation Vision Lab at Caltech under Pietro Perona until 2011. I received my PhD under the guidance of Serge Belongie at UCSD in 2007 and have continued doing research in vision and learning since.
Interests
Machine learning, pattern recognition, computer vision
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
Designing Network Design Spaces
Ilija Radosavovic, Raj Prateek Kosaraju, Ross Girshick, Kaiming He, Piotr Dollar
