Piotr Dollar
Menlo Park, United States
Piotr Dollar is a research director at Facebook AI Research (FAIR) with a focus on deep learning and computer vision. Piotr received his PhD from UCSD in 2007 followed by a postdoc at Caltech in 2012. After this, and prior to seeing the deep learning light, Piotr helped cofound Anchovi Labs (acquired by Dropbox in 2012) and then spent some years dabbling in shallow research at Microsoft Research (MSR). Current deeper interests include recognition, grouping, network design, and self-supervised learning.
Research Areas
Piotr's Work
Piotr's Publications
COMPUTER VISION
RESEARCH
Detecting and Recognizing Human-Object Interactions
Georgia Gkioxari, Ross Girshick, Piotr Dollar, Kaiming He
COMPUTER VISION
RESEARCH
Learning Features by Watching Objects Move
Deepak Pathak, Ross Girshick, Piotr Dollar, Trevor Darrell, Bharath Hariharan
COMPUTER VISION
RESEARCH
What Makes for Effective Detection Proposals?
Jan Hosang, Rodrigo Benenson, Piotr Dollar, Bernt Schiele
COMPUTER VISION
RESEARCH
Data Distillation: Towards Omni-Supervised Learning
Ilija Radosavovic, Piotr Dollar, Ross Girshick, Georgia Gkioxari, Kaiming He
COMPUTER VISION
RESEARCH
Feature Pyramid Networks for Object Detection
Tsung-Yi Lin, Piotr Dollar, Ross Girshick, Kaiming He, Bharath Hariharan, Serge Belongie
COMPUTER VISION
RESEARCH
Aggregated Residual Transformations for Deep Neural Networks
Saining Xie, Ross Girshick, Piotr Dollar, Zhuowen Tu, Kaiming He,
COMPUTER VISION
RESEARCH
Learning to Segment Every Thing
Ronghang Hu, Piotr Dollar, Kaiming He, Trevor Darrell, Ross Girshick
COMPUTER VISION
RESEARCH
Metric Learning with Adaptive Density Discrimination
Oren Rippel, Manohar Paluri, Piotr Dollar, Lubomir Bourdev
COMPUTER VISION
RESEARCH
A MultiPath Network for Object Detection
Sergey Zagoruyko, Adam Lerer, Tsung-Yi Lin, Pedro O. Pinheiro, Sam Gross, Soumith Chintala, Piotr Dollar
RESEARCH
Learning to Refine Object Segments
Pedro O. Pinheiro, Tsung-Yi Lin, Ronan Collobert, Piotr Dollar
RESEARCH
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour
Priya Goyal, Piotr Dollar, Ross Girshick, Pieter Noordhuis, Lukasz Wesolowski, Aapo Kyrola, Andrew Tulloch, Yangqing Jia, Kaiming He
COMPUTER VISION
RESEARCH
Focal Loss for Dense Object Detection
Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, Piotr Dollar
COMPUTER VISION
RESEARCH
Unsupervised Learning of Edges
Yin Li, Manohar Paluri, James M. Rehg, Piotr Dollar
