Dollar, Piotr

42 publications

NeurIPS 2025 Perception Encoder: The Best Visual Embeddings Are Not at the Output of the Network Daniel Bolya, Po-Yao Huang, Peize Sun, Jang Hyun Cho, Andrea Madotto, Chen Wei, Tengyu Ma, Jiale Zhi, Jathushan Rajasegaran, Hanoona Abdul Rasheed, Junke Wang, Marco Monteiro, Hu Xu, Shiyu Dong, Nikhila Ravi, Shang-Wen Li, Piotr Dollar, Christoph Feichtenhofer

NeurIPS 2025 PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding Jang Hyun Cho, Andrea Madotto, Effrosyni Mavroudi, Triantafyllos Afouras, Tushar Nagarajan, Muhammad Maaz, Yale Song, Tengyu Ma, Shuming Hu, Suyog Jain, Miguel Martin, Huiyu Wang, Hanoona Abdul Rasheed, Peize Sun, Po-Yao Huang, Daniel Bolya, Nikhila Ravi, Shashank Jain, Tammy Stark, Seungwhan Moon, Babak Damavandi, Vivian Lee, Andrew Westbury, Salman Khan, Philipp Kraehenbuehl, Piotr Dollar, Lorenzo Torresani, Kristen Grauman, Christoph Feichtenhofer

ICLR 2025 SAM 2: Segment Anything in Images and Videos Nikhila Ravi, Valentin Gabeur, Yuan-Ting Hu, Ronghang Hu, Chaitanya Ryali, Tengyu Ma, Haitham Khedr, Roman Rädle, Chloe Rolland, Laura Gustafson, Eric Mintun, Junting Pan, Kalyan Vasudev Alwala, Nicolas Carion, Chao-Yuan Wu, Ross Girshick, Piotr Dollar, Christoph Feichtenhofer

ICCV 2023 Segment Anything Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloe Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C. Berg, Wan-Yen Lo, Piotr Dollar, Ross Girshick

ICCV 2023 The Effectiveness of MAE Pre-Pretraining for Billion-Scale Pretraining Mannat Singh, Quentin Duval, Kalyan Vasudev Alwala, Haoqi Fan, Vaibhav Aggarwal, Aaron Adcock, Armand Joulin, Piotr Dollar, Christoph Feichtenhofer, Ross Girshick, Rohit Girdhar, Ishan Misra

CVPR 2022 Masked Autoencoders Are Scalable Vision Learners Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Dollár, Ross Girshick

CVPR 2022 Revisiting Weakly Supervised Pre-Training of Visual Perception Models Mannat Singh, Laura Gustafson, Aaron Adcock, Vinicius de Freitas Reis, Bugra Gedik, Raj Prateek Kosaraju, Dhruv Mahajan, Ross Girshick, Piotr Dollár, Laurens van der Maaten

CVPR 2021 Boundary IoU: Improving Object-Centric Image Segmentation Evaluation Bowen Cheng, Ross Girshick, Piotr Dollar, Alexander C. Berg, Alexander Kirillov

NeurIPS 2021 Early Convolutions Help Transformers See Better Tete Xiao, Mannat Singh, Eric Mintun, Trevor Darrell, Piotr Dollar, Ross B. Girshick

CVPR 2021 Fast and Accurate Model Scaling Piotr Dollar, Mannat Singh, Ross Girshick

ECCV 2020 Are Labels Necessary for Neural Architecture Search? Chenxi Liu, Piotr Dollár, Kaiming He, Ross Girshick, Alan Yuille, Saining Xie

CVPR 2017 Aggregated Residual Transformations for Deep Neural Networks Saining Xie, Ross Girshick, Piotr Dollar, Zhuowen Tu, Kaiming He

CVPR 2017 Feature Pyramid Networks for Object Detection Tsung-Yi Lin, Piotr Dollar, Ross Girshick, Kaiming He, Bharath Hariharan, Serge Belongie

ICCV 2017 Focal Loss for Dense Object Detection Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, Piotr Dollar

CVPR 2017 Learning Features by Watching Objects Move Deepak Pathak, Ross Girshick, Piotr Dollar, Trevor Darrell, Bharath Hariharan

ICCV 2017 Mask R-CNN Kaiming He, Georgia Gkioxari, Piotr Dollar, Ross Girshick

CVPR 2017 Semantic Amodal Segmentation Yan Zhu, Yuandong Tian, Dimitris Metaxas, Piotr Dollar

ECCV 2016 Learning to Refine Object Segments Pedro Oliveira Pinheiro, Tsung-Yi Lin, Ronan Collobert, Piotr Dollár

ICLR 2016 Metric Learning with Adaptive Density Discrimination Oren Rippel, Manohar Paluri, Piotr Dollár, Lubomir D. Bourdev

CVPR 2016 Unsupervised Learning of Edges Yin Li, Manohar Paluri, James M. Rehg, Piotr Dollar

CVPR 2015 From Captions to Visual Concepts and Back Hao Fang, Saurabh Gupta, Forrest Iandola, Rupesh K. Srivastava, Li Deng, Piotr Dollar, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig

NeurIPS 2015 Learning to Segment Object Candidates Pedro O O. Pinheiro, Ronan Collobert, Piotr Dollar

CVPR 2014 Detecting Objects Using Deformation Dictionaries Bharath Hariharan, C. L. Zitnick, Piotr Dollar

ECCV 2014 Edge Boxes: Locating Object Proposals from Edges C. Lawrence Zitnick, Piotr Dollár

NeurIPS 2014 Local Decorrelation for Improved Pedestrian Detection Woonhyun Nam, Piotr Dollar, Joon Hee Han

ECCV 2014 Microsoft COCO: Common Objects in Context Tsung-Yi Lin, Michael Maire, Serge J. Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, C. Lawrence Zitnick

CVPR 2013 Exploring Weak Stabilization for Motion Feature Extraction Dennis Park, C. L. Zitnick, Deva Ramanan, Piotr Dollar

ICML 2013 Quickly Boosting Decision Trees – Pruning Underachieving Features Early Ron Appel, Thomas Fuchs, Piotr Dollar, Pietro Perona

ICCV 2013 Robust Face Landmark Estimation Under Occlusion Xavier P. Burgos-Artizzu, Pietro Perona, Piotr Dollar

CVPR 2013 Sketch Tokens: A Learned Mid-Level Representation for Contour and Object Detection Joseph J. Lim, C. L. Zitnick, Piotr Dollar

ICCV 2013 Structured Forests for Fast Edge Detection Piotr Dollar, C. L. Zitnick

ECCV 2012 Crosstalk Cascades for Frame-Rate Pedestrian Detection Piotr Dollár, Ron Appel, Wolf Kienzle

CVPR 2012 Social Behavior Recognition in Continuous Video Xavier P. Burgos-Artizzu, Piotr Dollár, Dayu Lin, David J. Anderson, Pietro Perona

ICML 2011 Multiple Instance Learning with Manifold Bags Boris Babenko, Nakul Verma, Piotr Dollár, Serge J. Belongie

CVPR 2010 Cascaded Pose Regression Piotr Dollár, Peter Welinder, Pietro Perona

CVPR 2009 Pedestrian Detection: A Benchmark Piotr Dollár, Christian Wojek, Bernt Schiele, Pietro Perona

ECCV 2008 Multiple Component Learning for Object Detection Piotr Dollár, Boris Babenko, Serge J. Belongie, Pietro Perona, Zhuowen Tu

CVPR 2007 Feature Mining for Image Classification Piotr Dollár, Zhuowen Tu, Hai Tao, Serge J. Belongie

ICML 2007 Non-Isometric Manifold Learning: Analysis and an Algorithm Piotr Dollár, Vincent C. Rabaud, Serge J. Belongie

ICCV 2007 Task Specific Local Region Matching Boris Babenko, Piotr Dollár, Serge J. Belongie

NeurIPS 2006 Learning to Traverse Image Manifolds Piotr Dollár, Vincent Rabaud, Serge J. Belongie

CVPR 2006 Supervised Learning of Edges and Object Boundaries Piotr Dollár, Zhuowen Tu, Serge J. Belongie