Marcus Rohrbach
Menlo Park, United States
Marcus is a research scientist at Facebook AI Research. Previously, he was a PostDoc at the University of California, Berkeley at EECS and ICSI with Trevor Darrell (2014-2017). Marcus did his PhD at the Max Planck Institute for Informatics with Bernt Schiele (2010-2014). His interests include computer vision, computational linguistics, and machine learning and how these areas can collaborate best.
Research Areas
Marcus's Publications
August 25, 2020
Computer Vision
ML Applications
Adversarial Continual Learning
Sayna Ebrahimi, Franziska Meier, Roberto Calandra, Trevor Darrell, Marcus Rohrbach
August 25, 2020
June 11, 2019
Research
Computer Vision
Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering
Ramakrishna Vedantam, Karan Desai, Stefan Lee, Marcus Rohrbach, Dhruv Batra, Devi Parikh
June 11, 2019
June 14, 2020
Research
Computer Vision
Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA
Ronghang Hu, Amanpreet Singh, Trevor Darrell, Marcus Rohrbach
June 14, 2020
April 25, 2020
Research
Computer Vision
Decoupling Representation and Classifier for Long-Tailed Recognition
Bingyi Kang, Saining Xie, Marcus Rohrbach, Zhicheng Yan, Albert Gordo, Jiashi Feng, Yannis Kalantidis
April 25, 2020
June 14, 2020
Research
Computer Vision
In Defense of Grid Features for Visual Question Answering
Huaizu Jiang, Ishan Misra, Marcus Rohrbach, Erik Learned-Miller, Xinlei Chen
June 14, 2020
June 18, 2020
Computer Vision
Research
12-in-1: Multi-Task Vision and Language Representation Learning
Jiasen Lu, Vedanuj Goswami, Marcus Rohrbach, Devi Parikh, Stefan Lee
June 18, 2020
August 23, 2020
Computer Vision
NLP
TextCaps: a Dataset for Image Captioning with Reading Comprehension
Oleksii Sidorov, Ronghang Hu, Marcus Rohrbach, Amanpreet Singh
August 23, 2020
August 24, 2020
Computer Vision
Learning to Generate Grounded Visual Captions without Localization Supervision
Chih-Yao Ma, Yannis Kalantidis, Ghassan AlRegib, Peter Vajda, Marcus Rohrbach, Zsolt Kira
August 24, 2020
May 06, 2019
Research
Computer Vision
Selfless Sequential Learning
Rahaf Aljundi, Marcus Rohrbach, Tinne Tuytelaars
May 06, 2019
July 28, 2019
Research
NLP
CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication
Jin-Hwa Kim, Nikita Kitaev, Xinlei Chen, Marcus Rohrbach, Byoung-Tak Zhang, Yuandong Tian, Dhruv Batra, Devi Parikh
July 28, 2019
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