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.

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