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Marcus Rohrbach
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- affiliation: TU Darmstadt, Germany
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2020 – today
- 2024
- [c74]Anil Batra, Davide Moltisanti
, Laura Sevilla-Lara
Efficient Pre-training for Localized Instruction Generation of Procedural Videos. ECCV (39) 2024: 347-363 - [c73]Suzanne Petryk, Spencer Whitehead, Joseph E. Gonzalez, Trevor Darrell, Anna Rohrbach, Marcus Rohrbach:
Simple Token-Level Confidence Improves Caption Correctness. WACV 2024: 5730-5740 - 2023
- [c72]Corentin Dancette, Spencer Whitehead, Rishabh Maheshwary, Ramakrishna Vedantam, Stefan Scherer, Xinlei Chen, Matthieu Cord, Marcus Rohrbach:
Improving Selective Visual Question Answering by Learning from Your Peers. CVPR 2023: 24049-24059 - [i66]Suzanne Petryk, Spencer Whitehead, Joseph E. Gonzalez, Trevor Darrell, Anna Rohrbach, Marcus Rohrbach:
Simple Token-Level Confidence Improves Caption Correctness. CoRR abs/2305.07021 (2023) - [i65]Corentin Dancette, Spencer Whitehead, Rishabh Maheshwary, Ramakrishna Vedantam, Stefan Scherer, Xinlei Chen, Matthieu Cord, Marcus Rohrbach:
Improving Selective Visual Question Answering by Learning from Your Peers. CoRR abs/2306.08751 (2023) - 2022
- [c71]Xudong Lin, Fabio Petroni, Gedas Bertasius, Marcus Rohrbach, Shih-Fu Chang, Lorenzo Torresani:
Learning To Recognize Procedural Activities with Distant Supervision. CVPR 2022: 13843-13853 - [c70]Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela:
FLAVA: A Foundational Language And Vision Alignment Model. CVPR 2022: 15617-15629 - [c69]Spencer Whitehead, Suzanne Petryk, Vedaad Shakib, Joseph Gonzalez
Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly. ECCV (36) 2022: 148-166 - [c68]Shreyank N. Gowda, Laura Sevilla-Lara, Frank Keller, Marcus Rohrbach:
CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition. ECCV (20) 2022: 187-203 - [c67]Shreyank N. Gowda, Marcus Rohrbach, Frank Keller, Laura Sevilla-Lara:
Learn2Augment: Learning to Composite Videos for Data Augmentation in Action Recognition. ECCV (31) 2022: 242-259 - [i64]Xudong Lin, Fabio Petroni, Gedas Bertasius, Marcus Rohrbach, Shih-Fu Chang, Lorenzo Torresani:
Learning To Recognize Procedural Activities with Distant Supervision. CoRR abs/2201.10990 (2022) - [i63]Spencer Whitehead, Suzanne Petryk, Vedaad Shakib, Joseph Gonzalez
Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly. CoRR abs/2204.13631 (2022) - [i62]Shreyank N. Gowda, Marcus Rohrbach, Frank Keller, Laura Sevilla-Lara:
Learn2Augment: Learning to Composite Videos for Data Augmentation in Action Recognition. CoRR abs/2206.04790 (2022) - 2021
- [c66]Shreyank N. Gowda, Marcus Rohrbach, Laura Sevilla-Lara:
SMART Frame Selection for Action Recognition. AAAI 2021: 1451-1459 - [c65]Kenneth Marino, Xinlei Chen, Devi Parikh, Abhinav Gupta, Marcus Rohrbach:
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA. CVPR 2021: 14111-14121 - [c64]Shreyank N. Gowda, Laura Sevilla-Lara, Kiyoon Kim, Frank Keller, Marcus Rohrbach:
A New Split for Evaluating True Zero-Shot Action Recognition. GCPR 2021: 191-205 - [c63]Sayna Ebrahimi, Suzanne Petryk, Akash Gokul, William Gan, Joseph E. Gonzalez, Marcus Rohrbach, Trevor Darrell:
Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting. ICLR 2021 - [i61]Shreyank N. Gowda, Laura Sevilla-Lara, Frank Keller, Marcus Rohrbach:
CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition. CoRR abs/2101.07042 (2021) - [i60]Shreyank N. Gowda, Laura Sevilla-Lara, Kiyoon Kim, Frank Keller, Marcus Rohrbach:
A New Split for Evaluating True Zero-Shot Action Recognition. CoRR abs/2107.13029 (2021) - [i59]Amanpreet Singh, Ronghang Hu, Vedanuj Goswami, Guillaume Couairon, Wojciech Galuba, Marcus Rohrbach, Douwe Kiela:
FLAVA: A Foundational Language And Vision Alignment Model. CoRR abs/2112.04482 (2021) - 2020
- [c62]Ronghang Hu, Amanpreet Singh, Trevor Darrell, Marcus Rohrbach:
Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA. CVPR 2020: 9989-9999 - [c61]Huaizu Jiang, Ishan Misra, Marcus Rohrbach, Erik G. Learned-Miller, Xinlei Chen:
In Defense of Grid Features for Visual Question Answering. CVPR 2020: 10264-10273 - [c60]Jiasen Lu, Vedanuj Goswami, Marcus Rohrbach, Devi Parikh, Stefan Lee:
12-in-1: Multi-Task Vision and Language Representation Learning. CVPR 2020: 10434-10443 - [c59]Chih-Yao Ma, Yannis Kalantidis, Ghassan AlRegib
Learning to Generate Grounded Visual Captions Without Localization Supervision. ECCV (18) 2020: 353-370 - [c58]Sayna Ebrahimi, Franziska Meier, Roberto Calandra
Adversarial Continual Learning. ECCV (11) 2020: 386-402 - [c57]Oleksii Sidorov, Ronghang Hu, Marcus Rohrbach, Amanpreet Singh:
TextCaps: A Dataset for Image Captioning with Reading Comprehension. ECCV (2) 2020: 742-758 - [c56]Sayna Ebrahimi, Mohamed Elhoseiny, Trevor Darrell, Marcus Rohrbach:
Uncertainty-guided Continual Learning with Bayesian Neural Networks. ICLR 2020 - [c55]Bingyi Kang, Saining Xie, Marcus Rohrbach, Zhicheng Yan, Albert Gordo, Jiashi Feng, Yannis Kalantidis:
Decoupling Representation and Classifier for Long-Tailed Recognition. ICLR 2020 - [i58]Huaizu Jiang, Ishan Misra, Marcus Rohrbach, Erik G. Learned-Miller, Xinlei Chen:
In Defense of Grid Features for Visual Question Answering. CoRR abs/2001.03615 (2020) - [i57]Sayna Ebrahimi, Franziska Meier, Roberto Calandra, Trevor Darrell, Marcus Rohrbach:
Adversarial Continual Learning. CoRR abs/2003.09553 (2020) - [i56]Oleksii Sidorov, Ronghang Hu, Marcus Rohrbach, Amanpreet Singh:
TextCaps: a Dataset for Image Captioning with Reading Comprehension. CoRR abs/2003.12462 (2020) - [i55]Sayna Ebrahimi, Suzanne Petryk, Akash Gokul, William Gan, Joseph E. Gonzalez, Marcus Rohrbach, Trevor Darrell:
Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting. CoRR abs/2010.01528 (2020) - [i54]Shreyank N. Gowda, Marcus Rohrbach, Laura Sevilla-Lara:
SMART Frame Selection for Action Recognition. CoRR abs/2012.10671 (2020) - [i53]Kenneth Marino, Xinlei Chen, Devi Parikh, Abhinav Gupta, Marcus Rohrbach:
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA. CoRR abs/2012.11014 (2020)
2010 – 2019
- 2019
- [c54]Ji Zhang, Yannis Kalantidis, Marcus Rohrbach, Manohar Paluri, Ahmed Elgammal, Mohamed Elhoseiny:
Large-Scale Visual Relationship Understanding. AAAI 2019: 9185-9194 - [c53]Jin-Hwa Kim, Nikita Kitaev, Xinlei Chen, Marcus Rohrbach, Byoung-Tak Zhang, Yuandong Tian, Dhruv Batra, Devi Parikh:
CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication. ACL (1) 2019: 6495-6513 - [c52]Jae Sung Park, Marcus Rohrbach, Trevor Darrell, Anna Rohrbach:
Adversarial Inference for Multi-Sentence Video Description. CVPR Workshops 2019: 0 - [c51]Luowei Zhou, Yannis Kalantidis, Xinlei Chen, Jason J. Corso, Marcus Rohrbach:
Grounded Video Description. CVPR Workshops 2019: 0 - [c50]Sayna Ebrahimi, Mohamed Elhoseiny, Trevor Darrell, Marcus Rohrbach:
Uncertainty-Guided Continual Learning in Bayesian Neural Networks - Extended Abstract. CVPR Workshops 2019: 75-78 - [c49]Yunpeng Chen
Graph-Based Global Reasoning Networks. CVPR 2019: 433-442 - [c48]Zheng Shou, Xudong Lin, Yannis Kalantidis, Laura Sevilla-Lara, Marcus Rohrbach, Shih-Fu Chang, Zhicheng Yan:
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition. CVPR 2019: 1268-1277 - [c47]Luowei Zhou, Yannis Kalantidis, Xinlei Chen, Jason J. Corso, Marcus Rohrbach:
Grounded Video Description. CVPR 2019: 6578-6587 - [c46]Jae Sung Park, Marcus Rohrbach, Trevor Darrell, Anna Rohrbach:
Adversarial Inference for Multi-Sentence Video Description. CVPR 2019: 6598-6608 - [c45]Meet Shah, Xinlei Chen, Marcus Rohrbach, Devi Parikh:
Cycle-Consistency for Robust Visual Question Answering. CVPR 2019: 6649-6658 - [c44]Amanpreet Singh, Vivek Natarajan, Meet Shah, Yu Jiang, Xinlei Chen, Dhruv Batra, Devi Parikh, Marcus Rohrbach:
Towards VQA Models That Can Read. CVPR 2019: 8317-8326 - [c43]Yunpeng Chen
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks With Octave Convolution. ICCV 2019: 3434-3443 - [c42]Rahaf Aljundi, Marcus Rohrbach, Tinne Tuytelaars:
Selfless Sequential Learning. ICLR (Poster) 2019 - [c41]Arslan Chaudhry, Marc'Aurelio Ranzato, Marcus Rohrbach, Mohamed Elhoseiny:
Efficient Lifelong Learning with A-GEM. ICLR (Poster) 2019 - [c40]Ramakrishna Vedantam, Karan Desai, Stefan Lee, Marcus Rohrbach, Dhruv Batra, Devi Parikh:
Probabilistic Neural Symbolic Models for Interpretable Visual Question Answering. ICML 2019: 6428-6437 - [c39]Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach:
CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog. NAACL-HLT (1) 2019: 582-595 - [i52]Zheng Shou, Zhicheng Yan, Yannis Kalantidis, Laura Sevilla-Lara, Marcus Rohrbach, Xudong Lin, Shih-Fu Chang:
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition. CoRR abs/1901.03460 (2019) - [i51]Meet Shah, Xinlei Chen, Marcus Rohrbach, Devi Parikh:
Cycle-Consistency for Robust Visual Question Answering. CoRR abs/1902.05660 (2019) - [i50]Ramakrishna Vedantam, Karan Desai, Stefan Lee, Marcus Rohrbach, Dhruv Batra, Devi Parikh:
Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering. CoRR abs/1902.07864 (2019) - [i49]Arslan Chaudhry, Marcus Rohrbach, Mohamed Elhoseiny, Thalaiyasingam Ajanthan, Puneet Kumar Dokania, Philip H. S. Torr, Marc'Aurelio Ranzato:
Continual Learning with Tiny Episodic Memories. CoRR abs/1902.10486 (2019) - [i48]Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach:
CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog. CoRR abs/1903.03166 (2019) - [i47]Yunpeng Chen, Haoqi Fan, Bing Xu, Zhicheng Yan, Yannis Kalantidis, Marcus Rohrbach, Shuicheng Yan, Jiashi Feng:
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution. CoRR abs/1904.05049 (2019) - [i46]Amanpreet Singh, Vivek Natarajan, Meet Shah, Yu Jiang, Xinlei Chen, Dhruv Batra, Devi Parikh, Marcus Rohrbach:
Towards VQA Models that can Read. CoRR abs/1904.08920 (2019) - [i45]Chih-Yao Ma, Yannis Kalantidis, Ghassan AlRegib, Peter Vajda, Marcus Rohrbach, Zsolt Kira:
Learning to Generate Grounded Image Captions without Localization Supervision. CoRR abs/1906.00283 (2019) - [i44]Sayna Ebrahimi, Mohamed Elhoseiny
Uncertainty-guided Continual Learning with Bayesian Neural Networks. CoRR abs/1906.02425 (2019) - [i43]Bingyi Kang, Saining Xie, Marcus Rohrbach, Zhicheng Yan, Albert Gordo, Jiashi Feng, Yannis Kalantidis:
Decoupling Representation and Classifier for Long-Tailed Recognition. CoRR abs/1910.09217 (2019) - [i42]Ronghang Hu, Amanpreet Singh, Trevor Darrell, Marcus Rohrbach:
Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA. CoRR abs/1911.06258 (2019) - [i41]Jiasen Lu, Vedanuj Goswami, Marcus Rohrbach, Devi Parikh, Stefan Lee:
12-in-1: Multi-Task Vision and Language Representation Learning. CoRR abs/1912.02315 (2019) - 2018
- [c38]Mohamed Elhoseiny, Francesca Babiloni, Rahaf Aljundi, Marcus Rohrbach, Manohar Paluri, Tinne Tuytelaars
Exploring the Challenges Towards Lifelong Fact Learning. ACCV (6) 2018: 66-84 - [c37]Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Anna Rohrbach, Bernt Schiele
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence. CVPR 2018: 8779-8788 - [c36]Rahaf Aljundi, Francesca Babiloni
Memory Aware Synapses: Learning What (not) to Forget. ECCV (3) 2018: 144-161 - [c35]Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach:
Visual Coreference Resolution in Visual Dialog Using Neural Module Networks. ECCV (15) 2018: 160-178 - [c34]Spandana Gella, Mike Lewis, Marcus Rohrbach:
A Dataset for Telling the Stories of Social Media Videos. EMNLP 2018: 968-974 - [i40]Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Anna Rohrbach, Bernt Schiele, Trevor Darrell, Marcus Rohrbach:
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence. CoRR abs/1802.08129 (2018) - [i39]Ji Zhang, Yannis Kalantidis, Marcus Rohrbach, Manohar Paluri, Ahmed M. Elgammal, Mohamed Elhoseiny:
Large-Scale Visual Relationship Understanding. CoRR abs/1804.10660 (2018) - [i38]Rahaf Aljundi, Marcus Rohrbach, Tinne Tuytelaars:
Selfless Sequential Learning. CoRR abs/1806.05421 (2018) - [i37]Yu Jiang, Vivek Natarajan, Xinlei Chen, Marcus Rohrbach, Dhruv Batra, Devi Parikh:
Pythia v0.1: the Winning Entry to the VQA Challenge 2018. CoRR abs/1807.09956 (2018) - [i36]Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach:
Visual Coreference Resolution in Visual Dialog using Neural Module Networks. CoRR abs/1809.01816 (2018) - [i35]Yunpeng Chen, Marcus Rohrbach, Zhicheng Yan, Shuicheng Yan, Jiashi Feng, Yannis Kalantidis:
Graph-Based Global Reasoning Networks. CoRR abs/1811.12814 (2018) - [i34]Arslan Chaudhry, Marc'Aurelio Ranzato, Marcus Rohrbach, Mohamed Elhoseiny:
Efficient Lifelong Learning with A-GEM. CoRR abs/1812.00420 (2018) - [i33]Jae Sung Park, Marcus Rohrbach, Trevor Darrell, Anna Rohrbach:
Adversarial Inference for Multi-Sentence Video Description. CoRR abs/1812.05634 (2018) - [i32]Luowei Zhou, Yannis Kalantidis, Xinlei Chen, Jason J. Corso, Marcus Rohrbach:
Grounded Video Description. CoRR abs/1812.06587 (2018) - [i31]Mohamed Elhoseiny, Francesca Babiloni, Rahaf Aljundi, Marcus Rohrbach, Manohar Paluri, Tinne Tuytelaars:
Exploring the Challenges towards Lifelong Fact Learning. CoRR abs/1812.10524 (2018) - 2017
- [j6]Anna Rohrbach, Atousa Torabi, Marcus Rohrbach, Niket Tandon, Christopher Joseph Pal, Hugo Larochelle, Aaron C. Courville, Bernt Schiele
Movie Description. Int. J. Comput. Vis. 123(1): 94-120 (2017) - [j5]Mateusz Malinowski
Ask Your Neurons: A Deep Learning Approach to Visual Question Answering. Int. J. Comput. Vis. 125(1-3): 110-135 (2017) - [j4]Jeff Donahue, Lisa Anne Hendricks, Marcus Rohrbach, Subhashini Venugopalan
Long-Term Recurrent Convolutional Networks for Visual Recognition and Description. IEEE Trans. Pattern Anal. Mach. Intell. 39(4): 677-691 (2017) - [c33]Subhashini Venugopalan, Lisa Anne Hendricks, Marcus Rohrbach, Raymond J. Mooney, Trevor Darrell, Kate Saenko
Captioning Images with Diverse Objects. CVPR 2017: 1170-1178 - [c32]Anna Rohrbach, Marcus Rohrbach, Siyu Tang
Generating Descriptions with Grounded and Co-referenced People. CVPR 2017: 4196-4206 - [c31]Ronghang Hu, Marcus Rohrbach, Jacob Andreas, Trevor Darrell, Kate Saenko
Modeling Relationships in Referential Expressions with Compositional Modular Networks. CVPR 2017: 4418-4427 - [c30]Ronghang Hu, Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Kate Saenko
Learning to Reason: End-to-End Module Networks for Visual Question Answering. ICCV 2017: 804-813 - [c29]Rakshith Shetty, Marcus Rohrbach, Lisa Anne Hendricks, Mario Fritz, Bernt Schiele
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training. ICCV 2017: 4155-4164 - [i30]Rakshith Shetty, Marcus Rohrbach, Lisa Anne Hendricks, Mario Fritz, Bernt Schiele:
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training. CoRR abs/1703.10476 (2017) - [i29]Anna Rohrbach, Marcus Rohrbach, Siyu Tang, Seong Joon Oh, Bernt Schiele:
Generating Descriptions with Grounded and Co-Referenced People. CoRR abs/1704.01518 (2017) - [i28]Ronghang Hu, Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Kate Saenko:
Learning to Reason: End-to-End Module Networks for Visual Question Answering. CoRR abs/1704.05526 (2017) - [i27]Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Anna Rohrbach, Bernt Schiele, Trevor Darrell, Marcus Rohrbach:
Attentive Explanations: Justifying Decisions and Pointing to the Evidence (Extended Abstract). CoRR abs/1711.07373 (2017) - [i26]Rahaf Aljundi, Francesca Babiloni, Mohamed Elhoseiny, Marcus Rohrbach, Tinne Tuytelaars:
Memory Aware Synapses: Learning what (not) to forget. CoRR abs/1711.09601 (2017) - 2016
- [j3]Marcus Rohrbach, Anna Rohrbach, Michaela Regneri
Recognizing Fine-Grained and Composite Activities Using Hand-Centric Features and Script Data. Int. J. Comput. Vis. 119(3): 346-373 (2016) - [c28]Niket Tandon, Charles Hariman, Jacopo Urbani, Anna Rohrbach, Marcus Rohrbach, Gerhard Weikum:
Commonsense in Parts: Mining Part-Whole Relations from the Web and Image Tags. AAAI 2016: 243-250 - [c27]Lisa Anne Hendricks, Subhashini Venugopalan, Marcus Rohrbach, Raymond J. Mooney, Kate Saenko
Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data. CVPR 2016: 1-10 - [c26]Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein:
Neural Module Networks. CVPR 2016: 39-48 - [c25]Ronghang Hu, Huazhe Xu, Marcus Rohrbach, Jiashi Feng, Kate Saenko
Natural Language Object Retrieval. CVPR 2016: 4555-4564 - [c24]Lisa Anne Hendricks, Zeynep Akata, Marcus Rohrbach, Jeff Donahue, Bernt Schiele, Trevor Darrell:
Generating Visual Explanations. ECCV (4) 2016: 3-19 - [c23]Ronghang Hu, Marcus Rohrbach, Trevor Darrell:
Segmentation from Natural Language Expressions. ECCV (1) 2016: 108-124 - [c22]Anna Rohrbach, Marcus Rohrbach, Ronghang Hu, Trevor Darrell, Bernt Schiele:
Grounding of Textual Phrases in Images by Reconstruction. ECCV (1) 2016: 817-834 - [c21]Akira Fukui, Dong Huk Park, Daylen Yang, Anna Rohrbach, Trevor Darrell, Marcus Rohrbach:
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding. EMNLP 2016: 457-468 - [c20]Vasili Ramanishka, Abir Das, Dong Huk Park, Subhashini Venugopalan, Lisa Anne Hendricks, Marcus Rohrbach, Kate Saenko
Multimodal Video Description. ACM Multimedia 2016: 1092-1096 - [c19]Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein:
Learning to Compose Neural Networks for Question Answering. HLT-NAACL 2016: 1545-1554 - [i25]Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein:
Learning to Compose Neural Networks for Question Answering. CoRR abs/1601.01705 (2016) - [i24]Ronghang Hu, Marcus Rohrbach, Trevor Darrell:
Segmentation from Natural Language Expressions. CoRR abs/1603.06180 (2016) - [i23]Lisa Anne Hendricks, Zeynep Akata, Marcus Rohrbach, Jeff Donahue, Bernt Schiele, Trevor Darrell:
Generating Visual Explanations. CoRR abs/1603.08507 (2016) - [i22]Marcus Rohrbach:
Attributes as Semantic Units between Natural Language and Visual Recognition. CoRR abs/1604.03249 (2016) - [i21]Mateusz Malinowski, Marcus Rohrbach, Mario Fritz:
Ask Your Neurons: A Deep Learning Approach to Visual Question Answering. CoRR abs/1605.02697 (2016) - [i20]Anna Rohrbach, Atousa Torabi, Marcus Rohrbach, Niket Tandon, Christopher J. Pal, Hugo Larochelle, Aaron C. Courville, Bernt Schiele:
Movie Description. CoRR abs/1605.03705 (2016) - [i19]Akira Fukui, Dong Huk Park, Daylen Yang, Anna Rohrbach, Trevor Darrell, Marcus Rohrbach:
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding. CoRR abs/1606.01847 (2016) - [i18]Subhashini Venugopalan, Lisa Anne Hendricks, Marcus Rohrbach, Raymond J. Mooney, Trevor Darrell, Kate Saenko:
Captioning Images with Diverse Objects. CoRR abs/1606.07770 (2016) - [i17]Ronghang Hu, Marcus Rohrbach, Subhashini Venugopalan, Trevor Darrell:
Utilizing Large Scale Vision and Text Datasets for Image Segmentation from Referring Expressions. CoRR abs/1608.08305 (2016) - [i16]Ronghang Hu, Marcus Rohrbach, Jacob Andreas, Trevor Darrell, Kate Saenko:
Modeling Relationships in Referential Expressions with Compositional Modular Networks. CoRR abs/1611.09978 (2016) - [i15]Dong Huk Park, Lisa Anne Hendricks, Zeynep Akata, Bernt Schiele, Trevor Darrell, Marcus Rohrbach:
Attentive Explanations: Justifying Decisions and Pointing to the Evidence. CoRR abs/1612.04757 (2016) - 2015
- [c18]Jeff Donahue, Lisa Anne Hendricks, Sergio Guadarrama, Marcus Rohrbach, Subhashini Venugopalan
Long-term recurrent convolutional networks for visual recognition and description. CVPR 2015: 2625-2634 - [c17]Anna Rohrbach, Marcus Rohrbach, Niket Tandon, Bernt Schiele
A dataset for Movie Description. CVPR 2015: 3202-3212 - [c16]Anna Rohrbach, Marcus Rohrbach, Bernt Schiele:
The Long-Short Story of Movie Description. GCPR 2015: 209-221 - [c15]Mateusz Malinowski
Ask Your Neurons: A Neural-Based Approach to Answering Questions about Images. ICCV 2015: 1-9 - [c14]Damian Mrowca, Marcus Rohrbach, Judy Hoffman
Spatial Semantic Regularisation for Large Scale Object Detection. ICCV 2015: 2003-2011 - [c13]Subhashini Venugopalan
Sequence to Sequence - Video to Text. ICCV 2015: 4534-4542 - [c12]Subhashini Venugopalan, Huijuan Xu, Jeff Donahue, Marcus Rohrbach, Raymond J. Mooney, Kate Saenko:
Translating Videos to Natural Language Using Deep Recurrent Neural Networks. HLT-NAACL 2015: 1494-1504 - [i14]Anna Rohrbach, Marcus Rohrbach, Niket Tandon, Bernt Schiele:
A Dataset for Movie Description. CoRR abs/1501.02530 (2015) - [i13]Marcus Rohrbach, Anna Rohrbach, Michaela Regneri, Sikandar Amin, Mykhaylo Andriluka, Manfred Pinkal, Bernt Schiele:
Recognizing Fine-Grained and Composite Activities using Hand-Centric Features and Script Data. CoRR abs/1502.06648 (2015) - [i12]Subhashini Venugopalan, Marcus Rohrbach, Jeff Donahue, Raymond J. Mooney, Trevor Darrell, Kate Saenko:
Sequence to Sequence - Video to Text. CoRR abs/1505.00487 (2015) - [i11]Mateusz Malinowski, Marcus Rohrbach, Mario Fritz:
Ask Your Neurons: A Neural-based Approach to Answering Questions about Images. CoRR abs/1505.01121 (2015) - [i10]Huijuan Xu, Subhashini Venugopalan, Vasili Ramanishka, Marcus Rohrbach, Kate Saenko:
A Multi-scale Multiple Instance Video Description Network. CoRR abs/1505.05914 (2015) - [i9]Anna Rohrbach, Marcus Rohrbach, Bernt Schiele:
The Long-Short Story of Movie Description. CoRR abs/1506.01698 (2015) - [i8]Damian Mrowca, Marcus Rohrbach, Judy Hoffman, Ronghang Hu, Kate Saenko, Trevor Darrell:
Spatial Semantic Regularisation for Large Scale Object Detection. CoRR abs/1510.02949 (2015) - [i7]Jacob Andreas, Marcus Rohrbach, Trevor Darrell, Dan Klein:
Deep Compositional Question Answering with Neural Module Networks. CoRR abs/1511.02799 (2015) - [i6]Anna Rohrbach, Marcus Rohrbach, Ronghang Hu, Trevor Darrell, Bernt Schiele:
Grounding of Textual Phrases in Images by Reconstruction. CoRR abs/1511.03745 (2015) - [i5]Ronghang Hu, Huazhe Xu, Marcus Rohrbach, Jiashi Feng, Kate Saenko, Trevor Darrell:
Natural Language Object Retrieval. CoRR abs/1511.04164 (2015) - [i4]Lisa Anne Hendricks, Subhashini Venugopalan, Marcus Rohrbach, Raymond J. Mooney, Kate Saenko, Trevor Darrell:
Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data. CoRR abs/1511.05284 (2015) - 2014
- [b1]Marcus Rohrbach:
Combining visual recognition and computational linguistics : linguistic knowledge for visual recognition and natural language descriptions of visual content. Saarland University, 2014 - [c11]Anna Rohrbach, Marcus Rohrbach, Wei Qiu, Annemarie Friedrich, Manfred Pinkal, Bernt Schiele:
Coherent Multi-sentence Video Description with Variable Level of Detail. GCPR 2014: 184-195 - [i3]Anna Senina, Marcus Rohrbach, Wei Qiu, Annemarie Friedrich, Sikandar Amin, Mykhaylo Andriluka, Manfred Pinkal, Bernt Schiele:
Coherent Multi-Sentence Video Description with Variable Level of Detail. CoRR abs/1403.6173 (2014) - [i2]Jeff Donahue, Lisa Anne Hendricks, Sergio Guadarrama, Marcus Rohrbach, Subhashini Venugopalan, Kate Saenko, Trevor Darrell:
Long-term Recurrent Convolutional Networks for Visual Recognition and Description. CoRR abs/1411.4389 (2014) - [i1]Subhashini Venugopalan, Huijuan Xu, Jeff Donahue, Marcus Rohrbach, Raymond J. Mooney, Kate Saenko:
Translating Videos to Natural Language Using Deep Recurrent Neural Networks. CoRR abs/1412.4729 (2014) - 2013
- [j2]Michaela Regneri, Marcus Rohrbach, Dominikus Wetzel, Stefan Thater, Bernt Schiele, Manfred Pinkal:
Grounding Action Descriptions in Videos. Trans. Assoc. Comput. Linguistics 1: 25-36 (2013) - [c10]Sikandar Amin, Mykhaylo Andriluka, Marcus Rohrbach, Bernt Schiele
Multi-view Pictorial Structures for 3D Human Pose Estimation. BMVC 2013 - [c9]Marcus Rohrbach, Wei Qiu, Ivan Titov, Stefan Thater, Manfred Pinkal, Bernt Schiele
Translating Video Content to Natural Language Descriptions. ICCV 2013: 433-440 - [c8]Marcus Rohrbach, Sandra Ebert, Bernt Schiele
Transfer Learning in a Transductive Setting. NIPS 2013: 46-54 - 2012
- [c7]Marcus Rohrbach, Sikandar Amin, Mykhaylo Andriluka, Bernt Schiele
A database for fine grained activity detection of cooking activities. CVPR 2012: 1194-1201 - [c6]Wandi Susanto, Marcus Rohrbach, Bernt Schiele:
3D Object Detection with Multiple Kinects. ECCV Workshops (2) 2012: 93-102 - [c5]Marcus Rohrbach, Michaela Regneri
Script Data for Attribute-Based Recognition of Composite Activities. ECCV (1) 2012: 144-157 - 2011
- [j1]Christoph Gustav Keller, Markus Enzweiler, Marcus Rohrbach, David Fernández Llorca
The Benefits of Dense Stereo for Pedestrian Detection. IEEE Trans. Intell. Transp. Syst. 12(4): 1096-1106 (2011) - [c4]Marcus Rohrbach, Michael Stark, Bernt Schiele
Evaluating knowledge transfer and zero-shot learning in a large-scale setting. CVPR 2011: 1641-1648 - 2010
- [c3]Marcus Rohrbach, Michael Stark, György Szarvas, Iryna Gurevych, Bernt Schiele
What helps where - and why? Semantic relatedness for knowledge transfer. CVPR 2010: 910-917 - [c2]Marcus Rohrbach, Michael Stark, György Szarvas, Bernt Schiele:
Combining Language Sources and Robust Semantic Relatedness for Attribute-Based Knowledge Transfer. ECCV Workshops (1) 2010: 15-28
2000 – 2009
- 2009
- [c1]Marcus Rohrbach, Markus Enzweiler, Dariu M. Gavrila:
High-Level Fusion of Depth and Intensity for Pedestrian Classification. DAGM-Symposium 2009: 101-110
Coauthor Index
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