---
title: "Marcus Rohrbach — all works — Elamur Research"
description: "All 51 works of Marcus Rohrbach in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/marcus-rohrbach/works/"
---
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# Marcus Rohrbach — all works

51 works · [← Marcus Rohrbach](https://md.research.elamur.ai/free/en/authors/marcus-rohrbach/)

1. **[Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding](https://md.research.elamur.ai/free/en/papers/fukui-2016-multimodal-compact-bilinear-pooling-visual/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Akira Fukui, Dong Huk Park, Daylen Yang, et al.*2016 · 1,684 citations*
2. **[Memory Aware Synapses: Learning what (not) to forget](https://md.research.elamur.ai/free/en/papers/aljundi-2017-memory-aware-synapses-learning-forget/) [Lecture notes in computer science](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/)**Rahaf Aljundi, Francesca Babiloni, Mohamed Elhoseiny, et al.*2017 · 1,608 citations*
3. **[Sequence to Sequence — Video to Text ↗](https://doi.org/10.1109/iccv.2015.515) IEEE International Conference on Computer Vision (ICCV) · no summary yet**Subhashini Venugopalan et al.*2015 · 1,441 citations*
4. **[Neural Module Networks](https://md.research.elamur.ai/free/en/papers/andreas-2015-neural-module-networks/) [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/)**Jacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.*2015 · 1,140 citations*
5. **[Towards VQA Models That Can Read ↗](https://doi.org/10.1109/cvpr.2019.00851) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Amanpreet Singh et al.*2019 · 1,122 citations*
6. **[Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks With Octave Convolution ↗](https://doi.org/10.1109/iccv.2019.00353) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Yunpeng Chen et al.*2019 · 751 citations*
7. **[FLAVA: A Foundational Language And Vision Alignment Model ↗](https://doi.org/10.1109/cvpr52688.2022.01519) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Amanpreet Singh et al.*2022 · 682 citations*
8. **[Learning to Reason: End-to-End Module Networks for Visual Question Answering ↗](https://arxiv.org/abs/1704.05526) arXiv:1704.05526 · no summary yet**Ronghang Hu et al.*2017 · 621 citations*
9. **[Natural Language Object Retrieval ↗](https://doi.org/10.1109/cvpr.2016.493) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Ronghang Hu et al.*2016 · 587 citations*
10. **[Learning to Compose Neural Networks for Question Answering](https://md.research.elamur.ai/free/en/papers/andreas-2016-learning-compose-neural-networks-question/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Jacob Andreas, Marcus Rohrbach, Trevor Darrell, et al.*2016 · 573 citations*
11. **[Generating Visual Explanations ↗](https://doi.org/10.1007/978-3-319-46493-0_1) Lecture notes in computer science · no summary yet**Lisa Anne Hendricks et al.*2016 · 558 citations*
12. **[Grounding Action Descriptions in Videos](https://md.research.elamur.ai/free/en/papers/regneri-2013-grounding-action-descriptions-videos/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Michaela Regneri, Marcus Rohrbach, Dominikus Wetzel, et al.*2013 · 535 citations*
13. **[Graph-Based Global Reasoning Networks ↗](https://doi.org/10.1109/cvpr.2019.00052) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yunpeng Chen et al.*2019 · 520 citations*
14. **[A dataset for Movie Description ↗](https://doi.org/10.1109/cvpr.2015.7298940) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Anna Rohrbach et al.*2015 · 501 citations*
15. **[12-in-1: Multi-Task Vision and Language Representation Learning ↗](https://doi.org/10.1109/cvpr42600.2020.01045) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Jiasen Lu et al.*2020 · 500 citations*
16. **[Segmentation from Natural Language Expressions ↗](https://doi.org/10.1007/978-3-319-46448-0_7) Lecture notes in computer science · no summary yet**Ronghang Hu, Marcus Rohrbach, Trevor Jackson Darrell*2016 · 465 citations*
17. **[Multimodal Explanations: Justifying Decisions and Pointing to the Evidence ↗](https://doi.org/10.1109/cvpr.2018.00915) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Dong Huk Park et al.*2018 · 457 citations*
18. **[Modeling Relationships in Referential Expressions with Compositional Modular Networks ↗](https://doi.org/10.1109/cvpr.2017.470) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Ronghang Hu et al.*2017 · 415 citations*
19. **[TextCaps: a Dataset for Image Captioning with Reading Comprehension](https://md.research.elamur.ai/free/en/papers/sidorov-2020-textcaps-dataset-image-captioning-reading/) [Lecture notes in computer science](https://md.research.elamur.ai/free/en/venues/lecture-notes-in-computer-science/)**Oleksii Sidorov, Ronghang Hu, Marcus Rohrbach, et al.*2020 · 331 citations*
20. **[Deep Compositional Captioning: Describing Novel Object Categories without Paired Training Data ↗](https://doi.org/10.1109/cvpr.2016.8) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Lisa Anne Hendricks et al.*2016 · 313 citations*
21. **[Decoupling Representation and Classifier for Long-Tailed Recognition ↗](https://arxiv.org/abs/1910.09217) arXiv (Cornell University) · no summary yet**Bingyi Kang et al.*2019 · 257 citations*
22. [**Long-term Recurrent Convolutional Networks for Visual Recognition and Description arXiv:1411.4389**Jeff Donahue, Lisa Anne Hendricks, Marcus Rohrbach, et al.*2014 · 245 citations*](https://md.research.elamur.ai/free/en/papers/donahue-2014-long-term-recurrent-convolutional-networks/)
23. **[Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA ↗](https://doi.org/10.1109/cvpr42600.2020.01001) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Ronghang Hu et al.*2020 · 240 citations*
24. **[KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA ↗](https://doi.org/10.1109/cvpr46437.2021.01389) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Kenneth Marino et al.*2021 · 222 citations*
25. **[Visual Coreference Resolution in Visual Dialog Using Neural Module Networks ↗](https://doi.org/10.1007/978-3-030-01267-0_10) Lecture notes in computer science · no summary yet**Satwik Kottur et al.*2018 · 200 citations*
26. **[Cycle-Consistency for Robust Visual Question Answering ↗](https://doi.org/10.1109/cvpr.2019.00681) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Meet Shah et al.*2019 · 195 citations*
27. **[Grounded Video Description ↗](https://doi.org/10.1109/cvpr.2019.00674) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Luowei Zhou et al.*2019 · 195 citations*
28. **[Captioning Images with Diverse Objects ↗](https://doi.org/10.1109/cvpr.2017.130) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Subhashini Venugopalan et al.*2017 · 194 citations*
29. **[Pythia v0.1: the Winning Entry to the VQA Challenge 2018 ↗](https://arxiv.org/abs/1807.09956) arXiv (Cornell University) · no summary yet**Yu Lian Jiang et al.*2018 · 181 citations*
30. **[Adversarial Continual Learning ↗](https://doi.org/10.1007/978-3-030-58621-8_23) Lecture notes in computer science · no summary yet**Sayna Ebrahimi et al.*2020 · 173 citations*
31. **[Multimodal Video Description ↗](https://doi.org/10.1145/2964284.2984066) ACM International Conference on Multimedia (ACM MM) · no summary yet**Vasili Ramanishka et al.*2016 · 140 citations*
32. **[Adversarial Inference for Multi-Sentence Video Description ↗](https://doi.org/10.1109/cvpr.2019.00676) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Jae Sung Park et al.*2019 · 99 citations*
33. **[CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication](https://md.research.elamur.ai/free/en/papers/kim-2019-codraw-collaborative-drawing-as-testbed/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jin-Hwa Kim, Nikita Kitaev, Xinlei Chen, et al.*2019 · 94 citations*
34. **[A Dataset for Telling the Stories of Social Media Videos ↗](https://aclanthology.org/D18-1117/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Spandana Gella, Mike Lewis, Marcus Rohrbach*2018 · 79 citations*
35. **[Generating Descriptions with Grounded and Co-referenced People ↗](https://doi.org/10.1109/cvpr.2017.447) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Anna Rohrbach et al.*2017 · 60 citations*
36. **[Attentive Explanations: Justifying Decisions and Pointing to the Evidence ↗](https://arxiv.org/abs/1612.04757) arXiv (Cornell University) · no summary yet**Dong Huk Park et al.*2016 · 60 citations*
37. **[Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly ↗](https://doi.org/10.1007/978-3-031-20059-5_9) Lecture notes in computer science · no summary yet**Spencer Whitehead et al.*2022 · 57 citations*
38. **[CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog ↗](https://aclanthology.org/N19-1058/) Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yet**Satwik Kottur et al.*2019 · 54 citations*
39. **[Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering ↗](https://arxiv.org/abs/1902.07864) arXiv (Cornell University) · no summary yet**Ramakrishna Vedantam et al.*2019 · 53 citations*
40. **[Remembering for the right reasons: Explanations reduce catastrophic forgetting ↗](https://doi.org/10.1002/ail2.44) Applied AI Letters · no summary yet**Sayna Ebrahimi et al.*2021 · 44 citations*
41. **[Uncertainty-guided Continual Learning with Bayesian Neural Networks ↗](https://arxiv.org/abs/1906.02425) arXiv (Cornell University) · no summary yet**Sayna Ebrahimi et al.*2019 · 39 citations*
42. **[Commonsense in Parts: Mining Part-Whole Relations from the Web and Image Tags ↗](https://doi.org/10.1609/aaai.v30i1.9992) AAAI-16 · no summary yet**Niket Tandon et al.*2016 · 31 citations*
43. **[Spatial Semantic Regularisation for Large Scale Object Detection ↗](https://doi.org/10.1109/iccv.2015.232) IEEE International Conference on Computer Vision (ICCV) · no summary yet**Damian Mrowca et al.*2015 · 19 citations*
44. **[Utilizing Large Scale Vision and Text Datasets for Image Segmentation from Referring Expressions ↗](https://arxiv.org/abs/1608.08305) arXiv (Cornell University) · no summary yet**Ronghang Hu et al.*2016 · 16 citations*
45. [**When To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM Reasoning arXiv:2504.01005**Nishad Singhi, Hritik Bansal, Arian Hosseini, et al.*2025 · 12 citations*](https://md.research.elamur.ai/free/en/papers/singhi-2025-solve-verify-compute-optimal-problem/)
46. **[Simple Token-Level Confidence Improves Caption Correctness ↗](https://doi.org/10.1109/wacv57701.2024.00564) IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · no summary yet**Suzanne Petryk et al.*9 citations*
47. **[Attentive Explanations: Justifying Decisions and Pointing to the Evidence (Extended Abstract) ↗](https://arxiv.org/abs/1711.07373) arXiv (Cornell University) · no summary yet**Dong Huk Park et al.*2017 · 5 citations*
48. **[VeriTaS: The First Dynamic Benchmark for Multimodal Automated Fact-Checking](https://md.research.elamur.ai/free/en/papers/rothermel-2026-veritas-first-dynamic-benchmark-multimodal/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Mark Rothermel, Marcus Kornmann, Marcus Rohrbach, et al.*2026 · 3 citations*
49. **[Uncertainty-Guided Continual Learning in Bayesian Neural Networks - Extended Abstract. ↗](https://openalex.org/W2967365820) no summary yet**Sayna Ebrahimi et al.*2019 · 3 citations*
50. **[Uncertainty-guided Lifelong Learning in Bayesian Networks ↗](https://openalex.org/W2922453456) no summary yet**Sayna Ebrahimi et al.*2018 · 1 citation*
51. **[深部組成キャプション付け:対訓練データを用いない新しい記述オブジェクトカテゴリー【Powered by NICT】 ↗](https://openalex.org/W2749962028) IEEE Conference Proceedings · no summary yet**Lisa Anne Hendricks et al.*2016*