← Authors

Marcus Rohrbach

58 papers · 2013–2025 · 11 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (85) 🌍 Conference Polyglot (11) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (12) 🌟 Keyword Trendsetter Combo (9) 🏠 Conference Loyalist (23) 🀝 Dynamic Duo (19) πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ† Keyword Champion (6) πŸ† Grand Slam ⚑ Prolific Year (13) πŸ—ƒοΈ Keyword Collector (203) πŸ’Ž Century Club (58) πŸ”₯ Unstoppable (11) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

CVPR (23) ECCV (9) ICCV (7) ICLR (5) EMNLP (3) NAACL (3) AAAI (2) ACL (2) ICML (2) NIPS (1) WACV (1)

Top co-authors

Trevor Darrell (19) Anna Rohrbach (10) Kate Saenko (9) Devi Parikh (8) Xinlei Chen (7) Yannis Kalantidis (7) Ronghang Hu (7) Bernt Schiele (6) Laura Sevilla-Lara (6) Lisa Anne Hendricks (5)

Keywords

visual question answering (11) multimodal learning (9) image captioning (7) video captioning (6) video description (6) video understanding (5) transfer learning (4) visual grounding (4) action recognition (3) zero-shot learning (3) convolutional neural network (3) multi-modal learning (3) question generation (2) coreference resolution (2) semantic representation (2) visual dialog (2) video classification (2) scene understanding (2) representation learning (2) object detection (2)

Papers

DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts ICML 2025
Predicting Implicit Arguments in Procedural Video Instructions ACL 2025
V^2Dial: Unification of Video and Visual Dialog via Multimodal Experts CVPR 2025
Efficient Pre-training for Localized Instruction Generation of Procedural Videos ECCV 2024
InFact: A Strong Baseline for Automated Fact-Checking EMNLP 2024
Simple Token-Level Confidence Improves Caption Correctness WACV 2024
Improving Selective Visual Question Answering by Learning From Your Peers CVPR 2023
Learning To Recognize Procedural Activities With Distant Supervision CVPR 2022
Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly ECCV 2022
Learn2Augment: Learning to Composite Videos for Data Augmentation in Action Recognition ECCV 2022
CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition ECCV 2022
FLAVA: A Foundational Language and Vision Alignment Model CVPR 2022
SMART Frame Selection for Action Recognition AAAI 2021
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA CVPR 2021
Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting ICLR 2021
Decoupling Representation and Classifier for Long-Tailed Recognition ICLR 2020
In Defense of Grid Features for Visual Question Answering CVPR 2020
Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA CVPR 2020
12-in-1: Multi-Task Vision and Language Representation Learning CVPR 2020
TextCaps: a Dataset for Image Captioning with Reading Comprehension ECCV 2020
Adversarial Continual Learning ECCV 2020
Learning to Generate Grounded Visual Captions without Localization Supervision ECCV 2020
Uncertainty-guided Continual Learning with Bayesian Neural Networks ICLR 2020
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition CVPR 2019
Graph-Based Global Reasoning Networks CVPR 2019
CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog NAACL 2019
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks With Octave Convolution ICCV 2019
Selfless Sequential Learning ICLR 2019
Efficient Lifelong Learning with A-GEM ICLR 2019
Large-Scale Visual Relationship Understanding AAAI 2019
Grounded Video Description CVPR 2019
Adversarial Inference for Multi-Sentence Video Description CVPR 2019
Cycle-Consistency for Robust Visual Question Answering CVPR 2019
Towards VQA Models That Can Read CVPR 2019
Probabilistic Neural Symbolic Models for Interpretable Visual Question Answering ICML 2019
CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication ACL 2019
Visual Coreference Resolution in Visual Dialog using Neural Module Networks ECCV 2018
A Dataset for Telling the Stories of Social Media Videos EMNLP 2018
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence CVPR 2018
Memory Aware Synapses: Learning what (not) to forget ECCV 2018
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training ICCV 2017
Learning to Reason: End-To-End Module Networks for Visual Question Answering ICCV 2017
Modeling Relationships in Referential Expressions With Compositional Modular Networks CVPR 2017
Generating Descriptions With Grounded and Co-Referenced People CVPR 2017
Captioning Images With Diverse Objects CVPR 2017
Neural Module Networks CVPR 2016
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding EMNLP 2016
Learning to Compose Neural Networks for Question Answering NAACL 2016
Natural Language Object Retrieval CVPR 2016
Deep Compositional Captioning: Describing Novel Object Categories Without Paired Training Data CVPR 2016
Spatial Semantic Regularisation for Large Scale Object Detection ICCV 2015
Sequence to Sequence - Video to Text ICCV 2015
Ask Your Neurons: A Neural-Based Approach to Answering Questions About Images ICCV 2015
Translating Videos to Natural Language Using Deep Recurrent Neural Networks NAACL 2015
A Dataset for Movie Description CVPR 2015
Long-Term Recurrent Convolutional Networks for Visual Recognition and Description CVPR 2015
Translating Video Content to Natural Language Descriptions ICCV 2013
Transfer Learning in a Transductive Setting NIPS 2013