vix.ing · top · new · best · stats · spec

Rohrbach, Marcus

  1. Towards VQA Models That Can Read
    2019/04/18 by Singh, Amanpreet, Natarajan, Vivek, Shah, Meet +5 · 274 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. Memory Aware Synapses: Learning what (not) to forget
    2017/11/27 by Aljundi, Rahaf, Babiloni, Francesca, Elhoseiny, Mohamed +2 · 81 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (stat.ML)
  3. Efficient Lifelong Learning with A-GEM
    2018/12/02 by Arslan Chaudhry, Marc’Aurelio Ranzato, Chaudhry, Arslan +5 · 72 citations
    Computer Science · #Advanced Data Compression Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. TextCaps: a Dataset for Image Captioning with Reading Comprehension
    2020/03/24 by Sidorov, Oleksii, Hu, Ronghang, Rohrbach, Marcus +1 · 44 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. Long-term Recurrent Convolutional Networks for Visual Recognition and Description
    2014/11/17 by Jeff Donahue, Lisa Anne Hendricks, Donahue, Jeff +11 · 29 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  6. FLAVA: A Foundational Language And Vision Alignment Model
    2021/12/08 by Singh, Amanpreet, Hu, Ronghang, Goswami, Vedanuj +4 · 45 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Segmentation from Natural Language Expressions
    2016/03/20 by Hu, Ronghang, Rohrbach, Marcus, Darrell, Trevor · 30 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. Sequence to Sequence -- Video to Text
    2015/05/03 by Subhashini Venugopalan, Marcus Rohrbach, Venugopalan, Subhashini +9 · 36 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Video Analysis and Summarization
  9. Neural Module Networks
    2015/11/09 by Andreas, Jacob, Rohrbach, Marcus, Darrell, Trevor +1 · 24 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  10. Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding
    2016/06/06 by Akira Fukui, Dong Huk Park, Fukui, Akira +9 · 35 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  11. A Dataset for Movie Description
    2015/01/12 by Anna Rohrbach, Rohrbach, Anna, Marcus Rohrbach +5 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  12. On Tiny Episodic Memories in Continual Learning
    2019/02/27 by Arslan Chaudhry, Chaudhry, Arslan, Marcus Rohrbach +11 · 23 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and ELM
  13. Ask Your Neurons: A Neural-based Approach to Answering Questions about\n Images
    2015/05/05 by Mateusz Malinowski, Marcus Rohrbach, Malinowski, Mateusz +3 · 28 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  14. Generating Visual Explanations
    2016/03/28 by Lisa Anne Hendricks, Hendricks, Lisa Anne, Zeynep Akata +9 · 21 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  15. Multimodal Explanations: Justifying Decisions and Pointing to the\n Evidence
    2018/02/15 by Dong Huk Park, Lisa Anne Hendricks, Park, Dong Huk +11 · 11 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Explainable Artificial Intelligence (XAI)
  16. Movie Description
    2016/05/12 by Rohrbach, Anna, Torabi, Atousa, Rohrbach, Marcus +5 · 10 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. Pythia v0.1: the Winning Entry to the VQA Challenge 2018
    2018/07/26 by Yu Jiang, Vivek Natarajan, Jiang, Yu +9 · 21 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  18. Modeling Relationships in Referential Expressions with Compositional Modular Networks
    2016/11/30 by Ronghang Hu, Marcus Rohrbach, Hu, Ronghang +7 · 15 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Human Pose and Action Recognition
  19. Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution
    2019/04/10 by Yunpeng Chen, Chen, Yunpeng, Haoqi Fan +13 · 15 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition
  20. Graph-Based Global Reasoning Networks
    2018/11/30 by Chen, Yunpeng, Rohrbach, Marcus, Yan, Zhicheng +3 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Natural Language Object Retrieval
    2015/11/13 by Ronghang Hu, Hu, Ronghang, Huazhe Xu +9 · 10 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  22. Adversarial Continual Learning
    2020/03/21 by Ebrahimi, Sayna, Meier, Franziska, Calandra, Roberto +2 · 9 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  23. Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly
    2022/04/28 by Spencer Whitehead, Whitehead, Spencer, Suzanne Petryk +11 · 10 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  24. KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain\n Knowledge-Based VQA
    2020/12/20 by Kenneth Marino, Xinlei Chen, Marino, Kenneth +7 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  25. Chrono: A Simple Blueprint for Representing Time in MLLMs
    2024/06/26 by Meinardus, Boris, Rodriguez, Hector, Batra, Anil +2 · 12 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. Cycle-Consistency for Robust Visual Question Answering
    2019/02/15 by Shah, Meet, Chen, Xinlei, Rohrbach, Marcus +1 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. Grounded Video Description
    2018/12/17 by Zhou, Luowei, Kalantidis, Yannis, Chen, Xinlei +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA
    2019/11/14 by Ronghang Hu, Amanpreet Singh, Hu, Ronghang +5 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  29. 12-in-1: Multi-Task Vision and Language Representation Learning
    2019/12/05 by Jiasen Lu, Vedanuj Goswami, Lu, Jiasen +7 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  30. Improving Selective Visual Question Answering by Learning from Your Peers
    2023/06/14 by Dancette, Corentin, Whitehead, Spencer, Maheshwary, Rishabh +5 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. DEFAME: Dynamic Evidence-based FAct-checking with Multimodal Experts
    2024/12/13 by Tobias Braun, Mark Rothermel, Braun, Tobias +5 · 1 voice · 10 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Software Engineering Research #Software Engineering Techniques and Practices #cs.CL #cs.CV
  32. Learning to Compose Neural Networks for Question Answering
    2016/01/07 by Jacob Andreas, Andreas, Jacob, Marcus Rohrbach +5 · 2 voices
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE) #cs.CL #cs.CV #cs.NE
  33. Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training
    2017/03/30 by Rakshith Shetty, Marcus Rohrbach, Shetty, Rakshith +7 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  34. CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog
    2019/03/07 by Kottur, Satwik, Moura, José M. F., Parikh, Devi +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. SMART Frame Selection for Action Recognition
    2020/12/19 by Gowda, Shreyank N, Rohrbach, Marcus, Sevilla-Lara, Laura · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. When To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM Reasoning
    2025/04/01 by Nishad Singhi, Singhi, Nishad, Hritik Bansal +11 · 11 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Topic Modeling
  37. Learning To Recognize Procedural Activities with Distant Supervision
    2022/01/26 by Xudong Lin, Lin, Xudong, Fabio Petroni +9 · 3 citations
    Computer Science · #Human Pose and Action Recognition #Video Analysis and Summarization #Music and Audio Processing
  38. Learning to Reason: End-to-End Module Networks for Visual Question Answering
    2017/04/18 by Hu, Ronghang, Andreas, Jacob, Rohrbach, Marcus +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. Attentive Explanations: Justifying Decisions and Pointing to the\n Evidence
    2016/12/14 by Dong Huk Park, Park, Dong Huk, Lisa Anne Hendricks +9 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Visual Attention and Saliency Detection #Domain Adaptation and Few-Shot Learning
  40. Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering
    2019/02/21 by Ramakrishna Vedantam, Karan Desai, Vedantam, Ramakrishna +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
  41. Uncertainty-guided Continual Learning with Bayesian Neural Networks
    2019/06/06 by Ebrahimi, Sayna, Elhoseiny, Mohamed, Darrell, Trevor +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  42. Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting
    2020/10/04 by Ebrahimi, Sayna, Petryk, Suzanne, Gokul, Akash +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  43. Large-Scale Visual Relationship Understanding
    2018/04/27 by Ji Zhang, Zhang, Ji, Yannis Kalantidis +9 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  44. Learn2Augment: Learning to Composite Videos for Data Augmentation in Action Recognition
    2022/06/09 by Gowda, Shreyank N, Rohrbach, Marcus, Keller, Frank +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  45. Simple Token-Level Confidence Improves Caption Correctness
    2023/05/11 by Petryk, Suzanne, Whitehead, Spencer, Gonzalez, Joseph E. +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  46. Translating Videos to Natural Language Using Deep Recurrent Neural Networks
    2014/12/15 by Venugopalan, Subhashini, Xu, Huijuan, Donahue, Jeff +3 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  47. Selfless Sequential Learning
    2018/06/14 by Rahaf Aljundi, Aljundi, Rahaf, Marcus Rohrbach +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
  48. Visual Coreference Resolution in Visual Dialog using Neural Module Networks
    2018/09/06 by Kottur, Satwik, Moura, José M. F., Parikh, Devi +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  49. CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition
    2021/01/18 by Shreyank N Gowda, Laura Sevilla-Lara, Gowda, Shreyank N +5 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition
  50. A New Split for Evaluating True Zero-Shot Action Recognition
    2021/07/27 by Gowda, Shreyank N, Sevilla-Lara, Laura, Kim, Kiyoon +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  51. CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication
    2017/12/15 by Jin-Hwa Kim, Kim, Jin-Hwa, Nikita Kitaev +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  52. Erased but Not Forgotten: How Backdoors Compromise Concept Erasure
    2025/04/29 by Grebe, Jonas Henry, Braun, Tobias, Rohrbach, Marcus +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  53. Variational Visual Question Answering for Uncertainty-Aware Selective Prediction
    2025/05/14 by T. Wieczorek, Wieczorek, Tobias Jan, Nathalie Daun +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  54. Deep Compositional Captioning: Describing Novel Object Categories\n without Paired Training Data
    2015/11/17 by Lisa Anne Hendricks, Subhashini Venugopalan, Hendricks, Lisa Anne +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications