| Long-term Recurrent Convolutional Networks for Visual Recognition and Description J Donahue, LA Hendricks, M Rohrbach, S Venugopalan, S Guadarrama, ... IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 39 (4), 2017 | 7295 | 2017 |
| Sequence to Sequence - Video to Text S Venugopalan, M Rohrbach, J Donahue, R Mooney, T Darrell, K Saenko IEEE International Conference on Computer Vision (ICCV), 2015 | 1643 | 2015 |
| Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding A Fukui, DH Park, D Yang, A Rohrbach, T Darrell, M Rohrbach Conference on Empirical Methods in Natural Language Processing (EMNLP), 2016 | 1639 | 2016 |
| Neural module networks J Andreas, M Rohrbach, T Darrell, D Klein IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 | 1265 | 2016 |
| Memory Aware Synapses: Learning what (not) to forget R Aljundi, F Babiloni, M Elhoseiny, M Rohrbach, T Tuytelaars European Conference on Computer Vision (ECCV), 2018 | 1215 | 2018 |
| Translating Videos to Natural Language Using Deep Recurrent Neural Networks S Venugopalan, H Xu, J Donahue, M Rohrbach, R Mooney, K Saenko NAACL: Conference of the North American Chapter of the Association for …, 2015 | 1152 | 2015 |
| Efficient Lifelong Learning with A-GEM A Chaudhry, MA Ranzato, M Rohrbach, M Elhoseiny International Conference on Learning Representations (ICLR), 2019 | 1091 | 2019 |
| Decoupling Representation and Classifier for Long-Tailed Recognition B Kang, S Xie, M Rohrbach, Z Yan, A Gordo, J Feng, Y Kalantidis International Conference on Learning Representations (ICLR), 2020 | 974 | 2020 |
| Ask Your Neurons: A Neural-based Approach to Answering Questions about Images M Malinowski, M Rohrbach, M Fritz IEEE International Conference on Computer Vision (ICCV), 2015 | 737 | 2015 |
| Generating Visual Explanations LA Hendricks, Z Akata, M Rohrbach, J Donahue, B Schiele, T Darrell European Conference on Computer Vision (ECCV), 2016 | 678 | 2016 |
| A Database for Fine Grained Activity Detection of Cooking Activities M Rohrbach, S Amin, M Andriluka, B Schiele IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012 | 678 | 2012 |
| Learning to Compose Neural Networks for Question Answering J Andreas, M Rohrbach, T Darrell, D Klein NAACL: North American Chapter of the Association for Computational …, 2016 | 640 | 2016 |
| Learning to Reason: End-to-End Module Networks for Visual Question Answering R Hu, J Andreas, M Rohrbach, T Darrell, K Saenko IEEE International Conference on Computer Vision (ICCV), 2017 | 630 | 2017 |
| On tiny episodic memories in continual learning A Chaudhry, M Rohrbach, M Elhoseiny, T Ajanthan, PK Dokania, ... ICML Workshop on Multi-Task and Lifelong Reinforcement Learning, 2019 | 612* | 2019 |
| Natural Language Object Retrieval R Hu, H Xu, M Rohrbach, J Feng, K Saenko, T Darrell IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016 | 592 | 2016 |
| Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution Y Chen, H Fang, B Xu, Z Yan, Y Kalantidis, M Rohrbach, S Yan, J Feng IEEE International Conference on Computer Vision (ICCV), 2019 | 550 | 2019 |
| A Dataset for Movie Description A Rohrbach, M Rohrbach, N Tandon, B Schiele IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015 | 545 | 2015 |
| Grounding of Textual Phrases in Images by Reconstruction A Rohrbach, M Rohrbach, R Hu, T Darrell, B Schiele European Conference on Computer Vision (ECCV), 2016 | 508 | 2016 |
| Multimodal Explanations: Justifying Decisions and Pointing to the Evidence DH Park, LA Hendricks, Z Akata, A Rohrbach, B Schiele, T Darrell, ... IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 | 502* | 2018 |
| Graph-Based Global Reasoning Networks Y Chen, M Rohrbach, Z Yan, S Yan, J Feng, Y Kalantidis IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 | 470 | 2019 |
Trevor DarrellProfessor of Computer Science, U.C. BerkeleyVerified email at eecs.berkeley.edu
