Publications

The latest list can be found on my Google Scholar profile. PDFs, code and datasets can be found on the Research Projects page.

Conference Papers

  • D. Fried*, R. Hu*, V. Cirik*, A. Rohrbach, J. Andreas, L.-P. Morency, T. Berg-Kirkpatrick, K. Saenko, D. Klein**, T. Darrell**, Speaker-Follower Models for Vision-and-Language Navigation. in NIPS, 2018.
  • R. Hu, J. Andreas, T. Darrell, K. Saenko, Explainable Neural Computation via Stack Neural Module Networks. in ECCV, 2018.
  • L. A. Hendricks, R. Hu, T. Darrell, Z. Akata, Grounding Visual Explanations. in ECCV, 2018.
  • R. Hu, P. Dollár, K. He, T. Darrell, R. Girshick, Learning to Segment Every Thing. in CVPR, 2018.
  • R. Hu, J. Andreas, M. Rohrbach, T. Darrell, K. Saenko, Learning to Reason: End-to-End Module Networks for Visual Question Answering. in ICCV, 2017.
  • R. Hu, M. Rohrbach, J. Andreas, T. Darrell, K. Saenko, Modeling Relationships in Referential Expressions with Compositional Modular Networks. in CVPR, 2017.
  • R. Hu, M. Rohrbach, T. Darrell, Segmentation from Natural Language Expressions. in ECCV, 2016.
  • A. Rohrbach, M. Rohrbach, R. Hu, T. Darrell, B. Schiele, Grounding of Textual Phrases in Images by Reconstruction. in ECCV, 2016.
  • R. Hu, H. Xu, M. Rohrbach, J. Feng, K. Saenko, T. Darrell, Natural Language Object Retrieval. in CVPR, 2016.
  • D. Mrowca, M. Rohrbach, J. Hoffman, R. Hu, K. Saenko, T. Darrell, Spatial Semantic Regularisation for Large Scale Object Detection. in ICCV, 2015.
  • J. Hoffman, S. Guadarrama, E. Tzeng, R. Hu, J. Donahue, R. Girshick, T. Darrell, K. Saenko, LSDA: Large Scale Detection through Adaptation. in NIPS, 2014.

(*, **: indicates equal contribution)