Publications

Pythia: Improving Datacenter Utilization via Precise Contention Prediction for Multiple Co-located Workloads

Xu, R., Mitra, S., Rahman, J., Bai, P., Zhou, B., Bronevetsky, G., Bagchi, S. (Dec. 10, 2018)

In the Proceedings of the 19th ACM International Middleware Conference (Middleware 2018)

Reinforcement Learning with a Dynamic Action Set

Chandak, Y., Theocharous, G., Kostas, J., Thomas, P. (Dec. 7, 2018)

Workshop on Continual Learning (NeurIPS 2018)

Self-Supervised Generation of Spatial Audio for 360° Video

Morgado, P., Vasconcelos, N., Langlois, T., Wang, O. (Dec. 3, 2018)

Neural Information Processing Systems (NIPS)

Scalar Posterior Sampling with Applications

Theocharous, G., Wen, Z., Abbasi-Yadkori, Y., Vlassis, N. (Dec. 3, 2018)

Neural Information Processing Systems (NeurIPS 2018)

SCORES: Shape Composition with Recursive Substructure Priors

Zhu, C., Xu, K., Chaudhuri, S., Yi, R., Zhang, H. (Dec. 1, 2018)

SIGGRAPH Asia

Learning to Reconstruct Shape and Spatially-Varying Reflectance from a Single Image

Li, Z., Xu, Z., Ramamoorthi, R., Sunkavalli, K., Chandraker, M. (Nov. 22, 2018)

ACM Transactions on Graphics (Proc. SIGGRAPH Asia) 2018

OptCuts: Joint Optimization of Surface Cuts and Parameterization

Li, M., Kaufman, D., Kim, V., Solomon, J., Sheffer, A. (Nov. 15, 2018)

SIGGRAPH Asia

Localizing Moments in Video with Temporal Language

Hendricks, L., Wang, O., Shechtman, E., Sivic, J., Darrell, T., Russell, B. (Nov. 1, 2018)

Empirical Methods in Natural Language Processing (EMNLP'18)

When science journalism meets artificial intelligence : An interactive demonstration

Vadapalli, R., Syed, B., Prabhu, N., Srinivasan, B., Varma, V. (Oct. 31, 2018)

Conference on Empirical Methods in Natural Language Processing (EMNLP) demo track

Sci-Blogger: A step towards automated science journalism

Vadapalli, R., Syed, B., Prabhu, N., Srinivasan, B., Varma, V. (Oct. 22, 2018)

27th ACM International Conference on Information and Knowledge Management (CIKM)

DeepCompare: Visual and Interactive Comparison of Deep Learning Models

Murugesan, S., Malik, S., Du, F., Koh, E., Lai, T. (Oct. 22, 2018)

Proceedings of Visualization in Data Science (Proc. VDS 2018)

MAQUI: Interweaving Queries and Pattern Mining for Recursive Event Sequence Exploration

Law, P., Liu, L., Malik, S., Basole, R. (Oct. 22, 2018)

IEEE Transactions on Visualization and Computer Graphics (VIS 2018)

Perceptual Similarity Ranking of Temporal Heatmaps Using Convolutional Neural Networks

Malik, S., Kim, S., Koh, E. (Oct. 22, 2018)

Proceedings of the Workshop on Understanding Subjective Attributes of Data, with the Focus on Evoked Emotions (EE-USAD 2018)

Script-driven Performance Animation

Subramonyam, H., Li, W., Adar, E., Dontcheva, M. (Oct. 15, 2018)

ACM Symposium on User Interface Software and Technology (UIST)

Multiplanes: Assisted Freehand VR Drawing

Machuca, M., Asente, P., Lu, J., Kim, B., Stuerzlinger, W. (Oct. 13, 2018)

6th ACM Symposium on Spatial User Interaction (SUI)

3D-CODED : 3D Correspondences by Deep Deformation

Groueix, T., Fisher, M., Kim, V., Russell, B., Aubry, M. (Sep. 16, 2018)

ECCV

Real-Time Hair Rendering using Sequential Adversarial Networks

Wei, L., Hu, L., Kim, V., Yumer, E., Li, H. (Sep. 15, 2018)

ECCV

SwapNet: Image Based Garment Transfer

Raj, A., Sankloy, P., Chang, H., Hays, J., Ceylan, D., Lu, J. (Sep. 12, 2018)

European Conference on Computer Vision (ECCV)

Learning Blind Video Temporal Consistency

Lai, W., Huang, J., Wang, O., Shechtman, E., Yumer, E., Yang, M., Shechtman, S. (Sep. 11, 2018)

European Conference on Computer Vision (ECCV'18)

MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics

Yan, X., Rastogi, A., Villegas, R., Sunkavalli, K., Shechtman, E., Hadap, S., Yumer, E., Lee, H. (Sep. 10, 2018)

European Conference on Computer Vision (ECCV'18)