Publications

Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation

Gehrmann, S., Layne, S., Dernoncourt, F. (Jun. 7, 2019)
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)

Sketching and layering graffiti primitives

Berio, D., Asente, P., Echevarria, J., Leymarie, F. (May. 5, 2019)
Expressive 2019

Gated Convolutional Encoder-Decoder for Semi-Supervised Affect Prediction

Chawla*, K., Khosla*, S., Chhaya, N. (Apr. 14, 2019)
The 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)

Stuck? No worries!: Task-aware Command Recommendation and Proactive Help for Analysts

Nambhi, A., Reddy, B., Agarwal, A., Verma, G., Singh, H., Burhanuddin, I. (Apr. 10, 2019)
ACM Conference on User Modeling, Adaptation and Personalization (UMAP ’19)

Content-based Layout Optimization

Srinivasan, B., Vinay, V., Chhaya, N. (Mar. 20, 2019)
ACM IUI Workshop on Exploratory Search and Interactive Data Analytics

Exemplar based Experience Transfer

Maheshwari, P., Bansal, N., Dwivedi, S., Kumar, R., Maneriker, P., Srinivasan, B. (Mar. 17, 2019)
24th ACM International Conference on Intelligent User Interfaces (IUI)

Metrics based Content Layouting

Srinivasan, B., Vinay, V., Chhaya, N. (Mar. 17, 2019)
24th ACM International Conference on Intelligent User Interfaces (IUI Poster)

Learning Affective Correspondence between Music and Image

Verma, G., Dhekane, E., Guha, T. (Feb. 1, 2019)
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019

Surveys without Questions: A Reinforcement Learning Approach

Sinha, A., Jain, D., Sheoran, N., Khosla, S., Sasidharan, R. (Jan. 30, 2019)
AAAI 2019

Improving generation quality of pointer networks via guided attention

Chawla, K., Krishna, K., Srinivasan, B. (Jan. 28, 2019)
AAAI Workshop on Network Interpretability for Deep Learning

Spatial Knowledge Distillation to Aid Visual Reasoning

Aditya, S., Saha, R., Yang, Y., Baral, C. (Jan. 7, 2019)
2019 IEEE Winter Conference on Applications of Computer Vision (WACV)

Visualizing Uncertainty and Alternatives in Event Sequence Predictions

Guo, S., Du, F., Malik, S., Koh, E., Kim, S., Liu, L., Kim, D., Zha, H., Cao, N. (Jan. 4, 2019)
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI 2019)

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)

A Comparison Study of Human Evaluated Automated Highlighting Systems

Spala, S., Dernoncourt, F., Chang, W., Dockhorn, C. (Dec. 2, 2018)
PACLIC

SCORES: Shape Composition with Recursive Substructure Priors

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

Show and Recall @ MediaEval 2018 ViMemNet: Predicting Video Memorability

Chaudhry, R., Kilaru, M., Shekhar, S. (Nov. 23, 2018)
MediaEval 2018

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
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