Publications

Exploiting semi-supervised training through a dropout regularization in end-to-end speech recognition

Dey, S., Motlicek, P., Bui, T., Dernoncourt, F. (Sep. 20, 2019)
Interspeech 2019

Learning Emphasis Selection for Written Text in Visual Media from Crowd-Sourced Label Distributions

Shirani, A., Dernoncourt, F., Asente, P., Lipka, N., Kim, S., Echevarria, J., Solorio, T. (Aug. 2, 2019)
ACL 2019

Scoring Sentence Singletons and Pairs for Abstractive Summarization

Lebanoff, L., Song, K., Dernoncourt, F., Kim, D., Kim, S., Chang, W., Liu, F. (Aug. 2, 2019)
ACL 2019

Stylizing Video by Example

Jamriška, O., Sochorová, S., Texler, O., Lukáč, M., Fišer, J., Lu, J., Shechtman, E., Sýkora, D. (Aug. 1, 2019)
ACM Transactions on Graphics (Proc. SIGGRAPH'19)

Text-based Editing of Talking-head Video

Fried, O., Tewari, A., Zollhofer, M., Finkelstein, A., Shechtman, E., Goldman, D., Genova, K., Jin, Z., Theobalt, C., Agarwala, M. (Aug. 1, 2019)
ACM Transactions on Graphics (Proc. SIGGRAPH'19)

iMapper: Interaction-guided Scene Mapping from Monocular Videos

Monszpart, A., Guerrero, P., Ceylan, D., Yumer, E., Mitra, N. (Aug. 1, 2019)
ACM Transactions on Graphics (Proc. SIGGRAPH'19)

Modeling Visual Relationships in Language

Tan, H., Dernoncourt, F., Lin, Z., Bui, T., Bansal, M. (Jul. 28, 2019)
Proc. of ACL

Improving Generalization over Large Action Sets

Chandak, Y., Theocharous, G., Kostas, J., Jordan, S., Thomas, P. (Jul. 7, 2019)
4th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2019)

The Effect of Spatial Ability on Immersive 3D Drawing

Asente, P., Machuca, M., Stuerzlinger, W. (Jun. 23, 2019)
C&C '19: Proceedings of the 2019 ACM SIGCHI Conference on Creativity and Cognition

Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction

Hsuan-Lin, C., Wang, O., Russell, B., Shechtman, E., Kim, V., Fisher, M., Lucey, S., Shechtman, S. (Jun. 18, 2019)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR'19)

Im2Pencil: Controllable Pencil Illustration from Photographs

Li, Y., Fang, C., Hertzmann, A., Shechtman, E., Yang, M. (Jun. 18, 2019)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR'19)

Texture Mixer: A Network for Controllable Synthesis and Interpolation of Texture

Yu, N., Barnes, C., Shechtman, E., Amirghodsi, S., Lukáč, M. (Jun. 18, 2019)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR'19)

On the Continuity of Rotation Representations in Neural Networks

Zhou, Y., Barnes, C., Lu, J., Yang, J., Li, H. (Jun. 15, 2019)
CVPR 2019

Learning to Generate Textures on 3D Meshes

Raj, A., Ham, C., Barnes, C., Hays, J., Kim, V., Lu, J. (Jun. 15, 2019)
CVPR 2019 Workshop on Deep Generative models for 3D understanding

Making Convolutional Networks Shift-Invariant Again

Zhang, R. (Jun. 12, 2019)
International Conference on Machine Learning (ICML)

Learning Action Representations for Reinforcement Learning

Chandak, Y., Theocharous, G., Kostas, J., Jordan, S., Thomas, P. (Jun. 10, 2019)
Thirty-sixth International Conference on Machine Learning (ICML 2019)

Personalizing with Human Cognitive Biases

Theocharous, G., Healey, J., Mahadevan, S., Saad, M. (Jun. 9, 2019)
User Modeling and Adaptation conference - Theory Opinion and Reflection: UMAP 19 - TOR

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)

StyleBlit: Fast Example-Based Stylization with Local Guidance

Sýkora, D., Jamriska, O., Lu, J., Shechtman, E. (May. 6, 2019)
Eurographics 2019

Enhancing Neural Style Transfer using Patch-Based Synthesis

Texler, O., Fišer, J., Lukáč, M., Lu, J., Shechtman, E., Sýkora, D. (May. 6, 2019)
Expressive 2019
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