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Publications
Our publications provide insight into some of our leading-edge research.
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Artificial Intelligence and Machine Learning
Computer Vision
Clear all
2019
Artificial Intelligence and Machine Learning
Computer Vision
2019
Few-Shot Video-to-Video Synthesis
Ting-Chun Wang
,
Ming-Yu Liu
, Andrew Tao, Guilin Liu,
Jan Kautz
, Bryan Catanzaro
Dance to Music
Hsin-Ying Lee,
Xiaodong Yang
,
Ming-Yu Liu
,
Ting-Chun Wang
, Yu-Ding Lu, Ming-Hsuan Yang,
Jan Kautz
Joint Optimization for Cooperative Image Captioning
Gilad Vered, Gal Oren,
Yuval Atzmon
,
Gal Chechik
Neural Inverse Rendering of an Indoor Scene from a Single Image
Soumyadip Sengupta, Jinwei Gu, Kihwan Kim, Guilin Liu, David W. Jacobs,
Jan Kautz
Few-Shot Adaptive Gaze Estimation
Seonwook Park,
Shalini De Mello
,
Pavlo Molchanov
,
Umar Iqbal
, Otmar Hilliges,
Jan Kautz
Oral
Extreme View Synthesis
Inchang Choi,
Orazio Gallo
, Alejandro Troccoli, Min H. Kim,
Jan Kautz
PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows
Guandao Yang, Xun Huang, Zekun Hao,
Ming-Yu Liu
, Serge Belongie, Bharath Hariharan
Neural Turtle Graphics for Modeling City Road Layouts
Hang Chu, Daiqing Li, David Acuna, Amlan Kar, Maria Shugrina, Xinkai Wei,
Ming-Yu Liu
, Antonio Torralba, Sanja Fidler
Meta-Sim: Learning to Generate Synthetic Datasets
Amlan Kar, Aayush Prakash,
Ming-Yu Liu
, Eric Cameracci, Justin Yuan, Matt Rusiniak, David Acuna, Antonio Torralba, Sanja Fidler
Confidence Regularized Self-Training
Yang Zou,
Zhiding Yu
, Xiaofeng Liu, B. V. K. Vijaya Kumar, Jinsong Wang
Video Stitching for Linear Camera Arrays
Wei-Sheng Lai,
Orazio Gallo
,
Jinwei Gu
, Deqing Sun, Ming-Hsuan Yang,
Jan Kautz
Neural RGB->D Sensing: Depth and Uncertainty from a Video Camera
Chao Liu, Jinwei Gu, Kihwan Kim, Srinivasa Narasimhan,
Jan Kautz
PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image
Chen Liu, Kihwan Kim, Jinwei Gu, Yasutaka Furukawa,
Jan Kautz
Pixel-Adaptive Convolutional Neural Networks
Hang Su, Varun Jampani, Deqing Sun,
Orazio Gallo
, Erik-Learned Miller,
Jan Kautz
Semantic Image Synthesis with Spatially-Adaptive Normalization
Taesung Park,
Ming-Yu Liu
,
Ting-Chun Wang
, Jun-Yan Zhu
STEP: Spatio-Temporal Progressive Learning for Video Action Detection
Xitong Yang,
Xiaodong Yang
,
Ming-Yu Liu
, Fanyi Xiao, Larry Davis,
Jan Kautz
Joint Discriminative and Generative Learning for Person Re-identification
Zhedong Zheng,
Xiaodong Yang
,
Zhiding Yu
, Liang Zheng, Yi Yang,
Jan Kautz
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation
Anurag Ranjan, Varun Jampani, Lukas Balles, Kihwan Kim, Deqing Sun, Jonas Wulff, Michael J. Black
Informative Object Annotations: Tell Me Something I Don't Know
Lior Bracha,
Gal Chechik
Unsupervised Stylish Image Description Generation via Domain Layer Norm
Cheng-Kuan Chen, Zhu-Feng Pan,
Ming-Yu Liu
, Min Sun
Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation
Deqing Sun,
Xiaodong Yang
,
Ming-Yu Liu
,
Jan Kautz
A Fusion Approach for Multi-Frame Optical Flow Estimation
Zhile Ren,
Orazio Gallo
, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth,
Jan Kautz
