Publications
Our teams aspire to make discoveries that impact everyone, and core to our approach is sharing our research and tools to fuel progress in the field.

Our teams aspire to make discoveries that impact everyone, and core to our approach is sharing our research and tools to fuel progress in the field.
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1 - 15 of 291 publications
Perception
High-Precision Automated Reconstruction of Neurons with Flood-Filling Networks
Jörgen Kornfeld
Larry Lindsey
Winfried Denk
Nature Methods (2018)
Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron
Ying Xiao
Yuxuan Wang
Joel Shor
International Conference on Machine Learning (2018)
Burst Denoising with Kernel Prediction Networks
Ben Mildenhall
Jiawen Chen
Dillon Sharlet
Ren Ng
Rob Carroll
CVPR (2018) (to appear)
Stereo Magnification: Learning view synthesis using multiplane images
Tinghui Zhou
John Flynn
Graham Fyffe
ACM Trans. Graph. (Proc. SIGGRAPH), 37 (2018)
BLADE: Filter Learning for General Purpose Image Processing
John Isidoro
Sungjoon Choi
Frank Ong
International Conference on Computational Photography (2018)
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions
Carl Martin Vondrick
Jitendra Malik
CVPR (2018)
In Silico Labeling: Predicting Fluorescent Labels in Unlabeled Images
Eric Christiansen
Mike Ando
Ashkan Javaherian
Gaia Skibinski
Scott Lipnick
Elliot Mount
Alison O'Neil
Kevan Shah
Alicia K. Lee
Piyush Goyal
Liam Fedus
Andre Esteva
Lee Rubin
Steven Finkbeiner
Cell (2018)
Unsupervised Learning of Semantic Audio Representations
Ratheet Pandya
Jiayang Liu
Proceedings of ICASSP 2018 (to appear)
Fast, Trainable, Multiscale Denoising
Sungjoon Choi
John Isidoro
IEEE International Conference on Image Processing (ICIP) (2018) (to appear)