Fitsum A. Reda

According to our database, Fitsum A. Reda authored at least 27 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Partial Convolution for Padding, Inpainting, and Image Synthesis.

Guilin Liu, Aysegul Dundar, Kevin J. Shih, Ting-Chun Wang, Fitsum A. Reda, Karan Sapra, Zhiding Yu, Xiaodong Yang, Andrew Tao, Bryan Catanzaro

IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

HIME: Efficient Headshot Image Super-Resolution with Multiple Exemplars.

Xiaoyu Xiang, Jon Morton, Fitsum A. Reda, Lucas D. Young, Federico Perazzi, Rakesh Ranjan, Amit Kumar, Andrea Colaco, Jan P. Allebach

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

What Makes RAFT Better Than PWC-Net?

Deqing Sun, Charles Herrmann, Fitsum A. Reda, Michael Rubinstein, David J. Fleet, William T. Freeman

CoRR, 2022

Feature-Align Network with Knowledge Distillation for Efficient Denoising.

Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022

Disentangling Architecture and Training for Optical Flow.

Deqing Sun, Charles Herrmann, Fitsum A. Reda, Michael Rubinstein, David J. Fleet, William T. Freeman

Proceedings of the Computer Vision - ECCV 2022, 2022

FILM: Frame Interpolation for Large Motion.

Fitsum A. Reda, Janne Kontkanen, Eric Tabellion, Deqing Sun, Caroline Pantofaru, Brian Curless

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Feature-Align Network and Knowledge Distillation for Efficient Denoising.

Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra

CoRR, 2021

EVRNet: Efficient Video Restoration on Edge Devices.

Sachin Mehta, Amit Kumar, Fitsum A. Reda, Varun Nasery, Vikram Mulukutla, Rakesh Ranjan, Vikas Chandra

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020

Transposer: Universal Texture Synthesis Using Feature Maps as Transposed Convolution Filter.

Guilin Liu, Rohan Taori, Ting-Chun Wang, Zhiding Yu, Shiqiu Liu, Fitsum A. Reda, Karan Sapra, Andrew Tao, Bryan Catanzaro

CoRR, 2020

2019

Neural ODEs for Image Segmentation with Level Sets.

Rafael Valle, Fitsum A. Reda, Mohammad Shoeybi, Patrick LeGresley, Andrew Tao, Bryan Catanzaro

CoRR, 2019

Unsupervised Video Interpolation Using Cycle Consistency.

Fitsum A. Reda, Deqing Sun, Aysegul Dundar, Mohammad Shoeybi, Guilin Liu, Kevin J. Shih, Andrew Tao, Jan Kautz, Bryan Catanzaro

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Improving Semantic Segmentation via Video Propagation and Label Relaxation.

Yi Zhu, Karan Sapra, Fitsum A. Reda, Kevin J. Shih, Shawn D. Newsam, Andrew Tao, Bryan Catanzaro

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Partial Convolution based Padding.

Guilin Liu, Kevin J. Shih, Ting-Chun Wang, Fitsum A. Reda, Karan Sapra, Zhiding Yu, Andrew Tao, Bryan Catanzaro

CoRR, 2018

SDCNet: Video Prediction Using Spatially-Displaced Convolution.

Fitsum A. Reda, Guilin Liu, Kevin J. Shih, Robert Kirby, Jon Barker, David Tarjan, Andrew Tao, Bryan Catanzaro

CoRR, 2018

SDC-Net: Video Prediction Using Spatially-Displaced Convolution.

Fitsum A. Reda, Guilin Liu, Kevin J. Shih, Robert Kirby, Jon Barker, David Tarjan, Andrew Tao, Bryan Catanzaro

Proceedings of the Computer Vision - ECCV 2018, 2018

Image Inpainting for Irregular Holes Using Partial Convolutions.

Guilin Liu, Fitsum A. Reda, Kevin J. Shih, Ting-Chun Wang, Andrew Tao, Bryan Catanzaro

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Real time coarse orientation detection in MR scans using multi-planar deep convolutional neural networks.

Parmeet S. Bhatia, Fitsum A. Reda, Martin Harder, Yiqiang Zhan, Xiang Sean Zhou

Proceedings of the Medical Imaging 2017: Image Processing, 2017

2016

Hierarchical Latent Word Clustering.

Halid Ziya Yerebakan, Fitsum A. Reda, Yiqiang Zhan, Yoshihisa Shinagawa

CoRR, 2016

2015

A Steering Engine: Learning 3-D Anatomy Orientation Using Regression Forests.

Fitsum A. Reda, Yiqiang Zhan, Xiang Sean Zhou

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

2014

Automatic Segmentation of Structures and Registration of CT Images for Image-Guided Otologic Surgery and Implant Programming.

Fitsum A. Reda

PhD thesis, 2014

Automatic segmentation of intra-cochlear anatomy in post-implantation CT of unilateral cochlear implant recipients.

Fitsum A. Reda, Theodore R. McRackan, Robert F. Labadie, Benoit M. Dawant, Jack H. Noble

Medical Image Anal., 2014

Sparse appearance model-based algorithm for automatic segmentation and identification of articulated hand bones.

Fitsum A. Reda, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Yiqiang Zhan, Gerardo Hermosillo, Xiang Sean Zhou

Proceedings of the Medical Imaging 2014: Image Processing, 2014

An artifact-robust, shape library-based algorithm for automatic segmentation of inner ear anatomy in post-cochlear-implantation CT.

Fitsum A. Reda, Jack H. Noble, Robert F. Labadie, Benoit M. Dawant

Proceedings of the Medical Imaging 2014: Image Processing, 2014

2013

Automatic segmentation of intra-cochlear anatomy in post-implantation CT.

Fitsum A. Reda, Benoit M. Dawant, Theodore R. McRackan, Robert F. Labadie, Jack H. Noble

Proceedings of the Medical Imaging 2013: Image-Guided Procedures, 2013

2012

Automatic Pre- to Intra-Operative CT Registration for Image-Guided Cochlear Implant Surgery.

Fitsum A. Reda, Jack H. Noble, Robert F. Labadie, Benoit M. Dawant

IEEE Trans. Biomed. Eng., 2012

Fully Automatic Surface-Based Pre- to Intra-operative CT Registration for Cochlear Implant.

Fitsum A. Reda, Jack H. Noble, Robert F. Labadie, Benoit M. Dawant

Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

2011

Model-based segmentation of the facial nerve and chorda tympani in pediatric CT scans.

Fitsum A. Reda, Jack H. Noble, Alejandro Rivas, Robert F. Labadie, Benoit M. Dawant

Proceedings of the Medical Imaging 2011: Image Processing, 2011