Fitsum A. Reda

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 25

Top Topics

Image Inpainting

Frame Interpolation

Cochlear Implant

Top Venues

Medical Imaging: Image Processing

Publications

Xiaoyu Xiang, Jon Morton, Fitsum A. Reda, Lucas D. Young, Federico Perazzi, Rakesh Ranjan, Amit Kumar, Andrea Colaco, Jan P. Allebach
HIME: Efficient Headshot Image Super-Resolution with Multiple Exemplars. WACV (2023)
Guilin Liu, Aysegul Dundar, Kevin J. Shih, Ting-Chun Wang, Fitsum A. Reda, Karan Sapra, Zhiding Yu, Xiaodong Yang, Andrew Tao, Bryan Catanzaro
Partial Convolution for Padding, Inpainting, and Image Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Xiaoyu Xiang, Jon Morton, Fitsum A. Reda, Lucas D. Young, Federico Perazzi, Rakesh Ranjan, Amit Kumar, Andrea Colaco, Jan P. Allebach
HIME: Efficient Headshot Image Super-Resolution with Multiple Exemplars. CoRR (2022)
Deqing Sun, Charles Herrmann, Fitsum A. Reda, Michael Rubinstein, David J. Fleet, William T. Freeman
Disentangling Architecture and Training for Optical Flow. ECCV (22) (2022)
Fitsum A. Reda, Janne Kontkanen, Eric Tabellion, Deqing Sun, Caroline Pantofaru, Brian Curless
FILM: Frame Interpolation for Large Motion. CoRR (2022)
Fitsum A. Reda, Janne Kontkanen, Eric Tabellion, Deqing Sun, Caroline Pantofaru, Brian Curless
FILM: Frame Interpolation for Large Motion. ECCV (7) (2022)
Deqing Sun, Charles Herrmann, Fitsum A. Reda, Michael Rubinstein, David J. Fleet, William T. Freeman
What Makes RAFT Better Than PWC-Net? CoRR (2022)
Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra
Feature-Align Network with Knowledge Distillation for Efficient Denoising. WACV (Workshops) (2022)
Lucas D. Young, Fitsum A. Reda, Rakesh Ranjan, Jon Morton, Jun Hu, Yazhu Ling, Xiaoyu Xiang, David Liu, Vikas Chandra
Feature-Align Network and Knowledge Distillation for Efficient Denoising. CoRR (2021)
Sachin Mehta, Amit Kumar, Fitsum A. Reda, Varun Nasery, Vikram Mulukutla, Rakesh Ranjan, Vikas Chandra
EVRNet: Efficient Video Restoration on Edge Devices. ACM Multimedia (2021)
Guilin Liu, Rohan Taori, Ting-Chun Wang, Zhiding Yu, Shiqiu Liu, Fitsum A. Reda, Karan Sapra, Andrew Tao, Bryan Catanzaro
Transposer: Universal Texture Synthesis Using Feature Maps as Transposed Convolution Filter. CoRR (2020)
Sachin Mehta, Amit Kumar, Fitsum A. Reda, Varun Nasery, Vikram Mulukutla, Rakesh Ranjan, Vikas Chandra
EVRNet: Efficient Video Restoration on Edge Devices. CoRR (2020)
Fitsum A. Reda, Deqing Sun, Aysegul Dundar, Mohammad Shoeybi, Guilin Liu, Kevin J. Shih, Andrew Tao, Jan Kautz, Bryan Catanzaro
Unsupervised Video Interpolation Using Cycle Consistency. CoRR (2019)
Fitsum A. Reda, Deqing Sun, Aysegul Dundar, Mohammad Shoeybi, Guilin Liu, Kevin J. Shih, Andrew Tao, Jan Kautz, Bryan Catanzaro
Unsupervised Video Interpolation Using Cycle Consistency. ICCV (2019)
Rafael Valle, Fitsum A. Reda, Mohammad Shoeybi, Patrick LeGresley, Andrew Tao, Bryan Catanzaro
Neural ODEs for Image Segmentation with Level Sets. CoRR (2019)
Yi Zhu, Karan Sapra, Fitsum A. Reda, Kevin J. Shih, Shawn D. Newsam, Andrew Tao, Bryan Catanzaro
Improving Semantic Segmentation via Video Propagation and Label Relaxation. CVPR (2019)
Guilin Liu, Fitsum A. Reda, Kevin J. Shih, Ting-Chun Wang, Andrew Tao, Bryan Catanzaro
Image Inpainting for Irregular Holes Using Partial Convolutions. CoRR (2018)
Fitsum A. Reda, Guilin Liu, Kevin J. Shih, Robert Kirby, Jon Barker, David Tarjan, Andrew Tao, Bryan Catanzaro
SDC-Net: Video Prediction Using Spatially-Displaced Convolution. ECCV (7) (2018)
Guilin Liu, Fitsum A. Reda, Kevin J. Shih, Ting-Chun Wang, Andrew Tao, Bryan Catanzaro
Image Inpainting for Irregular Holes Using Partial Convolutions. ECCV (11) (2018)
Yi Zhu, Karan Sapra, Fitsum A. Reda, Kevin J. Shih, Shawn D. Newsam, Andrew Tao, Bryan Catanzaro
Improving Semantic Segmentation via Video Propagation and Label Relaxation. CoRR (2018)
Fitsum A. Reda, Guilin Liu, Kevin J. Shih, Robert Kirby, Jon Barker, David Tarjan, Andrew Tao, Bryan Catanzaro
SDCNet: Video Prediction Using Spatially-Displaced Convolution. CoRR (2018)
Guilin Liu, Kevin J. Shih, Ting-Chun Wang, Fitsum A. Reda, Karan Sapra, Zhiding Yu, Andrew Tao, Bryan Catanzaro
Partial Convolution based Padding. CoRR (2018)
Parmeet S. Bhatia, Fitsum A. Reda, Martin Harder, Yiqiang Zhan, Xiang Sean Zhou
Real time coarse orientation detection in MR scans using multi-planar deep convolutional neural networks. Medical Imaging: Image Processing (2017)
Halid Ziya Yerebakan, Fitsum A. Reda, Yiqiang Zhan, Yoshihisa Shinagawa
Hierarchical Latent Word Clustering. CoRR (2016)
Fitsum A. Reda, Yiqiang Zhan, Xiang Sean Zhou
A Steering Engine: Learning 3-D Anatomy Orientation Using Regression Forests. MICCAI (3) (2015)
Fitsum A. Reda, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Yiqiang Zhan, Gerardo Hermosillo, Xiang Sean Zhou
Sparse appearance model-based algorithm for automatic segmentation and identification of articulated hand bones. Medical Imaging: Image Processing (2014)
Fitsum A. Reda, Jack H. Noble, Robert F. Labadie, Benoit M. Dawant
An artifact-robust, shape library-based algorithm for automatic segmentation of inner ear anatomy in post-cochlear-implantation CT. Medical Imaging: Image Processing (2014)
Fitsum A. Reda, Theodore R. McRackan, Robert F. Labadie, Benoit M. Dawant, Jack H. Noble
Automatic segmentation of intra-cochlear anatomy in post-implantation CT of unilateral cochlear implant recipients. Medical Image Anal. 18 (3) (2014)
Fitsum A. Reda, Benoit M. Dawant, Theodore R. McRackan, Robert F. Labadie, Jack H. Noble
Automatic segmentation of intra-cochlear anatomy in post-implantation CT. Medical Imaging: Image-Guided Procedures (2013)
Fitsum A. Reda, Jack H. Noble, Robert F. Labadie, Benoit M. Dawant
Automatic Pre- to Intra-Operative CT Registration for Image-Guided Cochlear Implant Surgery. IEEE Trans. Biomed. Eng. 59 (11-1) (2012)
Fitsum A. Reda, Benoit M. Dawant, Robert F. Labadie, Jack H. Noble
Automatic pre- to intra-operative CT registration for image-guided cochlear implant surgery. Medical Imaging: Image-Guided Procedures (2012)
Fitsum A. Reda, Jack H. Noble, Robert F. Labadie, Benoit M. Dawant
Fully Automatic Surface-Based Pre- to Intra-operative CT Registration for Cochlear Implant. WBIR (2012)
Fitsum A. Reda, Jack H. Noble, Alejandro Rivas, Robert F. Labadie, Benoit M. Dawant
Model-based segmentation of the facial nerve and chorda tympani in pediatric CT scans. Medical Imaging: Image Processing (2011)