NeurIPS Submissions

Generative Inpainting Network Applications on Seismic Image Compression and Non-Uniform Sampling
Xiaoyang Rebecca Li, Nikolaos Mitsakos, Ping Lu, Yuan Xiao, Xing Zhao
- 14 Sep 2019 (modified: 23 Jun 2020)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
EEG based Emotion Recognition of Image Stimuli
Anonymous
- 11 Sep 2019 (modified: 20 Dec 2019)
- NeurIPS 2019 Workshop Neuro AI Blind Submission
- Readers: Everyone
On recognition of Cyrillic Text
Kostiantyn Liepieshov, Oles Dobosevych
- 14 Sep 2019 (modified: 13 Dec 2019)
- NeurIPS 2019 Workshop Document Intelligence Blind Submission
- Readers: Everyone
Robust One-Bit Recovery via ReLU Generative Networks: Improved Statistical Rate and Global Landscape Analysis
Shuang Qiu, Xiaohan Wei, Zhuoran Yang
- 14 Sep 2019 (modified: 12 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Information Extraction from Text Regions with Complex Tabular Structure
Kaixuan Zhang, Zejiang Shen, Jie Zhou, Melissa Dell
- 14 Sep 2019 (modified: 06 Dec 2019)
- NeurIPS 2019 Workshop Document Intelligence Blind Submission
- Readers: Everyone
Learning to Solve Linear Inverse Problems in Imaging with Neumann Networks
Greg Ongie, Davis Gilton, Rebecca Willett
- 14 Sep 2019 (modified: 03 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Auto-encoders for compressed sensing
Pei Peng, Shirin Jalali, Xin Yuan
- 14 Sep 2019 (modified: 03 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Learning to Recover Sparse Signals
Sichen Zhong, Yue Zhao, Jianshu Chen
- 14 Sep 2019 (modified: 03 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Low Shot Learning with Untrained Neural Networks for Imaging Inverse Problems
Oscar Leong, Wesam Sakla
- 14 Sep 2019 (modified: 03 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Smarter Prototyping for Neural Learning
Prabhu Pradhan, Meenakshi Sarkar, Debasish Ghose
- 29 Sep 2019 (modified: 03 Dec 2019)
- NeurIPS 2019 Workshop Retrospectives Submission
- Readers: Everyone
Interpretable and robust blind image denoising with bias-free convolutional neural networks
Zahra Kadkhodaie, Sreyas Mohan, Eero P. Simoncelli, Carlos Fernandez-Granda
- 14 Sep 2019 (modified: 03 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Generative Models for Low-Dimensional Video Representation and Compressive Sensing
Rakib Hyder, M. Salman Asif
- 14 Sep 2019 (modified: 02 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Retrieving Signals with Deep Complex Extractors
Chiheb Trabelsi, Olexa Bilaniuk, Ousmane Dia, Ying Zhang, Mirco Ravanelli, Jonathan Binas, Negar Rostamzadeh, Christopher J Pal
- 14 Sep 2019 (modified: 02 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Exploring Properties of the Deep Image Prior
Andreas Kattamis, Tameem Adel, Adrian Weller
- 14 Sep 2019 (modified: 02 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
GAN priors for Bayesian inference
Dhruv V. Patel, Assad A. Oberai
- 14 Sep 2019 (modified: 02 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Neural reparameterization improves structural optimization
Stephan Hoyer, Jascha Sohl-Dickstein, Sam Greydanus
- 14 Sep 2019 (modified: 02 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Y-net: A Physics-constrained and Semi-supervised Learning Approach to the Phase Problem in Computational Electron Imaging
Nouamane Laanait, Junqi Yin, Albina Borisevich
- 14 Sep 2019 (modified: 02 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Lower Bounds for Compressed Sensing with Generative Models
Akshay Kamath, Sushrut Karmalkar, Eric Price
- 14 Sep 2019 (modified: 02 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
PatchDIP Exploiting Patch Redundancy in Deep Image Prior for Denoising
Muhammad Asim, Fahad Shamshad, Ali Ahmed
- 14 Sep 2019 (modified: 01 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Subsampled Fourier Ptychography via Pretrained Invertible and Untrained Network Priors
Fahad Shamshad, Asif Hanif, Ali Ahmed
- 14 Sep 2019 (modified: 01 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Learning Network Parameters in the ReLU Model
Arya Mazumdar, Ankit Singh Rawat
- 14 Sep 2019 (modified: 01 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Unrolled, model-based networks for lensless imaging
Kristina Monakhova, Joshua Yurtsever, Grace Kuo, Nick Antipa, Kyrollos Yanny, Laura Waller
- 14 Sep 2019 (modified: 01 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Learned imaging with constraints and uncertainty quantification
Felix J. Herrmann, Ali Siahkoohi, Gabrio Rizzuti
- 14 Sep 2019 (modified: 01 Dec 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Learning-Based Low-Rank Approximations
Piotr Indyk, Ali Vakilian, Yang Yuan
- 14 Sep 2019 (modified: 30 Nov 2019)
- NeurIPS 2019 Workshop Deep Inverse Blind Submission
- Readers: Everyone
Recurrent neural networks learn robust representations by dynamically balancing compression and expansion
Matthew Farrell, Stefano Recanatesi, Guillaume Lajoie, Eric Shea-Brown
- 11 Sep 2019 (modified: 27 Nov 2019)
- NeurIPS 2019 Workshop Neuro AI Blind Submission
- Readers: Everyone