A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar
Systems

A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems

26 January 2022

Abderrahim Halimi

Papers citing "A Bayesian Based Deep Unrolling Algorithm for Single-Photon Lidar Systems"

19 / 19 papers shown

Title
Robust lEarned Shrinkage-Thresholding (REST): Robust unrolling for sparse recover Wei Pu Chao Zhou Yonina C. Eldar M. Rodrigues OOD 40 1 0 20 Oct 2021
SMD-Nets: Stereo Mixture Density Networks Fabio Tosi Yiyi Liao Carolin Schmitt Andreas Geiger 3DV 50 85 0 08 Apr 2021
Robust super-resolution depth imaging via a multi-feature fusion deep network Alice Ruget S. Mclaughlin R. K. Henderson Istvan Gyongy Abderrahim Halimi Jonathan Leach SupR MDE 51 32 0 20 Nov 2020
Efficient Image Super-Resolution Using Pixel Attention Hengyuan Zhao Xiangtao Kong Jingwen He Yu Qiao Chao Dong SupR 41 333 0 02 Oct 2020
Deep Unfolding Network for Image Super-Resolution Peng Sun Luc Van Gool Radu Timofte SupR 145 544 0 23 Mar 2020
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing V. Monga Yuelong Li Yonina C. Eldar 86 1,012 0 22 Dec 2019
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 191 16,337 0 17 Jul 2018
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 243 8,867 0 21 Nov 2017
Squeeze-and-Excitation Networks Jie Hu Li Shen Samuel Albanie Gang Sun Enhua Wu 364 26,241 0 05 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 526 129,831 0 12 Jun 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 578 5,748 0 05 Dec 2016
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 238 5,323 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 145 2,523 0 02 Nov 2016
Object Depth Profile and Reflectivity Restoration from Sparse Single-Photon Data Acquired in Underwater Environments Abderrahim Halimi Aurora Maccarone A. Mccarthy S. Mclaughlin G. Buller 40 86 0 22 Aug 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 564 9,233 0 06 Jun 2015
Empirical Evaluation of Rectified Activations in Convolutional Network Bing Xu Naiyan Wang Tianqi Chen Mu Li 125 2,901 0 05 May 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 298 10,034 0 10 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.2K 149,474 0 22 Dec 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.2K 99,991 0 04 Sep 2014