Robust Optimization for Deep Regression

25 May 2015

Vasileios Belagiannis

Christian Rupprecht

G. Carneiro

Nassir Navab

3DH

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Papers citing "Robust Optimization for Deep Regression"

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Title
Human Pose as Compositional Tokens Zigang Geng Chunyu Wang Yixuan Wei Ze Liu Houqiang Li Han Hu 43 47 0 21 Mar 2023
Deep Learning for Camera Calibration and Beyond: A Survey K. Liao Lang Nie Shujuan Huang Chunyu Lin Jing Zhang Yao Zhao Moncef Gabbouj Dacheng Tao 46 25 0 19 Mar 2023
Regression as Classification: Influence of Task Formulation on Neural Network Features Lawrence Stewart Francis R. Bach Quentin Berthet Jean-Philippe Vert 37 24 0 10 Nov 2022
Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties Zeren Shui Daniel S. Karls Mingjian Wen Ilia Nikiforov E. Tadmor George Karypis 46 7 0 14 Oct 2022
Adaptive Contrast for Image Regression in Computer-Aided Disease Assessment Weihang Dai Xuelong Li W. H. Chiu Michael D Kuo Kwang-Ting Cheng MedIm 38 21 0 22 Dec 2021
Robust Nonparametric Regression with Deep Neural Networks Guohao Shen Yuling Jiao Yuanyuan Lin Jian Huang OOD 33 13 0 21 Jul 2021
NeuroGen: activation optimized image synthesis for discovery neuroscience Zijin Gu K. Jamison Meenakshi Khosla Emily J. Allen Yihan Wu Thomas Naselaris Kendrick Norris Kay M. Sabuncu Amy Kuceyeski DiffM MedIm 21 27 0 15 May 2021
CNN-based Density Estimation and Crowd Counting: A Survey Guangshuai Gao Junyu Gao Qingjie Liu Qi. Wang Yunhong Wang 24 154 0 28 Mar 2020
Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition D. Luvizon Hedi Tabia David Picard 3DH 29 115 0 15 Dec 2019
Unimodal-uniform Constrained Wasserstein Training for Medical Diagnosis Xiaofeng Liu Xu Han Yukai Qiao Yi Ge Lu Jun 22 32 0 03 Nov 2019
Conservative Wasserstein Training for Pose Estimation Xiaofeng Liu Yang Zou Tong Che Peng Ding P. Jia J. You Kumar B.V.K 29 33 0 03 Nov 2019
Anchor Loss: Modulating Loss Scale based on Prediction Difficulty Serim Ryou Seong-Gyun Jeong Pietro Perona 19 43 0 24 Sep 2019
Dimensionality Reduction for Tukey Regression K. Clarkson Ruosong Wang David P. Woodruff 20 32 0 14 May 2019
Visually Communicating and Teaching Intuition for Influence Functions Aaron Fisher Edward H. Kennedy 24 51 0 08 Oct 2018
Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape Estimation Mohamed Omran Christoph Lassner Gerard Pons-Moll Peter V. Gehler Bernt Schiele 3DH 22 503 0 17 Aug 2018
Eye in the Sky: Real-time Drone Surveillance System (DSS) for Violent Individuals Identification using ScatterNet Hybrid Deep Learning Network Amarjot Singh Devendra Patil SN Omkar 22 119 0 03 Jun 2018
A Recurrent Convolutional Neural Network Approach for Sensorless Force Estimation in Robotic Surgery Arturo Marbán Vignesh Srinivasan Wojciech Samek Josep Fernández A. Casals 27 84 0 22 May 2018
2D/3D Pose Estimation and Action Recognition using Multitask Deep Learning D. Luvizon David Picard Hedi Tabia 3DH 46 481 0 26 Feb 2018
Structured Inhomogeneous Density Map Learning for Crowd Counting Hanhui Li Xiangjian He Hefeng Wu Saeed Amirgholipour Kasmani Ruomei Wang Xiaonan Luo Liang Lin 30 12 0 20 Jan 2018
End-to-end Global to Local CNN Learning for Hand Pose Recovery in Depth Data Meysam Madadi Sergio Escalera Xavier Baro Jordi Gonzalez 3DH 24 70 0 26 May 2017
Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation G. Ning Zhi Zhang Zhiquan He GAN 29 169 0 05 May 2017
Deep Label Distribution Learning with Label Ambiguity Bin-Bin Gao Chao Xing Chen-Wei Xie Jianxin Wu Xin Geng 27 418 0 06 Nov 2016
Human pose estimation via Convolutional Part Heatmap Regression Adrian Bulat Georgios Tzimiropoulos 3DH 33 517 0 06 Sep 2016
Fashion Landmark Detection in the Wild Ziwei Liu Sijie Yan Ping Luo Xiaogang Wang Xiaoou Tang 24 171 0 10 Aug 2016
Deeper Depth Prediction with Fully Convolutional Residual Networks Iro Laina Christian Rupprecht Vasileios Belagiannis Federico Tombari Nassir Navab 3DV MDE 16 1,819 0 01 Jun 2016
Efficiently Creating 3D Training Data for Fine Hand Pose Estimation Markus Oberweger Gernot Riegler Paul Wohlhart Vincent Lepetit 3DH 21 94 0 11 May 2016
Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound Fausto Milletari Seyed-Ahmad Ahmadi Christine Kroll A. Plate Verena E. Rozanski ... J. Levin O. Dietrich B. Ertl-Wagner K. Boetzel Nassir Navab 200 363 0 26 Jan 2016
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 186 2,946 0 15 Dec 2014