A General and Adaptive Robust Loss Function

11 January 2017

Papers citing "A General and Adaptive Robust Loss Function"

31 / 81 papers shown

Title
Squareplus: A Softplus-Like Algebraic Rectifier Jonathan T. Barron 11 19 0 22 Dec 2021
Revisiting LiDAR Registration and Reconstruction: A Range Image Perspective W. Dong Kwonyoung Ryu Michael Kaess Jaesik Park 3DV 32 5 0 06 Dec 2021
Probabilistic Regression with Huber Distributions David Mohlin G. Bianchi Josephine Sullivan 26 2 0 19 Nov 2021
Defocus Map Estimation and Deblurring from a Single Dual-Pixel Image Shumian Xin Neal Wadhwa Tianfan Xue Jonathan T. Barron Pratul P. Srinivasan Jiawen Chen Ioannis Gkioulekas Rahul Garg 21 35 0 12 Oct 2021
Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement Uddeshya Upadhyay Viswanath P. Sudarshan Suyash P. Awate MedIm 46 21 0 07 Oct 2021
Beyond Robustness: A Taxonomy of Approaches towards Resilient Multi-Robot Systems Amanda Prorok Matthew Malencia Luca Carlone Gaurav Sukhatme Brian M. Sadler Vijay R. Kumar 97 53 0 25 Sep 2021
Certifiably Optimal Outlier-Robust Geometric Perception: Semidefinite Relaxations and Scalable Global Optimization Heng Yang Luca Carlone 25 53 0 07 Sep 2021
Generalized Huber Loss for Robust Learning and its Efficient Minimization for a Robust Statistics Kaan Gokcesu Hakan Gokcesu 14 59 0 28 Aug 2021
Majorization Minimization Methods for Distributed Pose Graph Optimization Taosha Fan Todd D. Murphey 31 18 0 30 Jul 2021
Human Pose Regression with Residual Log-likelihood Estimation Jiefeng Li Siyuan Bian Ailing Zeng Can Wang Bo Pang Wentao Liu Cewu Lu 19 191 0 23 Jul 2021
Robust Nonparametric Regression with Deep Neural Networks Guohao Shen Yuling Jiao Yuanyuan Lin Jian Huang OOD 33 13 0 21 Jul 2021
Being Properly Improper Tyler Sypherd Richard Nock Lalitha Sankar FaML 31 10 0 18 Jun 2021
CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences -- Version 1 I. Ebert‐Uphoff Ryan Lagerquist Kyle Hilburn Yoonjin Lee Katherine Haynes Jason Stock C. Kumler J. Stewart 18 20 0 17 Jun 2021
LAFFNet: A Lightweight Adaptive Feature Fusion Network for Underwater Image Enhancement Hao-Hsiang Yang Kuan-Chih Huang Wei-Ting Chen 29 59 0 04 May 2021
S3Net: A Single Stream Structure for Depth Guided Image Relighting Hao-Hsiang Yang Wei-Ting Chen Sy-Yen Kuo MDE 23 12 0 03 May 2021
SVDistNet: Self-Supervised Near-Field Distance Estimation on Surround View Fisheye Cameras Varun Ravi Kumar Marvin Klingner S. Yogamani Markus Bach Stefan Milz Tim Fingscheidt Patrick Mäder MDE 48 37 0 09 Apr 2021
Baking Neural Radiance Fields for Real-Time View Synthesis Peter Hedman Pratul P. Srinivasan B. Mildenhall Jonathan T. Barron P. Debevec 43 562 0 26 Mar 2021
Neural Reprojection Error: Merging Feature Learning and Camera Pose Estimation Hugo Germain Vincent Lepetit Guillaume Bourmaud 3DV 40 32 0 12 Mar 2021
A Comprehensive Review of Deep Learning-based Single Image Super-resolution S. M. A. Bashir Yi Wang Mahrukh Khan Yilong Niu SupR AI4Cl 27 112 0 18 Feb 2021
Nerfies: Deformable Neural Radiance Fields Keunhong Park U. Sinha Jonathan T. Barron Sofien Bouaziz Dan B. Goldman S. M. Seitz Ricardo Martín Brualla 3DH 76 1,107 0 25 Nov 2020
High Fidelity Interactive Video Segmentation Using Tensor Decomposition Boundary Loss Convolutional Tessellations and Context Aware Skip Connections A. Rhodes Manan Goel VOS 16 2 0 23 Nov 2020
Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training Dingquan Li Tingting Jiang Ming Jiang 19 133 0 09 Nov 2020
AIM 2020 Challenge on Real Image Super-Resolution: Methods and Results Pengxu Wei Hannan Lu Radu Timofte Liang Lin W. Zuo ... Jun-Ho Choi Jong-Seok Lee Feras Almasri T. Vandamme O. Debeir SupR 35 41 0 25 Sep 2020
HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching V. Tankovich Christian Häne Yinda Zhang Shahram Izadi S. Fanello Sofien Bouaziz 3DV 11 228 0 23 Jul 2020
4D Association Graph for Realtime Multi-person Motion Capture Using Multiple Video Cameras Yuxiang Zhang Liang An Tao Yu Xiu Li Kun Li Yebin Liu 11 80 0 28 Feb 2020
SoftAdapt: Techniques for Adaptive Loss Weighting of Neural Networks with Multi-Part Loss Functions A. Heydari Craig Thompson A. Mehmood 24 57 0 27 Dec 2019
Deep Automodulators Ari Heljakka Yuxin Hou Juho Kannala Arno Solin 31 5 0 21 Dec 2019
SteReFo: Efficient Image Refocusing with Stereo Vision Benjamin Busam Matthieu Hog Steven G. McDonagh Greg Slabaugh VGen MDE 17 33 0 29 Sep 2019
Anchor Loss: Modulating Loss Scale based on Prediction Difficulty Serim Ryou Seong-Gyun Jeong Pietro Perona 11 43 0 24 Sep 2019
PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report Andrey D. Ignatov Radu Timofte Thang Vu T. Luu T. Pham ... T. Nimisha Praveen Kandula A. N. Rajagopalan Jie Liu Cheolkon Jung SupR 19 134 0 03 Oct 2018
Local Kernels that Approximate Bayesian Regularization and Proximal Operators Frank Ong P. Milanfar Pascal Getreuer 22 12 0 09 Mar 2018