A General and Adaptive Robust Loss Function

11 January 2017

Papers citing "A General and Adaptive Robust Loss Function"

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Title
High Probability Bounds for a Class of Nonconvex Algorithms with AdaGrad Stepsize Ali Kavis Kfir Y. Levy V. Cevher 25 40 0 06 Apr 2022
AKF-SR: Adaptive Kalman Filtering-based Successor Representation Parvin Malekzadeh Mohammad Salimibeni Ming Hou Arash Mohammadi Konstantinos N. Plataniotis 19 5 0 31 Mar 2022
Flexible risk design using bi-directional dispersion Matthew J. Holland 38 6 0 28 Mar 2022
NeRF-Pose: A First-Reconstruct-Then-Regress Approach for Weakly-supervised 6D Object Pose Estimation Fu Li Hao Yu I. Shugurov Benjamin Busam Shaowu Yang Slobodan Ilic 3DH 38 61 0 09 Mar 2022
FORML: Learning to Reweight Data for Fairness Bobby Yan Skyler Seto N. Apostoloff FaML 25 11 0 03 Feb 2022
Maximum Likelihood Uncertainty Estimation: Robustness to Outliers Deebul Nair Nico Hochgeschwender Miguel A. Olivares-Mendez OOD 30 7 0 03 Feb 2022
EM-driven unsupervised learning for efficient motion segmentation E. Meunier A. Badoual P. Bouthemy 33 39 0 06 Jan 2022
DC-Loc: Accurate Automotive Radar Based Metric Localization with Explicit Doppler Compensation P. Gao Shengkai Zhang Wen Wang Chris Xiaoxuan Lu 26 16 0 30 Dec 2021
Squareplus: A Softplus-Like Algebraic Rectifier Jonathan T. Barron 27 19 0 22 Dec 2021
Revisiting LiDAR Registration and Reconstruction: A Range Image Perspective W. Dong Kwonyoung Ryu Michael Kaess Jaesik Park 3DV 38 5 0 06 Dec 2021
Probabilistic Regression with Huber Distributions David Mohlin G. Bianchi Josephine Sullivan 34 2 0 19 Nov 2021
Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation Kuan-Chih Huang Yu-Kai Huang Winston H. Hsu 16 4 0 22 Oct 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 25 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 49 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 Kumar 101 53 0 25 Sep 2021
Certifiably Optimal Outlier-Robust Geometric Perception: Semidefinite Relaxations and Scalable Global Optimization Heng Yang Luca Carlone 27 53 0 07 Sep 2021
Generalized Huber Loss for Robust Learning and its Efficient Minimization for a Robust Statistics Kaan Gokcesu Hakan Gokcesu 19 59 0 28 Aug 2021
Majorization Minimization Methods for Distributed Pose Graph Optimization Taosha Fan Todd D. Murphey 36 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 25 192 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 39 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 24 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 35 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 50 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 75 562 0 26 Mar 2021
Neural Reprojection Error: Merging Feature Learning and Camera Pose Estimation Hugo Germain Vincent Lepetit Guillaume Bourmaud 3DV 50 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 40 112 0 18 Feb 2021
OmniDet: Surround View Cameras based Multi-task Visual Perception Network for Autonomous Driving Varun Ravi Kumar S. Yogamani Hazem Rashed Ganesh Sitsu Christian Witt Isabelle Leang Stefan Milz Patrick Mäder 39 90 0 15 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 1,110 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 19 2 0 23 Nov 2020
Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training Dingquan Li Tingting Jiang Ming Jiang 21 133 0 09 Nov 2020
ROBIN: a Graph-Theoretic Approach to Reject Outliers in Robust Estimation using Invariants Jingang Shi Heng Yang Luca Carlone 26 61 0 07 Nov 2020
Machine Learning Force Fields Oliver T. Unke Stefan Chmiela H. E. Sauceda M. Gastegger I. Poltavsky Kristof T. Schütt A. Tkatchenko K. Müller AI4CE 34 888 0 14 Oct 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 50 41 0 25 Sep 2020
SynDistNet: Self-Supervised Monocular Fisheye Camera Distance Estimation Synergized with Semantic Segmentation for Autonomous Driving V. Kumar Marvin Klingner S. Yogamani Stefan Milz Tim Fingscheidt Patrick Mäder MDE 21 81 0 10 Aug 2020
Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment Dingquan Li Tingting Jiang Ming Jiang 27 96 0 10 Aug 2020
Neural Light Transport for Relighting and View Synthesis Xiuming Zhang S. Fanello Yun-Ta Tsai Tiancheng Sun Tianfan Xue ... Christoph Rhemann P. Debevec Jonathan T. Barron R. Ramamoorthi William T. Freeman 14 118 0 09 Aug 2020
TexMesh: Reconstructing Detailed Human Texture and Geometry from RGB-D Video Tiancheng Zhi Christoph Lassner Tony Tung Carsten Stoll S. Narasimhan Minh Vo 3DH 19 41 0 01 Aug 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 18 229 0 23 Jul 2020
A One-step Approach to Covariate Shift Adaptation Tianyi Zhang Ikko Yamane Nan Lu Masashi Sugiyama OOD 6 23 0 08 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 19 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 29 59 0 27 Dec 2019
Deep Automodulators Ari Heljakka Wenshuai Zhao Arno Solin Arno Solin 36 5 0 21 Dec 2019
SteReFo: Efficient Image Refocusing with Stereo Vision Benjamin Busam Matthieu Hog Jingyu Sun Greg Slabaugh VGen MDE 23 33 0 29 Sep 2019
Anchor Loss: Modulating Loss Scale based on Prediction Difficulty Serim Ryou Seong-Gyun Jeong Pietro Perona 19 43 0 24 Sep 2019
EVDodgeNet: Deep Dynamic Obstacle Dodging with Event Cameras N. Sanket Chethan Parameshwara Chahat Deep Singh Ashwin V. Kuruttukulam Cornelia Fermuller Davide Scaramuzza Yiannis Aloimonos 30 92 0 07 Jun 2019
Improved Training Speed, Accuracy, and Data Utilization Through Loss Function Optimization Santiago Gonzalez Risto Miikkulainen 24 75 0 27 May 2019
PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report Andrey D. Ignatov Radu Timofte Thang Vu Tung M. Luu T. Pham ... T. Nimisha Praveen Kandula A. N. Rajagopalan Jie Liu Cheolkon Jung SupR 24 134 0 03 Oct 2018
Local Kernels that Approximate Bayesian Regularization and Proximal Operators Frank Ong P. Milanfar Pascal Getreuer 25 12 0 09 Mar 2018