Training a Task-Specific Image Reconstruction Loss

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Training a Task-Specific Image Reconstruction Loss

IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021

26 March 2021

Dan-Andrei Iliescu

Rafał K. Mantiuk

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Papers citing "Training a Task-Specific Image Reconstruction Loss"

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Title
OMGSR: You Only Need One Mid-timestep Guidance for Real-World Image Super-Resolution Zhiqiang Wu Zhaomang Sun Tong Zhou Bingtao Fu Ji Cong Yitong Dong Huaqi Zhang Xuan Tang Mingsong Chen Xian Wei DiffM 24 0 0 11 Aug 2025
Map Feature Perception Metric for Map Generation Quality Assessment and Loss Optimization Chenxing Sun Jing Bai EGVM 179 1 0 30 Mar 2025
ChA-MAEViT: Unifying Channel-Aware Masked Autoencoders and Multi-Channel Vision Transformers for Improved Cross-Channel Learning Chau Pham Juan C. Caicedo Bryan A. Plummer 141 2 0 25 Mar 2025
Enhancing Risk Assessment in Transformers with Loss-at-Risk Functions Jinghan Zhang Henry Xie Xinhao Zhang Kunpeng Liu 152 3 0 04 Nov 2024
Streamlining Ocean Dynamics Modeling with Fourier Neural Operators: A Multiobjective Hyperparameter and Architecture Optimization Approach Yixuan Sun O. Sowunmi Romain Egele S. Narayanan Luke Van Roekel Dali Wang 152 6 0 07 Apr 2024
LuminanceL1Loss: A loss function which measures percieved brightness and colour differences Dominic De Jonge 100 0 0 08 Nov 2023
Direct Unsupervised Denoising Benjamin Salmon Alexander Krull DiffM OOD 96 3 0 27 Oct 2023
Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial AttacksAAAI Conference on Artificial Intelligence (AAAI), 2023 Anastasia Antsiferova Khaled Abud Aleksandr Gushchin E. Shumitskaya Sergey Lavrushkin D. Vatolin 253 16 0 10 Oct 2023
ISP meets Deep Learning: A Survey on Deep Learning Methods for Image Signal ProcessingACM Computing Surveys (ACM Comput. Surv.), 2023 Matheus Henrique Marques da Silva Jhessica Victoria Santos da Silva Rodrigo Reis Arrais Wladimir Barroso Guedes de Araújo Neto Leonardo Tadeu Lopes ... Lucas B. Rondon Bruno Melo de Souza Mayara Costa Regazio Rodolfo Coelho Dalapicola C. F. G. Santos SupR VLM 115 10 0 19 May 2023
Tunable Convolutions with Parametric Multi-Loss OptimizationComputer Vision and Pattern Recognition (CVPR), 2023 Matteo Maggioni T. Tanay F. Babiloni Jingyu Sun Alevs Leonardis 179 3 0 03 Apr 2023