Super-Resolution Neural Operator

5 March 2023

Papers citing "Super-Resolution Neural Operator"

25 / 25 papers shown

Title
Frequency-Integrated Transformer for Arbitrary-Scale Super-Resolution Qing Guo Fei Ge Jinchen Zhu M. Zhang Qi Wu Jifeng Ren Shizhuang Weng 38 0 0 26 Apr 2025
AnyTSR: Any-Scale Thermal Super-Resolution for UAV Mengyuan Li Changhong Fu Ziyu Lu Zijie Zhang Haobo Zuo L. Yao 37 0 0 18 Apr 2025
Mitigating Spectral Bias in Neural Operators via High-Frequency Scaling for Physical Systems Siavash Khodakarami Vivek Oommen Aniruddha Bora George Karniadakis AI4CE 65 2 0 17 Mar 2025
Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling Long Peng Anran Wu W. J. Li Peizhe Xia Xueyuan Dai ... Haoze Sun Renjing Pei Yang Wang Yang Cao Zheng-jun Zha 53 2 0 09 Mar 2025
NeurOp-Diff:Continuous Remote Sensing Image Super-Resolution via Neural Operator Diffusion Zihao Xu Yuzhi Tang Bowen Xu Qingquan Li DiffM 62 0 0 20 Jan 2025
HIIF: Hierarchical Encoding based Implicit Image Function for Continuous Super-resolution Yuxuan Jiang Ho Man Kwan Tianhao Peng Ge Gao Fan Zhang Xiaoqing Zhu Joel Sole David Bull SupR 72 4 0 04 Dec 2024
$$\text{S}^{3}$Mamba: Arbitrary-Scale Super-Resolution via Scaleable State Space Model$ $\text{S}^{3}$ Mamba: Arbitrary-Scale Super-Resolution via Scaleable State Space Model Peizhe Xia Long Peng Xin Di Renjing Pei Y. Wang Yang Cao Zheng-jun Zha Mamba 82 1 0 16 Nov 2024
Basis-to-Basis Operator Learning Using Function Encoders Tyler Ingebrand Adam J. Thorpe Somdatta Goswami Krishna Kumar Ufuk Topcu 18 3 0 30 Sep 2024
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery Yue Yu Ning Liu Fei Lu Tian Gao S. Jafarzadeh Stewart Silling AI4CE 51 7 0 14 Aug 2024
LeRF: Learning Resampling Function for Adaptive and Efficient Image Interpolation Jiacheng Li Chang Chen Fenglong Song Youliang Yan Zhiwei Xiong 39 0 0 13 Jul 2024
AnySR: Realizing Image Super-Resolution as Any-Scale, Any-Resource Wengyi Zhan Mingbao Lin Chia-Wen Lin Rongrong Ji 52 2 0 05 Jul 2024
Hierarchical Neural Operator Transformer with Learnable Frequency-aware Loss Prior for Arbitrary-scale Super-resolution Xihaier Luo Xiaoning Qian Byung-Jun Yoon 42 3 0 20 May 2024
Exploring the Low-Pass Filtering Behavior in Image Super-Resolution Haoyu Deng Zijing Xu Yule Duan Xiao Wu Wenjie Shu Liang-Jian Deng SupR 41 4 0 13 May 2024
Space-Time Video Super-resolution with Neural Operator Yuantong Zhang Hanyou Zheng Daiqin Yang Zhenzhong Chen Haichuan Ma Wenpeng Ding SupR 32 0 0 09 Apr 2024
Learning Dual-Level Deformable Implicit Representation for Real-World Scale Arbitrary Super-Resolution Zhiheng Li Muheng Li Jixuan Fan Lei Chen Yansong Tang Jie Zhou Jiwen Lu SupR 31 0 0 16 Mar 2024
Adaptive Multi-modal Fusion of Spatially Variant Kernel Refinement with Diffusion Model for Blind Image Super-Resolution Junxiong Lin Yan Wang Zeng Tao Boyang Wang Qing Zhao ... Yuxuan Lin Wei Song Jiawen Yu Shaoqi Yan Wenqiang Zhang 27 2 0 09 Mar 2024
Multi-modal Representation Learning for Cross-modal Prediction of Continuous Weather Patterns from Discrete Low-Dimensional Data Alif Bin Abdul Qayyum Xihaier Luo Nathan M. Urban Xiaoning Qian Byung-Jun Yoon 36 0 0 30 Jan 2024
TULIP: Transformer for Upsampling of LiDAR Point Clouds Bin Yang Patrick Pfreundschuh Roland Siegwart Marco Hutter Peyman Moghadam Vaishakh Patil 3DPC 26 6 0 11 Dec 2023
Solving PDE-constrained Control Problems Using Operator Learning Rakhoon Hwang Jae Yong Lee J. Shin H. Hwang AI4CE 117 43 0 09 Nov 2021
Multiwavelet-based Operator Learning for Differential Equations Gaurav Gupta Xiongye Xiao P. Bogdan 126 200 0 28 Sep 2021
SRWarp: Generalized Image Super-Resolution under Arbitrary Transformation Sanghyun Son Kyoung Mu Lee 42 35 0 21 Apr 2021
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 217 2,287 0 18 Oct 2020
MeshfreeFlowNet: A Physics-Constrained Deep Continuous Space-Time Super-Resolution Framework C. Jiang S. Esmaeilzadeh Kamyar Azizzadenesheli K. Kashinath Mustafa A. Mustafa H. Tchelepi P. Marcus P. Prabhat Anima Anandkumar AI4CE 187 141 0 01 May 2020
How Much Position Information Do Convolutional Neural Networks Encode? Md. Amirul Islam Sen Jia Neil D. B. Bruce SSL 205 344 0 22 Jan 2020
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 195 5,176 0 16 Sep 2016