Learning Continuous Image Representation with Local Implicit Image Function

16 December 2020

Papers citing "Learning Continuous Image Representation with Local Implicit Image Function"

50 / 398 papers shown

Title
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
HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion Prior Li-Yuan Tsao Hao-Wei Chen Hao-Wei Chung Deqing Sun Chun-Yi Lee Kelvin Chan Ming Yang DiffM 76 3 0 27 Nov 2024
Superpixel-informed Implicit Neural Representation for Multi-Dimensional Data Jiayi Li Xile Zhao Jianli Wang Chao Wang Min Wang 74 1 0 18 Nov 2024
Continuous K-space Recovery Network with Image Guidance for Fast MRI Reconstruction Yucong Meng Zhiwei Yang Minghong Duan Yonghong Shi Zhijian Song 44 1 0 18 Nov 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
A Modular Conditional Diffusion Framework for Image Reconstruction Magauiya Zhussip Iaroslav Koshelev Stamatis Lefkimmiatis DiffM 31 0 0 08 Nov 2024
LoFi: Neural Local Fields for Scalable Image Reconstruction AmirEhsan Khorashadizadeh T. Liaudat Tianlin Liu Jason D. McEwen Ivan Dokmanić SupR 41 1 0 07 Nov 2024
Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey Amer Essakine Yanqi Cheng Chun-Wun Cheng Lipei Zhang Zhongying Deng Lei Zhu Carola-Bibiane Schonlieb Angelica I Aviles-Rivero 52 5 0 06 Nov 2024
Latent Diffusion, Implicit Amplification: Efficient Continuous-Scale Super-Resolution for Remote Sensing Images Hanlin Wu Jiangwei Mo Xiaohui Sun Jie Ma 31 1 0 30 Oct 2024
Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images Suhyun Ahn Wonjung Park Jihoon Cho Seunghyuck Park Jinah Park MedIm 26 0 0 29 Oct 2024
Fingerprints of Super Resolution Networks Jeremy Vonderfecht Feng Liu 26 1 0 29 Oct 2024
Predicting the Encoding Error of SIRENs Jeremy Vonderfecht Feng Liu AI4CE 40 3 0 29 Oct 2024
Test-time Adversarial Defense with Opposite Adversarial Path and High Attack Time Cost Cheng-Han Yeh Kuanchun Yu Chun-Shien Lu DiffM AAML 33 0 0 22 Oct 2024
ET-Former: Efficient Triplane Deformable Attention for 3D Semantic Scene Completion From Monocular Camera Jing Liang He Yin Xuewei Qi Jong Jin Park Min Sun R. Madhivanan Dinesh Manocha 3DPC 27 0 0 14 Oct 2024
Neural Fourier Modelling: A Highly Compact Approach to Time-Series Analysis Minjung Kim Yusuke Hioka Michael Witbrock AI4TS 32 0 0 07 Oct 2024
Towards Croppable Implicit Neural Representations Maor Ashkenazi Eran Treister 31 1 0 28 Sep 2024
Fast Encoding and Decoding for Implicit Video Representation Hao Chen Saining Xie Ser-Nam Lim Abhinav Shrivastava 26 1 0 28 Sep 2024
Implicit Neural Representations for Simultaneous Reduction and Continuous Reconstruction of Multi-Altitude Climate Data Alif Bin Abdul Qayyum Xihaier Luo Nathan M. Urban Xiaoning Qian Byung-Jun Yoon AI4Cl 26 0 0 25 Sep 2024
NTIRE 2024 Challenge on Stereo Image Super-Resolution: Methods and Results Longguang Wang Yulan Guo Juncheng Li Hongda Liu Yang Zhao Yingqian Wang Zhi Jin Shuhang Gu Radu Timofte SupR 81 17 0 25 Sep 2024
Towards General Text-guided Image Synthesis for Customized Multimodal Brain MRI Generation Yulin Wang Honglin Xiong Kaicong Sun Shuwei Bai Ling Dai Zhongxiang Ding Jiameng Liu Qian Wang Qian Liu Dinggang Shen MedIm DiffM 34 1 0 25 Sep 2024
BurstM: Deep Burst Multi-scale SR using Fourier Space with Optical Flow EungGu Kang Byeonghun Lee Sunghoon Im Kyong Hwan Jin SupR 25 3 0 21 Sep 2024
Learning Transferable Features for Implicit Neural Representations Kushal Vyas Ahmed Imtiaz Humayun Aniket Dashpute Richard G. Baraniuk Ashok Veeraraghavan Guha Balakrishnan OOD 96 1 0 15 Sep 2024
PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening Ruocheng Wu ZiEn Zhang ShangQi Deng YuLe Duan LiangJian Deng 45 0 0 11 Sep 2024
EarthGen: Generating the World from Top-Down Views Ansh Sharma Albert Xiao Praneet Rathi Rohit Kundu Albert Zhai Yuan Shen Shenlong Wang 28 0 0 02 Sep 2024
SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution Mevan Ekanayake Zhifeng Chen Gary Egan Mehrtash Harandi Z. Chen SupR 27 0 0 02 Sep 2024
FreqINR: Frequency Consistency for Implicit Neural Representation with Adaptive DCT Frequency Loss Meiyi Wei Liu Xie Y. Sun Gang Chen 32 0 0 25 Aug 2024
Implicit Grid Convolution for Multi-Scale Image Super-Resolution Dongheon Lee Seokju Yun Youngmin Ro SupR 19 0 0 19 Aug 2024
Task-Aware Dynamic Transformer for Efficient Arbitrary-Scale Image Super-Resolution Tianyi Xu Yiji Zhou Xiaotao Hu Kai Zhang Anran Zhang Xingye Qiu Jun Xu 36 0 0 16 Aug 2024
FewShotNeRF: Meta-Learning-based Novel View Synthesis for Rapid Scene-Specific Adaptation Piraveen Sivakumar Paul Janson Jathushan Rajasegaran Thanuja D. Ambegoda 35 1 0 09 Aug 2024
Fast Sprite Decomposition from Animated Graphics Tomoyuki Suzuki Kotaro Kikuchi Kota Yamaguchi 36 1 0 07 Aug 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey V. T. Truong Luan Ba Dang Long Bao Le DiffM MedIm 50 16 0 06 Aug 2024
Accelerating Image Super-Resolution Networks with Pixel-Level Classification Jinho Jeong Jinwoo Kim Younghyun Jo Seon Joo Kim SupR 21 1 0 31 Jul 2024
Leveraging Adaptive Implicit Representation Mapping for Ultra High-Resolution Image Segmentation Ziyu Zhao Xiaoguang Li Pingping Cai Canyu Zhang Song Wang 21 0 0 31 Jul 2024
Revisit Event Generation Model: Self-Supervised Learning of Event-to-Video Reconstruction with Implicit Neural Representations Zipeng Wang Yunfan Lu Lin Wang VGen BDL 37 2 0 26 Jul 2024
Mono-ViFI: A Unified Learning Framework for Self-supervised Single- and Multi-frame Monocular Depth Estimation Jinfeng Liu Lingtong Kong Bo Li Zerong Wang Hong Gu Jinwei Chen MDE 58 3 0 19 Jul 2024
Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations Tomávs Chobola Yu Liu Hanyi Zhang Julia A. Schnabel Tingying Peng 57 4 0 17 Jul 2024
2D Neural Fields with Learned Discontinuities Chenxi Liu Siqi Wang Matthew Fisher Deepali Aneja Alec Jacobson 3DH 35 1 0 15 Jul 2024
LeRF: Learning Resampling Function for Adaptive and Efficient Image Interpolation Jiacheng Li Chang Chen Fenglong Song Youliang Yan Zhiwei Xiong 34 0 0 13 Jul 2024
Arbitrary-Scale Video Super-Resolution with Structural and Textural Priors Wei Shang Dongwei Ren Wanying Zhang Yuming Fang W. Zuo Kede Ma 40 3 0 13 Jul 2024
Imaging Interiors: An Implicit Solution to Electromagnetic Inverse Scattering Problems Ziyuan Luo Boxin Shi Haoliang Li Renjie Wan 31 3 0 12 Jul 2024
Generalizable Implicit Motion Modeling for Video Frame Interpolation Zujin Guo Wei Li Chen Change Loy 37 2 0 11 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
Image-GS: Content-Adaptive Image Representation via 2D Gaussians Yunxiang Zhang Bingxuan Li Alexandr Kuznetsov Akshay Jindal Stavros Diolatzis Kenneth Chen Anton Sochenov Anton Kaplanyan Qi Sun 3DGS 84 4 0 02 Jul 2024
ASSR-NeRF: Arbitrary-Scale Super-Resolution on Voxel Grid for High-Quality Radiance Fields Reconstruction Ding-Jiun Huang Zi-Ting Chou Yu-Chiang Frank Wang Cheng Sun 39 0 0 28 Jun 2024
Implicit-Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes Qi Ma Danda Pani Paudel E. Konukoglu Luc Van Gool 38 6 0 25 Jun 2024
Enhance the Image: Super Resolution using Artificial Intelligence in MRI Ziyu Li Zihan Li Haoxiang Li Q. Fan Karla L. Miller Wenchuan Wu Akshay Chaudhari Qiyuan Tian SupR MedIm 35 0 0 19 Jun 2024
Model-based learning for multi-antenna multi-frequency location-to-channel mapping Baptiste Chatelier Vincent Corlay M. Crussiére Luc Le Magoarou 31 1 0 17 Jun 2024
SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution Soufiane Belharbi Mara K M Whitford Phuong Hoang Shakeeb Murtaza Luke McCaffrey Eric Granger 44 0 0 13 Jun 2024
Learning Images Across Scales Using Adversarial Training Krzysztof Wolski Adarsh Djeacoumar Alireza Javanmardi Hans-Peter Seidel Christian Theobalt Guillaume Cordonnier K. Myszkowski G. Drettakis Xingang Pan Thomas Leimkuhler 45 2 0 13 Jun 2024
Image Neural Field Diffusion Models Yinbo Chen Oliver Wang Richard Zhang Eli Shechtman Xiaolong Wang Michael Gharbi DiffM 36 3 0 11 Jun 2024