Title
$$\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 Yijiao Wang Yang Cao Zheng-jun Zha Mamba 141 1 0 16 Nov 2024
Probabilistic Prior Driven Attention Mechanism Based on Diffusion Model for Imaging Through Atmospheric Turbulence Guodong Sun Qixiang Ma Liqiang Zhang Hongwei Wang Zixuan Gao Haotian Zhang DiffM 71 0 0 15 Nov 2024
A Modular Conditional Diffusion Framework for Image Reconstruction Magauiya Zhussip Iaroslav Koshelev Stamatis Lefkimmiatis DiffM 52 0 0 08 Nov 2024
Untrained Perceptual Loss for image denoising of line-like structures in MR images Elisabeth Pfaehler Daniel Pflugfelder Hanno Scharr 82 0 0 08 Nov 2024
ParaGAN: A Scalable Distributed Training Framework for Generative Adversarial Networks Ziji Shi Jialin Li Yang You 54 1 0 06 Nov 2024
Advances in Photoacoustic Imaging Reconstruction and Quantitative Analysis for Biomedical Applications Lei Wang Weiming Zeng Kai Long Rongfeng Lan Li Liu W. Siok Nizhuan Wang Nizhuan Wang 57 0 0 05 Nov 2024
Degradation-Aware Residual-Conditioned Optimal Transport for Unified Image Restoration Xiaole Tang Xiang Gu Xiaoyi He Xin Hu Jian Sun 94 3 0 03 Nov 2024
Chasing Better Deep Image Priors between Over- and Under-parameterization Qiming Wu Xiaohan Chen Yi Ding Zhangyang Wang 105 1 0 31 Oct 2024
Latent Diffusion, Implicit Amplification: Efficient Continuous-Scale Super-Resolution for Remote Sensing Images Hanlin Wu Jiangwei Mo Xiaohui Sun Jie Ma 65 3 0 30 Oct 2024
Guidance Disentanglement Network for Optics-Guided Thermal UAV Image Super-Resolution Zhicheng Zhao Juanjuan Gu Chenglong Li Chun Wang Zhongling Huang Jin Tang DRL 61 0 0 27 Oct 2024
AdaDiffSR: Adaptive Region-aware Dynamic Acceleration Diffusion Model for Real-World Image Super-Resolution Yuanting Fan Chengxu Liu Nengzhong Yin Changlong Gao Xueming Qian 48 5 0 23 Oct 2024
An Intelligent Agentic System for Complex Image Restoration Problems Kaiwen Zhu Jinjin Gu Zhiyuan You Yu Qiao Chao Dong 135 10 0 23 Oct 2024
FIPER: Generalizable Factorized Features for Robust Low-Level Vision Models Yang-Che Sun Cheng Yu Yeo Ernie Chu Jun-Cheng Chen Yu-Lun Liu SupR 120 0 0 23 Oct 2024
Generative AI Agents in Autonomous Machines: A Safety Perspective Jason J. Jabbour Vijay Janapa Reddi AI4CE 124 4 0 20 Oct 2024
Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model Yang Liu Yaofang Liu J. Pan Yuxiang Hui Fan Jia Raymond H. Chan T. Zeng 79 0 0 16 Oct 2024
HASN: Hybrid Attention Separable Network for Efficient Image Super-resolution Weifeng Cao Xiaoyan Lei Jun Shi Wanyong Liang Jie Liu Zongfei Bai SupR 90 1 0 13 Oct 2024
Machine Learning for Missing Value Imputation Abu Fuad Ahmad Khaznah Alshammari Istiaque Ahmed MD Shohel Sayed 83 1 0 10 Oct 2024
FINALLY: fast and universal speech enhancement with studio-like quality Nicholas Babaev Kirill Tamogashev Azat Saginbaev Ivan Shchekotov Hanbin Bae Hosang Sung WonJun Lee Hoon-Young Cho Pavel Andreev 121 5 0 08 Oct 2024
Generative Portrait Shadow Removal Jae Shin Yoon Zhixin Shu Mengwei Ren Xuaner Zhang Yannick Hold-Geoffroy Krishna Kumar Singh He Zhang DiffM 104 1 0 07 Oct 2024
Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration Zhiyu Zhu Jinhui Hou Hui Liu H. Zeng Junhui Hou 81 0 0 07 Oct 2024
From Incomplete Coarse-Grained to Complete Fine-Grained: A Two-Stage Framework for Spatiotemporal Data Reconstruction Ziyu Sun Haoyang Su E. Wang Funing Yang Yongjian Yang Wenbin Liu AI4TS DiffM 56 0 0 05 Oct 2024
Enhancing Sentinel-2 Image Resolution: Evaluating Advanced Techniques based on Convolutional and Generative Neural Networks Patrick Kramer Alexander Steinhardt Barbara Pedretscher 62 0 0 01 Oct 2024
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration Guy Ohayon T. Michaeli Michael Elad 137 8 0 01 Oct 2024
Conditional Image Synthesis with Diffusion Models: A Survey Zheyuan Zhan Defang Chen Jian-Ping Mei Zhenghe Zhao Jiawei Chen Chun-Yen Chen Siwei Lyu Can Wang VLM 104 10 0 28 Sep 2024
Physics-aligned Schrödinger bridge Zeyu Li Hongkun Dou Shen Fang Wang Han Yue Deng Lijun Yang AI4CE DiffM 52 0 0 26 Sep 2024
Unifying Dimensions: A Linear Adaptive Approach to Lightweight Image Super-Resolution Zhenyu Hu Wanjie Sun 56 0 0 26 Sep 2024
Study of Subjective and Objective Quality in Super-Resolution Enhanced Broadcast Images on a Novel SR-IQA Dataset Yongrok Kim Junha Shin Juhyun Lee Hyunsuk Ko SupR 35 0 0 26 Sep 2024
Semi-LLIE: Semi-supervised Contrastive Learning with Mamba-based Low-light Image Enhancement Guanlin Li Ke Zhang Ting Wang Ming Li Bin Zhao Xuelong Li 58 0 0 25 Sep 2024
Pix2Next: Leveraging Vision Foundation Models for RGB to NIR Image Translation Youngwan Jin Incheol Park Hanbin Song Hyeongjin Ju Yagiz Nalcakan Shiho Kim ViT 135 2 0 25 Sep 2024
Diffusion Models to Enhance the Resolution of Microscopy Images: A Tutorial Harshith Bachimanchi Giovanni Volpe 55 1 0 24 Sep 2024
Denoising Graph Super-Resolution towards Improved Collider Event Reconstruction N. Kakati Etienne Dreyer Eilam Gross AI4CE 89 1 0 24 Sep 2024
One Model for Two Tasks: Cooperatively Recognizing and Recovering Low-Resolution Scene Text Images by Iterative Mutual Guidance Minyi Zhao Yang Wang Jihong Guan Shuigeng Zhou 64 0 0 22 Sep 2024
Thinking in Granularity: Dynamic Quantization for Image Super-Resolution by Intriguing Multi-Granularity Clues Mingshen Wang Zhao Zhang Feng Li Ke Xu Kang Miao Meng Wang MQ SupR 74 1 0 22 Sep 2024
Image inpainting for corrupted images by using the semi-super resolution GAN Mehrshad Momen-Tayefeh Mehrdad Momen-Tayefeh Amir Ali Ghafourian Ghahramani GAN 28 1 0 19 Sep 2024
NT-ViT: Neural Transcoding Vision Transformers for EEG-to-fMRI Synthesis Romeo Lanzino Federico Fontana Luigi Cinque Francesco Scarcello Atsuto Maki MedIm 61 4 0 18 Sep 2024
Efficient Low-Resolution Face Recognition via Bridge Distillation Shiming Ge Shengwei Zhao Chenyu Li Yu Zhang Jia Li CVBM 106 59 0 18 Sep 2024
Super Resolution On Global Weather Forecasts Lawrence Zhang Adam Yang Rodz Andrie Amor Bryan Zhang Dhruv Rao AI4Cl 30 0 0 17 Sep 2024
NSSR-DIL: Null-Shot Image Super-Resolution Using Deep Identity Learning Sree Rama Vamsidhar S Rama Krishna Gorthi 58 0 0 17 Sep 2024
Taming Diffusion Models for Image Restoration: A Review Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schön 99 6 0 16 Sep 2024
CasDyF-Net: Image Dehazing via Cascaded Dynamic Filters Wang Yinglong He Bin 66 2 0 13 Sep 2024
CWT-Net: Super-resolution of Histopathology Images Using a Cross-scale Wavelet-based Transformer Feiyang Jia Zhenpeng Chen Ziying Song Lin Liu Caiyan Jia SupR ViT MedIm 103 0 0 11 Sep 2024
Denoising: A Powerful Building-Block for Imaging, Inverse Problems, and Machine Learning P. Milanfar M. Delbracio AI4CE 140 11 0 10 Sep 2024
Statistical Mechanics of Min-Max Problems Yuma Ichikawa Koji Hukushima 103 1 0 09 Sep 2024
LMLT: Low-to-high Multi-Level Vision Transformer for Image Super-Resolution Jeongsoo Kim Jongho Nang Junsuk Choe ViT 89 4 0 05 Sep 2024
Rethinking Image Super-Resolution from Training Data Perspectives Go Ohtani Ryu Tadokoro Ryosuke Yamada Yuki M. Asano Iro Laina Christian Rupprecht Nakamasa Inoue Rio Yokota Hirokatsu Kataoka Yoshimitsu Aoki SupR 49 3 0 01 Sep 2024
Attention-Guided Multi-scale Interaction Network for Face Super-Resolution Xujie Wan Wenjie Li Guangwei Gao Huimin Lu Jian Yang Chia-Wen Lin CVBM 126 0 0 01 Sep 2024
LightPure: Realtime Adversarial Image Purification for Mobile Devices Using Diffusion Models Hossein Khalili Seongbin Park Vincent Li Brandan Bright Ali Payani Ramana Rao Kompella Nader Sehatbakhsh AAML 72 1 0 31 Aug 2024
A Generative Adversarial Network-based Method for LiDAR-Assisted Radar Image Enhancement Thakshila Thilakanayake Oscar De Silva Thumeera R. Wanasinghe George K. Mann Awantha Jayasiri GAN 113 1 0 30 Aug 2024
HiTSR: A Hierarchical Transformer for Reference-based Super-Resolution Masoomeh Aslahishahri Jordan R. Ubbens Ian Stavness 69 0 0 30 Aug 2024
FissionVAE: Federated Non-IID Image Generation with Latent Space and Decoder Decomposition Chen Hu Hanchi Ren Jingjing Deng Xianghua Xie Xiaoke Ma FedML 140 0 0 30 Aug 2024