Neural Nearest Neighbors Networks

30 October 2018

Papers citing "Neural Nearest Neighbors Networks"

50 / 58 papers shown

Title
Machine learning for modelling unstructured grid data in computational physics: a review Sibo Cheng Marc Bocquet Weiping Ding Tobias S. Finn Rui Fu ... Yong Zeng Mingrui Zhang Hao Zhou Kewei Zhu Rossella Arcucci PINN AI4CE 119 0 0 13 Feb 2025
Heterogeneous window transformer for image denoising Chunwei Tian Menghua Zheng Chia-Wen Lin Zhiwu Li David C. Zhang ViT 45 14 0 08 Jul 2024
Fast, nonlocal and neural: a lightweight high quality solution to image denoising Yu Guo Axel Davy Gabriele Facciolo Jean-Michel Morel Qiyu Jin 37 16 0 06 Mar 2024
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 48 0 0 23 Feb 2024
k* Distribution: Evaluating the Latent Space of Deep Neural Networks using Local Neighborhood Analysis Shashank Kotyan Tatsuya Ueda Danilo Vasconcellos Vargas 39 1 0 07 Dec 2023
A cross Transformer for image denoising Chunwei Tian Menghua Zheng Wangmeng Zuo Shichao Zhang Yanning Zhang Chia-Wen Lin ViT 29 73 0 16 Oct 2023
ROMO: Retrieval-enhanced Offline Model-based Optimization Mingcheng Chen Haoran Zhao Yuxiang Zhao Hulei Fan Hongqiao Gao Yong Yu Zheng Tian OffRL 23 1 0 11 Oct 2023
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches X. Lin Chao Ren Xiao Liu Jie Huang Yinjie Lei 32 23 0 13 Aug 2023
NODE-ImgNet: a PDE-informed effective and robust model for image denoising Xinheng Xie Yue-bo Wu Hao Ni Cuiyu He 16 8 0 18 May 2023
Spatial-Frequency Attention for Image Denoising Shi Guo Hongwei Yong Xindong Zhang Jianqi Ma Lei Zhang ViT AI4TS 32 15 0 27 Feb 2023
Learning to Scale Temperature in Masked Self-Attention for Image Inpainting Xiang Zhou Yuan Zeng Yi Gong 40 2 0 13 Feb 2023
Neural Architecture for Online Ensemble Continual Learning Mateusz Wójcik Witold Ko'sciukiewicz Tomasz Kajdanowicz Adam Gonczarek CLL 34 1 0 27 Nov 2022
Differentiable Mathematical Programming for Object-Centric Representation Learning Adeel Pervez Phillip Lippe E. Gavves OCL 49 5 0 05 Oct 2022
SIMPLE: A Gradient Estimator for $k$ -Subset Sampling Kareem Ahmed Zhe Zeng Mathias Niepert Guy Van den Broeck BDL 53 25 0 04 Oct 2022
Dense residual Transformer for image denoising Chao Yao Shuo Jin Meiqin Liu Xiaojuan Ban ViT 51 29 0 14 May 2022
Self-supervision versus synthetic datasets: which is the lesser evil in the context of video denoising? Valéry Dewil Aranud Barral Gabriele Facciolo Pablo Arias 40 5 0 25 Apr 2022
Learning Enriched Features for Fast Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 10 403 0 19 Apr 2022
Multi-Scale Adaptive Network for Single Image Denoising Yuanbiao Gou Peng Hu Jiancheng Lv Qiufeng Wang Xiaocui Peng 24 27 0 08 Mar 2022
FN-Net:Remove the Outliers by Filtering the Noise Kai Lv 21 0 0 23 Jan 2022
DetarNet: Decoupling Translation and Rotation by Siamese Network for Point Cloud Registration Zhi Chen Fan Yang Wenbing Tao ViT 3DPC 32 29 0 28 Dec 2021
DeepBBS: Deep Best Buddies for Point Cloud Registration Itan Hezroni Amnon Drory Raja Giryes S. Avidan 3DPC 34 18 0 06 Oct 2021
Dynamic Attentive Graph Learning for Image Restoration Chong Mou Jian Zhang Zhuoyuan Wu DiffM 71 81 0 14 Sep 2021
View Blind-spot as Inpainting: Self-Supervised Denoising with Mask Guided Residual Convolution Yuhongze Zhou Liguang Zhou Tin Lun Lam Yangsheng Xu SSL 37 2 0 10 Sep 2021
ReconfigISP: Reconfigurable Camera Image Processing Pipeline K. Yu Zexian Li Yue Peng Chen Change Loy Jinwei Gu 47 29 0 10 Sep 2021
Dead Pixel Test Using Effective Receptive Field Bum Jun Kim Hyeyeon Choi Hyeonah Jang Dong Gu Lee Wonseok Jeong Sang Woo Kim 27 25 0 31 Aug 2021
Towards Self-Explainable Graph Neural Network Enyan Dai Suhang Wang 36 84 0 26 Aug 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 104 2,824 0 23 Aug 2021
Differentiable Subset Pruning of Transformer Heads Jiaoda Li Ryan Cotterell Mrinmaya Sachan 45 54 0 10 Aug 2021
All the attention you need: Global-local, spatial-channel attention for image retrieval Chull Hwan Song Hye Joo Han Yannis Avrithis 18 39 0 16 Jul 2021
FBI-Denoiser: Fast Blind Image Denoiser for Poisson-Gaussian Noise Jaeseok Byun Sungmin Cha Taesup Moon 42 42 0 23 May 2021
Posterior Sampling for Image Restoration using Explicit Patch Priors Roy Friedman Yair Weiss 45 5 0 20 Apr 2021
Searching Efficient Model-guided Deep Network for Image Denoising Qiang Ning W. Dong Xin Li Jinjian Wu Leida Li Guangming Shi 38 7 0 06 Apr 2021
Perspective, Survey and Trends: Public Driving Datasets and Toolsets for Autonomous Driving Virtual Test Pengliang Ji Li Ruan Yunzhi Xue Limin Xiao Qian Dong 42 35 0 01 Apr 2021
COLA-Net: Collaborative Attention Network for Image Restoration Chong Mou Jian Zhang Xiaopeng Fan Hangfan Liu Ronggang Wang 20 74 0 10 Mar 2021
Feature-Align Network with Knowledge Distillation for Efficient Denoising Lucas D. Young F. Reda Rakesh Ranjan Jon Morton Jun Hu Y. Ling Xiaoyu Xiang David Liu Vikas Chandra 38 3 0 02 Mar 2021
Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration Haokui Zhang Ying Li Hao Chen Chengrong Gong Zongwen Bai Chunhua Shen 28 13 0 24 Dec 2020
Learning to Guide Local Feature Matches François Darmon Mathieu Aubry P. Monasse 3DV 35 11 0 21 Oct 2020
Sparsifying Transformer Models with Trainable Representation Pooling Michal Pietruszka Łukasz Borchmann Lukasz Garncarek 23 10 0 10 Sep 2020
Co-Attention for Conditioned Image Matching Olivia Wiles Sébastien Ehrhardt Andrew Zisserman VLM 24 13 0 16 Jul 2020
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation Zongsheng Yue Qian Zhao Lei Zhang Deyu Meng DiffM 26 200 0 12 Jul 2020
Total Deep Variation: A Stable Regularizer for Inverse Problems Erich Kobler Alexander Effland K. Kunisch Thomas Pock MedIm 27 19 0 15 Jun 2020
Distributionally Robust Weighted $k$ -Nearest Neighbors Shixiang Zhu Liyan Xie Minghe Zhang Rui Gao Yao Xie OOD 21 7 0 07 Jun 2020
Identity Enhanced Residual Image Denoising Saeed Anwar C. P. Huynh Fatih Porikli SupR 22 15 0 26 Apr 2020
RANSAC-Flow: generic two-stage image alignment Xi Shen Franccois Darmon Alexei A. Efros Mathieu Aubry 27 87 0 03 Apr 2020
Patch-based Non-Local Bayesian Networks for Blind Confocal Microscopy Denoising S. Izadi Ghassan Hamarneh BDL 28 4 0 25 Mar 2020
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks Majed El Helou Ruofan Zhou Sabine Süsstrunk 24 45 0 16 Mar 2020
Differentiable Top-k Operator with Optimal Transport Yujia Xie H. Dai Minshuo Chen Bo Dai T. Zhao H. Zha Wei Wei Tomas Pfister OT 32 27 0 16 Feb 2020
Total Deep Variation for Linear Inverse Problems Erich Kobler Alexander Effland K. Kunisch Thomas Pock 24 89 0 14 Jan 2020
SampleNet: Differentiable Point Cloud Sampling Itai Lang Asaf Manor S. Avidan 3DPC 16 163 0 08 Dec 2019
Variational Denoising Network: Toward Blind Noise Modeling and Removal Zongsheng Yue Hongwei Yong Qian Zhao Lei Zhang Deyu Meng BDL 14 303 0 29 Aug 2019