Neural Nearest Neighbors Networks

30 October 2018

Papers citing "Neural Nearest Neighbors Networks"

50 / 126 papers shown

Title
E $^3$ -Pruner: Towards Efficient, Economical, and Effective Layer Pruning for Large Language Models Tao Yuan Haoli Bai Yinfei Pan Xuyang Cao Tianyu Zhang Lu Hou Ting Hu Xianzhi Yu VLM 139 0 0 21 Nov 2025
Attention Via Convolutional Nearest Neighbors Mingi Kang Jeová Farias Sales Rocha Neto 133 0 0 18 Nov 2025
Separating Knowledge and Perception with Procedural Data Adrian Rodriguez-Munoz Manel Baradad Phillip Isola Antonio Torralba VLM OCL 189 0 0 12 Aug 2025
Speckle2Self: Self-Supervised Ultrasound Speckle Reduction Without Clean Data Xuesong Li Nassir Navab Zhongliang Jiang 193 0 0 09 Jul 2025
SoftStep: Learning Sparse Similarity Powers Deep Neighbor-Based Regression Aviad Susman Mayte Suárez-Fariñas Joseph T Colonel Joseph T Colonel 122 0 0 09 Jun 2025
Learning to Merge Tokens via Decoupled Embedding for Efficient Vision TransformersNeural Information Processing Systems (NeurIPS), 2024 Dong Hoon Lee Seunghoon Hong 154 9 0 13 Dec 2024
Towards flexible perception with visual memory Robert Geirhos P. Jaini Austin Stone Sourabh Medapati Xi Yi G. Toderici Abhijit Ogale Jonathon Shlens 329 2 0 15 Aug 2024
Fast, nonlocal and neural: a lightweight high quality solution to image denoising Yu Guo Axel Davy Gabriele Facciolo Jean-Michel Morel Qiyu Jin 112 19 0 06 Mar 2024
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 188 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 254 4 0 07 Dec 2023
Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit?IEEE International Conference on Computer Vision (ICCV), 2023 Bill Psomas Ioannis Kakogeorgiou Konstantinos Karantzalos Yannis Avrithis ViT 180 14 0 13 Sep 2023
Self2Self+: Single-Image Denoising with Self-Supervised Learning and Image Quality Assessment Loss Jaekyun Ko Sang-Hoon Lee 66 5 0 20 Jul 2023
Beam Tree Recursive CellsInternational Conference on Machine Learning (ICML), 2023 Jishnu Ray Chowdhury Cornelia Caragea 345 6 0 31 May 2023
NODE-ImgNet: a PDE-informed effective and robust model for image denoisingPattern Recognition (Pattern Recogn.), 2023 Xinheng Xie Yue-bo Wu Hao Ni Cuiyu He 95 17 0 18 May 2023
KBNet: Kernel Basis Network for Image Restoration Yuanhang Zhang Dasong Li Xiaoyu Shi Dailan He Kangning Song Xiaogang Wang Hongwei Qin Jiaming Song 239 75 0 06 Mar 2023
Learning to Scale Temperature in Masked Self-Attention for Image Inpainting Xiang Zhou Yuan Zeng Yi Gong 145 3 0 13 Feb 2023
Image Denoising: The Deep Learning Revolution and Beyond -- A Survey Paper --SIAM Journal of Imaging Sciences (JSIS), 2023 Michael Elad Bahjat Kawar Gregory Vaksman 186 120 0 09 Jan 2023
Neural Architecture for Online Ensemble Continual Learning Mateusz Wójcik Witold Ko'sciukiewicz Tomasz Kajdanowicz Adam Gonczarek CLL 198 1 0 27 Nov 2022
A Memory Transformer Network for Incremental LearningBritish Machine Vision Conference (BMVC), 2022 Ahmet Iscen Thomas Bird Mathilde Caron Alireza Fathi Cordelia Schmid CLL 209 15 0 10 Oct 2022
Differentiable Mathematical Programming for Object-Centric Representation LearningInternational Conference on Learning Representations (ICLR), 2022 Adeel Pervez Phillip Lippe E. Gavves OCL 217 5 0 05 Oct 2022
SIMPLE: A Gradient Estimator for $k$ -Subset SamplingInternational Conference on Learning Representations (ICLR), 2022 Kareem Ahmed Zhe Zeng Mathias Niepert Karen Ullrich BDL 288 30 0 04 Oct 2022
WGICP: Differentiable Weighted GICP-Based Lidar Odometry Sanghyun Son Jing Liang Ming Lin Tianyi Zhou 3DPC 161 2 0 20 Sep 2022
ELMformer: Efficient Raw Image Restoration with a Locally Multiplicative TransformerACM Multimedia (ACM MM), 2022 Jiaqi Ma Shengyuan Yan Guang Dai Guoli Wang Qian Zhang 130 10 0 31 Aug 2022
Feature Learning for Nonlinear Dimensionality Reduction toward Maximal Extraction of Hidden PatternsIEEE Pacific Visualization Symposium (PacificVis), 2022 Takanori Fujiwara Yun-Hsin Kuo Anders Ynnerman K. Ma 190 10 0 28 Jun 2022
FINGER: Fast Inference for Graph-based Approximate Nearest Neighbor SearchThe Web Conference (WWW), 2022 Patrick H. Chen Wei-Cheng Chang Hsiang-Fu Yu Inderjit S. Dhillon Cho-Jui Hsieh 89 29 0 22 Jun 2022
Robust Deep Ensemble Method for Real-world Image DenoisingNeurocomputing (Neurocomputing), 2022 Pengju Liu Hongzhi Zhang Jinghui Wang Yuzhi Wang Dongwei Ren W. Zuo 158 12 0 08 Jun 2022
Dense residual Transformer for image denoising Chao Yao Shuo Jin Meiqin Liu Xiaojuan Ban ViT 140 35 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 141 6 0 25 Apr 2022
Learning Enriched Features for Fast Image Restoration and EnhancementIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao SupR 168 520 0 19 Apr 2022
Practical Blind Image Denoising via Swin-Conv-UNet and Data SynthesisMachine Intelligence Research (MIR), 2022 Lucas Beerens Yawei Li Christos Sakaridis Jingyun Liang Yulun Zhang Hao Tang Deng-Ping Fan Radu Timofte Luc Van Gool OOD 279 173 0 24 Mar 2022
Calibration of Machine Reading Systems at ScaleFindings (Findings), 2022 Shehzaad Dhuliawala Leonard Adolphs Rajarshi Das Mrinmaya Sachan 255 12 0 20 Mar 2022
A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large ShiftComputer Vision and Pattern Recognition (CVPR), 2022 Shi Guo Xi Yang Jianqi Ma Gaofeng Ren Lei Zhang 176 15 0 17 Mar 2022
Multi-Scale Adaptive Network for Single Image DenoisingNeural Information Processing Systems (NeurIPS), 2022 Yuanbiao Gou Peng Hu Jiancheng Lv Qiufeng Wang Xiaocui Peng 196 38 0 08 Mar 2022
Patch-Based Stochastic Attention for Image EditingComputer Vision and Image Understanding (CVIU), 2022 Nicolas Cherel Andrés Almansa Y. Gousseau A. Newson 203 8 0 07 Feb 2022
FN-Net:Remove the Outliers by Filtering the Noise Kai Lv 110 1 0 23 Jan 2022
Enhancing Low-Light Images in Real World via Cross-Image Disentanglement Lanqing Guo Renjie Wan Wenhan Yang Alex C. Kot Bihan Wen 141 6 0 10 Jan 2022
DetarNet: Decoupling Translation and Rotation by Siamese Network for Point Cloud RegistrationAAAI Conference on Artificial Intelligence (AAAI), 2021 Zhi Chen Fan Yang Wenbing Tao ViT 3DPC 157 30 0 28 Dec 2021
Rethinking Nearest Neighbors for Visual Classification Menglin Jia Bor-Chun Chen Zuxuan Wu Claire Cardie Serge Belongie Ser-Nam Lim SSL 140 11 0 15 Dec 2021
FINO: Flow-based Joint Image and Noise Model Lanqing Guo Siyu Huang Haosen Liu Bihan Wen 111 5 0 11 Nov 2021
DeepBBS: Deep Best Buddies for Point Cloud Registration Itan Hezroni Amnon Drory Raja Giryes S. Avidan 3DPC 243 20 0 06 Oct 2021
Dynamic Attentive Graph Learning for Image Restoration Chong Mou Jian Zhang Zhuoyuan Wu DiffM 200 97 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 203 2 0 10 Sep 2021
ReconfigISP: Reconfigurable Camera Image Processing PipelineIEEE International Conference on Computer Vision (ICCV), 2021 K. Yu Zexian Li Yue Peng Chen Change Loy Jinwei Gu 129 38 0 10 Sep 2021
Dead Pixel Test Using Effective Receptive FieldPattern Recognition Letters (PR), 2021 Bum Jun Kim Hyeyeon Choi Hyeonah Jang Dong Gu Lee Wonseok Jeong Sang Woo Kim 113 31 0 31 Aug 2021
Rethinking Deep Image Prior for DenoisingIEEE International Conference on Computer Vision (ICCV), 2021 Yeonsik Jo S. Chun Jonghyun Choi AI4CE 130 61 0 29 Aug 2021
Towards Self-Explainable Graph Neural NetworkInternational Conference on Information and Knowledge Management (CIKM), 2021 Enyan Dai Suhang Wang 221 99 0 26 Aug 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Lucas Beerens Luc Van Gool Radu Timofte ViT 424 3,869 0 23 Aug 2021
Differentiable Subset Pruning of Transformer HeadsTransactions of the Association for Computational Linguistics (TACL), 2021 Jiaoda Li Robert Bamler Mrinmaya Sachan 270 62 0 10 Aug 2021
WSDesc: Weakly Supervised 3D Local Descriptor Learning for Point Cloud RegistrationIEEE Transactions on Visualization and Computer Graphics (TVCG), 2021 Lei Li Hongbo Fu M. Ovsjanikov 3DPC 203 29 0 05 Aug 2021
DCT2net: an interpretable shallow CNN for image denoisingIEEE Transactions on Image Processing (TIP), 2021 Sébastien Herbreteau Charles Kervrann 76 27 0 31 Jul 2021