v1v2v3 (latest)

Hypernetwork functional image representation

27 February 2019

Papers citing "Hypernetwork functional image representation"

50 / 60 papers shown

Title
LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding Amirhossein Kazerouni Soroush Mehraban Michael Brudno Babak Taati 90 2 0 19 Mar 2025
HyConEx: Hypernetwork classifier with counterfactual explanations Patryk Marszałek Ulvi Movsum-zada Oleksii Furman Kamil Ksiazek Przemysław Spurek Marek Śmieja 75 0 0 16 Mar 2025
A Hypernetwork-Based Approach to KAN Representation of Audio Signals Patryk Marszałek Maciej Rut Piotr Kawa Przemysław Spurek P. Syga 141 0 0 04 Mar 2025
Leveraging Hypernetworks and Learnable Kernels for Consumer Energy Forecasting Across Diverse Consumer Types Muhammad Umair Danish Katarina Grolinger AI4TS 150 4 0 07 Feb 2025
Pareto Set Learning for Multi-Objective Reinforcement Learning Erlong Liu Yu-Chang Wu Xiaobin Huang Chengrui Gao Ren-Jian Wang Ke Xue Chao Qian OffRL 235 2 0 12 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 118 7 0 04 Dec 2024
VeGaS: Video Gaussian Splatting Weronika Smolak-Dyżewska Dawid Malarz Kornel Howil Jan Kaczmarczyk Marcin Mazur Przemysław Spurek 160 2 0 17 Nov 2024
Inductive Gradient Adjustment For Spectral Bias In Implicit Neural Representations Kexuan Shi Hai Chen Leheng Zhang Shuhang Gu 93 1 0 17 Oct 2024
FreSh: Frequency Shifting for Accelerated Neural Representation Learning Adam Kania Marko Mihajlovic Sergey Prokudin Jacek Tabor Przemysław Spurek 64 2 0 07 Oct 2024
MiraGe: Editable 2D Images using Gaussian Splatting Joanna Waczyñska Tomasz Szczepanik Piotr Borycki S. Tadeja Thomas Bohné Przemysław Spurek 3DGS 122 4 0 02 Oct 2024
HAIR: Hypernetworks-based All-in-One Image Restoration Jin Cao Yi Cao Li Pang Deyu Meng Xiangyong Cao 3DH 91 9 0 15 Aug 2024
Implicit Neural Representation For Accurate CFD Flow Field Prediction L. D. Vito Nils Pinnau Simone Dey AI4CE 102 1 0 12 Aug 2024
FedSheafHN: Personalized Federated Learning on Graph-structured Data Wenfei Liang Yanan Zhao Rui She Yiming Li Wee Peng Tay FedML 96 1 0 25 May 2024
Improved Implicit Neural Representation with Fourier Reparameterized Training Kexuan Shi Xingyu Zhou Shuhang Gu 161 21 0 15 Jan 2024
HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork Jae Yong Lee S. Cho H. Hwang 84 24 0 26 Dec 2023
Principled Weight Initialization for Hypernetworks Oscar Chang Lampros Flokas Hod Lipson 79 77 0 13 Dec 2023
INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings Amirhossein Kazerouni Reza Azad Alireza Hosseini Dorit Merhof Ulas Bagci AI4CE 85 21 0 28 Oct 2023
HyperBandit: Contextual Bandit with Hypernewtork for Time-Varying User Preferences in Streaming Recommendation Chenglei Shen Xiao Zhang Wei Wei Juncai Xu AI4TS 55 7 0 14 Aug 2023
Combiner and HyperCombiner Networks: Rules to Combine Multimodality MR Images for Prostate Cancer Localisation Wen Yan B. Chiu Ziyi Shen Qianye Yang Tom Syer ... S. Punwani M. Emberton David Atkinson D. Barratt Yipeng Hu MedIm 62 5 0 17 Jul 2023
Sphere2Vec: A General-Purpose Location Representation Learning over a Spherical Surface for Large-Scale Geospatial Predictions Gengchen Mai Yao Xuan Wen-Hang Zuo Yutong He Jiaming Song Stefano Ermon K. Janowicz Ni Lao 98 44 0 30 Jun 2023
Dynamic Implicit Image Function for Efficient Arbitrary-Scale Image Representation Zongyao He Zhi Jin SupR 122 5 0 21 Jun 2023
A Brief Review of Hypernetworks in Deep Learning Vinod Kumar Chauhan Jiandong Zhou Ping Lu Soheila Molaei David Clifton 138 106 0 12 Jun 2023
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 183 75 0 10 May 2023
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations Gengchen Mai Ni Lao Yutong He Jiaming Song Stefano Ermon 130 63 0 01 May 2023
Scale-Space Hypernetworks for Efficient Biomedical Imaging Jose Javier Gonzalez Ortiz John Guttag Adrian Dalca 57 0 0 11 Apr 2023
HyperINR: A Fast and Predictive Hypernetwork for Implicit Neural Representations via Knowledge Distillation Qi Wu David Bauer Yuyang Chen Kwan-Liu Ma 72 16 0 09 Apr 2023
HyperTab: Hypernetwork Approach for Deep Learning on Small Tabular Datasets Witold Wydmański Oleksii Bulenok Marek Śmieja LMTD 78 13 0 07 Apr 2023
Cascaded Local Implicit Transformer for Arbitrary-Scale Super-Resolution Haoming Chen Yu-Syuan Xu Minui Hong Yi-Min Tsai Hsien-Kai Kuo Chun-Yi Lee OffRL 112 50 0 29 Mar 2023
DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Medical Images K. Yu Li Sun Junxiang Chen Maxwell Reynolds Tigmanshu Chaudhary Kayhan Batmanghelich 86 1 0 21 Feb 2023
Hypernetworks build Implicit Neural Representations of Sounds Filip Szatkowski Karol J. Piczak Przemtslaw Spurek Jacek Tabor Tomasz Trzciñski 106 11 0 09 Feb 2023
TINC: Tree-structured Implicit Neural Compression Runzhao Yang Tingxiong Xiao Yuxiao Cheng J. Suo Qionghai Dai 106 11 0 12 Nov 2022
HyperSound: Generating Implicit Neural Representations of Audio Signals with Hypernetworks Filip Szatkowski Karol J. Piczak Przemysław Spurek Jacek Tabor Tomasz Trzciñski 117 13 0 03 Nov 2022
SCI: A Spectrum Concentrated Implicit Neural Compression for Biomedical Data Runzhao Yang Tingxiong Xiao Yuxiao Cheng Qi Cao Jinyuan Qu J. Suo Qionghai Dai 130 15 0 30 Sep 2022
Implicit Full Waveform Inversion with Deep Neural Representation Jian Sun K. Innanen AI4CE 70 36 0 08 Sep 2022
Recursive Neural Programs: Variational Learning of Image Grammars and Part-Whole Hierarchies Ares Fisher Rajesh P. N. Rao GAN DRL 42 2 0 16 Jun 2022
Layer-wised Model Aggregation for Personalized Federated Learning Xiaosong Ma Jie Zhang Song Guo Wenchao Xu FedML 83 183 0 09 May 2022
Learning the Effect of Registration Hyperparameters with HyperMorph Andrew Hoopes Malte Hoffmann Douglas N. Greve Bruce Fischl John Guttag Adrian Dalca 104 40 0 30 Mar 2022
Example-based Hypernetworks for Out-of-Distribution Generalization Tomer Volk Eyal Ben-David Ohad Amosy Gal Chechik Roi Reichart OOD 93 20 0 27 Mar 2022
Multi-Curve Translator for High-Resolution Photorealistic Image Translation Yuda Song Hui Qian Xin Du 51 5 0 15 Mar 2022
Computing Multiple Image Reconstructions with a Single Hypernetwork Alan Q. Wang Adrian Dalca M. Sabuncu 76 9 0 22 Feb 2022
Hyper-Convolutions via Implicit Kernels for Medical Imaging Tianyu Ma Alan Q. Wang Adrian Dalca M. Sabuncu SSL 77 1 0 06 Feb 2022
Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels Sun-Beom Hong A. Bonkhoff Andrew Hoopes Martin Bretzner M. Schirmer A. Giese Adrian Dalca Polina Golland N. Rost UQCV 60 7 0 13 Dec 2021
A Structured Dictionary Perspective on Implicit Neural Representations Gizem Yüce Guillermo Ortiz-Jiménez Beril Besbinar P. Frossard 91 91 0 03 Dec 2021
Block Contextual MDPs for Continual Learning Shagun Sodhani Franziska Meier Joelle Pineau Amy Zhang CLL 114 27 0 13 Oct 2021
Hyper-Convolution Networks for Biomedical Image Segmentation Tianyu Ma Adrian Dalca M. Sabuncu SSeg 106 15 0 21 May 2021
Modulated Periodic Activations for Generalizable Local Functional Representations Ishit Mehta Michael Gharbi Connelly Barnes Eli Shechtman R. Ramamoorthi Manmohan Chandraker 76 159 0 08 Apr 2021
UltraSR: Spatial Encoding is a Missing Key for Implicit Image Function-based Arbitrary-Scale Super-Resolution Xingqian Xu Zhangyang Wang Humphrey Shi SupR 96 69 0 23 Mar 2021
HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks Zhou Xian Shamit Lal H. Tung Emmanouil Antonios Platanios Katerina Fragkiadaki AI4CE 108 23 0 17 Mar 2021
Personalized Federated Learning using Hypernetworks Aviv Shamsian Aviv Navon Ethan Fetaya Gal Chechik FedML 118 338 0 08 Mar 2021
HyperPocket: Generative Point Cloud Completion Przemysław Spurek Artur Kasymov Marcin Mazur Diana Janik S. Tadeja Lukasz Struski Jacek Tabor Tomasz Trzciñski 3DPC 112 19 0 11 Feb 2021