Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

Neural Information Processing Systems (NeurIPS), 2025

18 June 2020

Papers citing "Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains"

50 / 1,615 papers shown

Title
Scene Graph Disentanglement and Composition for Generalizable Complex Image Generation Yunnan Wang Ziqiang Li Zequn Zhang Wenyao Zhang Baao Xie Xihui Liu Wenjun Zeng Xin Jin CoGe DiffM 106 5 0 01 Oct 2024
Lipschitz-Driven Noise Robustness in VQ-AE for High-Frequency Texture Repair in ID-Specific Talking Heads Jian Yang Xukun Wang Wentao Wang Guoming Li Qihang Fang Ruihong Yuan Tianyang Wang Jason Zhaoxin Fan Yeying Jin Zhaoxin Fan VGen 246 1 0 01 Oct 2024
OPONeRF: One-Point-One NeRF for Robust Neural Rendering Yu Zheng Yueqi Duan Kangfu Zheng Hongru Yan Jiwen Lu Jie Zhou 120 0 0 30 Sep 2024
Single-shot reconstruction of three-dimensional morphology of biological cells in digital holographic microscopy using a physics-driven neural network Jihwan Kim Youngdo Kim Hyo Seung Lee Eunseok Seo Sang Joon Lee 85 2 0 30 Sep 2024
WildFusion: Multimodal Implicit 3D Reconstructions in the Wild Yanbaihui Liu Boyuan Chen 159 1 0 30 Sep 2024
Fast Encoding and Decoding for Implicit Video Representation Hao Chen Saining Xie Ser-Nam Lim Abhinav Shrivastava 141 6 0 28 Sep 2024
Frequency-adaptive Multi-scale Deep Neural Networks Jizu Huang Rukang You Tao Zhou AI4CE 160 10 0 28 Sep 2024
Multimodal Markup Document Models for Graphic Design Completion Kotaro Kikuchi Naoto Inoue Mayu Otani E. Simo-Serra Kota Yamaguchi VLM 132 8 0 27 Sep 2024
Discovery and inversion of the viscoelastic wave equation in inhomogeneous media Su Chen Yi Ding Hiroe Miyake Xiaojun Li 175 0 0 27 Sep 2024
Neural Implicit Representation for Highly Dynamic LiDAR Mapping and Odometry Qi Zhang He Wang Ru Li Wenbin Li AI4CE 115 1 0 26 Sep 2024
Neural Light Spheres for Implicit Image Stitching and View Synthesis Ilya Chugunov Amogh Joshi Kiran Murthy Francois Bleibel Felix Heide 240 4 0 26 Sep 2024
Streaming Neural Images Marcos V. Conde Andy Bigos Radu Timofte 91 0 0 25 Sep 2024
Degradation-Guided One-Step Image Super-Resolution with Diffusion Priors Aiping Zhang Zongsheng Yue Renjing Pei Wenqi Ren Xiaochun Cao 113 18 0 25 Sep 2024
CLSP: High-Fidelity Contrastive Language-State Pre-training for Agent State Representation Fuxian Huang Tao Gui Shaopeng Zhai Jie Wang Tianyi Zhang Haoran Zhang Ming Zhou Yu Liu Yu Qiao CLIP AI4TS 121 0 0 24 Sep 2024
Plenoptic PNG: Real-Time Neural Radiance Fields in 150 KB Jae Yong Lee Yuqun Wu Chuhang Zou Derek Hoiem Shenlong Wang 3DGS 111 1 0 24 Sep 2024
GraphLand: Evaluating Graph Machine Learning Models on Diverse Industrial Data Gleb Bazhenov Oleg Platonov Liudmila Prokhorenkova LMTD 129 6 0 22 Sep 2024
Shape-informed surrogate models based on signed distance function domain encoding L. Zhang S. Pagani Jun Zhang Francesco Regazzoni AI4CE 127 1 0 19 Sep 2024
GStex: Per-Primitive Texturing of 2D Gaussian Splatting for Decoupled Appearance and Geometry Modeling Victor Rong Jingxiang Chen Sherwin Bahmani Kiriakos N. Kutulakos David B. Lindell 3DGS 195 8 0 19 Sep 2024
Monomial Matrix Group Equivariant Neural Functional Networks Hoang V. Tran Thieu N. Vo Tho H. Tran An T. Nguyen Tan M. Nguyen 200 10 0 18 Sep 2024
$SL$^{2}$A-INR: Single-Layer Learnable Activation for Implicit Neural Representation$ SL $^{2}$ A-INR: Single-Layer Learnable Activation for Implicit Neural Representation Moein Heidari Reza Rezaeian Reza Azad Dorit Merhof Hamid Soltanian-Zadeh Ilker Hacihaliloglu 188 1 0 17 Sep 2024
Scaling Continuous Kernels with Sparse Fourier Domain Learning Clayton A. Harper Luke Wood Peter Gerstoft Eric C. Larson 104 0 0 15 Sep 2024
Learning Two-factor Representation for Magnetic Resonance Image Super-resolution Weifeng Wei Heng Chen Pengxiang Su SupR 91 1 0 15 Sep 2024
Learning Transferable Features for Implicit Neural Representations Kushal Vyas Ahmed Imtiaz Humayun Aniket Dashpute Richard G. Baraniuk Ashok Veeraraghavan Guha Balakrishnan OOD 279 6 0 15 Sep 2024
Automatic Scene Generation: State-of-the-Art Techniques, Models, Datasets, Challenges, and Future Prospects Awal Ahmed Fime Saifuddin Mahmud Arpita Das Md. Sunzidul Islam Hong-Hoon Kim VGen 3DV 127 1 0 14 Sep 2024
Implicit Neural Representations with Fourier Kolmogorov-Arnold Networks Ali Mehrabian Parsa Mojarad Adi Moein Heidari Ilker Hacihaliloglu 180 4 0 14 Sep 2024
GroundingBooth: Grounding Text-to-Image Customization Zhexiao Xiong Wei Xiong Jing Shi He Zhang Yizhi Song Nathan Jacobs DiffM 220 12 0 13 Sep 2024
Expansive Supervision for Neural Radiance Field Weixiang Zhang Shuzhao Xie Shijia Ge Wei Yao Chen Tang Zhi Wang 209 2 0 12 Sep 2024
PaveSAM Segment Anything for Pavement Distress Neema Jakisa Owor Y. Adu-Gyamfi Armstrong Aboah M. Amo-Boateng VLM 98 9 0 11 Sep 2024
AC-IND: Sparse CT reconstruction based on attenuation coefficient estimation and implicit neural distribution Wangduo Xie Richard Schoonhoven Tristan van Leeuwen Matthew B. Blaschko OOD 128 0 0 11 Sep 2024
A Latent Implicit 3D Shape Model for Multiple Levels of Detail Benoît Guillard Marc Habermann Christian Theobalt Pascal Fua 3DV 154 1 0 10 Sep 2024
NESI: Shape Representation via Neural Explicit Surface Intersection Congyi Zhang Jinfan Yang Eric Hedlin Suzuran Takikawa Nicholas Vining K. M. Yi Wenping Wang Alla Sheffer 74 0 0 09 Sep 2024
Driving with Prior Maps: Unified Vector Prior Encoding for Autonomous Vehicle Mapping Shuang Zeng Xinyuan Chang Xinran Liu Zheng Pan Xing Wei 145 12 0 09 Sep 2024
Diff-INR: Generative Regularization for Electrical Impedance Tomography Bowen Tong Junwu Wang Dong Liu DiffM MedIm 180 4 0 06 Sep 2024
Neural Entropy Akhil Premkumar DiffM 286 2 0 05 Sep 2024
Incorporating dense metric depth into neural 3D representations for view synthesis and relighting A. N. Chaudhury Igor Vasiljevic Sergey Zakharov Vitor Campagnolo Guizilini Rares Andrei Ambrus Srinivasa Narasimhan C. Atkeson 3DH 3DV 128 0 0 04 Sep 2024
MDNF: Multi-Diffusion-Nets for Neural Fields on Meshes Avigail Cohen Rimon Tal Shnitzer Mirela Ben Chen 162 0 0 04 Sep 2024
Robust Fourier Neural Networks Halyun Jeong Jihun Han OOD 73 0 0 03 Sep 2024
$S^2$ NeRF: Privacy-preserving Training Framework for NeRF Bokang Zhang Yanglin Zhang Zhikun Zhang Jinglan Yang Lingying Huang Junfeng Wu 139 2 0 03 Sep 2024
SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution Mevan Ekanayake Zhifeng Chen Gary Egan Mehrtash Harandi Zhiwen Chen SupR 92 2 0 02 Sep 2024
Deep Neural Implicit Representation of Accessibility for Multi-Axis Manufacturing George Harabin Amir M. Mirzendehdel M. Behandish AI4CE 113 2 0 30 Aug 2024
NeRF-CA: Dynamic Reconstruction of X-ray Coronary Angiography with Extremely Sparse-views Kirsten W.H. Maas D. Ruijters Anna Vilanova Nicola Pezzotti 149 1 0 29 Aug 2024
Exploring Selective Layer Fine-Tuning in Federated Learning Yuchang Sun Yuexiang Xie Bolin Ding Yaliang Li Jun Zhang FedML 116 5 0 28 Aug 2024
FreqINR: Frequency Consistency for Implicit Neural Representation with Adaptive DCT Frequency Loss Meiyi Wei Liu Xie Y. Sun Gang Chen 95 0 0 25 Aug 2024
SpecGaussian with Latent Features: A High-quality Modeling of the View-dependent Appearance for 3D Gaussian Splatting Zhiru Wang Shiyun Xie C. Pan G. Wang 116 5 0 23 Aug 2024
Transientangelo: Few-Viewpoint Surface Reconstruction Using Single-Photon Lidar Weihan Luo Anagh Malik David B. Lindell 121 4 0 22 Aug 2024
NeR-VCP: A Video Content Protection Method Based on Implicit Neural Representation Yangping Lin Yan Ke Ke Niu Jia-Wei Liu Xiaoyuan Yang 109 0 0 20 Aug 2024
Transfer Operator Learning with Fusion Frame Haoyang Jiang Yongzhi Qu 60 0 0 20 Aug 2024
Liquid Fourier Latent Dynamics Networks for fast GPU-based numerical simulations in computational cardiology Matteo Salvador Alison L. Marsden AI4CE 145 2 0 19 Aug 2024
Reference-free Axial Super-resolution of 3D Microscopy Images using Implicit Neural Representation with a 2D Diffusion Prior Kyungryun Lee Won-Ki Jeong MedIm 84 2 0 16 Aug 2024
Bi-directional Contextual Attention for 3D Dense Captioning Minjung Kim Hyung Suk Lim Soonyoung Lee Bumsoo Kim Gunhee Kim 117 4 0 13 Aug 2024