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 / 1,623 papers shown

Title
MedIL: Implicit Latent Spaces for Generating Heterogeneous Medical Images at Arbitrary Resolutions Tyler A. Spears Shen Zhu Yinzhu Jin A. Shrivastava P. T. Fletcher LM&MA MedIm 95 1 0 12 Apr 2025
Transforming Future Data Center Operations and Management via Physical AI Zhiwei Cao Minghao Li Feng Lin Qiang Fu Jimin Jia Yonggang Wen Jianxiong Yin AI4CE 115 0 0 07 Apr 2025
PINNverse: Accurate parameter estimation in differential equations from noisy data with constrained physics-informed neural networks Marius Almanstötter Roman Vetter Dagmar Iber PINN 191 3 0 07 Apr 2025
Exploring Kernel Transformations for Implicit Neural Representations Sheng Zheng Chaoning Zhang Dongshen Han Fachrina Dewi Puspitasari Xinhong Hao Yang Yang Jikang Cheng 115 0 0 07 Apr 2025
Climplicit: Climatic Implicit Embeddings for Global Ecological Tasks Johannes Dollinger Damien Robert Elena Plekhanova Lukas Drees Jan Dirk Wegner AI4CE 190 0 0 07 Apr 2025
SDEIT: Semantic-Driven Electrical Impedance Tomography Dong Liu Yuanchao Wu Bowen Tong Jiansong Deng DiffM 118 0 0 05 Apr 2025
DeepOHeat-v1: Efficient Operator Learning for Fast and Trustworthy Thermal Simulation and Optimization in 3D-IC Design Xinling Yu Ziyue Liu Hai Li Yixing Li Xin Ai Zhiyu Zeng Ian Young Zheng Zhang AI4CE 169 0 0 04 Apr 2025
Spline-based Transformers Prashanth Chandran Agon Serifi Markus Gross Moritz Bächer 238 0 0 03 Apr 2025
Hard-constraining Neumann boundary conditions in physics-informed neural networks via Fourier feature embeddings Christopher Straub Philipp Brendel Vlad Medvedev A. Rosskopf 129 2 0 01 Apr 2025
Zero-Shot 4D Lidar Panoptic Segmentation Yushan Zhang Aljosa Osep Laura Leal-Taixé Tim Meinhardt 3DPC 136 2 0 01 Apr 2025
SmartScan: An AI-based Interactive Framework for Automated Region Extraction from Satellite Images S. Nagendra Kashif Rashid 119 0 0 31 Mar 2025
Synergistic Bleeding Region and Point Detection in Laparoscopic Surgical Videos Jialun Pei Zhangjun Zhou Diandian Guo Zhixi Li Jing Qin Bo Du Pheng-Ann Heng 138 2 0 28 Mar 2025
Mesh Compression with Quantized Neural Displacement Fields Sai Karthikey Pentapati Gregoire Phillips Alan Bovik AI4CE 163 1 0 28 Mar 2025
GmNet: Revisiting Gating Mechanisms From A Frequency View Yifan Wang Xu Ma Yitian Zhang Zhongruo Wang Sung-Cheol Kim Vahid Mirjalili Vidya Renganathan Y. Fu 120 0 0 28 Mar 2025
F-INR: Functional Tensor Decomposition for Implicit Neural Representations Sai Karthikeya Vemuri Tim Buchner Joachim Denzler AI4CE 149 3 0 27 Mar 2025
KernelFusion: Assumption-Free Blind Super-Resolution via Patch Diffusion Oliver Heinimann Assaf Shocher Tal Zimbalist Michal Irani DiffM SupR 124 0 0 27 Mar 2025
Unveiling the Potential of Superexpressive Networks in Implicit Neural Representations Uvini Balasuriya Mudiyanselage Woojin Cho Minju Jo Noseong Park Kookjin Lee 154 1 0 27 Mar 2025
SINR: Sparsity Driven Compressed Implicit Neural Representations Dhananjaya Jayasundara Sudarshan Rajagopalan Y. Ranasinghe Trac D. Tran Vishal M. Patel 113 0 0 25 Mar 2025
BADGR: Bundle Adjustment Diffusion Conditioned by GRadients for Wide-Baseline Floor Plan Reconstruction Yuguang Li Ivaylo Boyadzhiev Zixuan Liu Linda Shapiro Alex Colburn DiffM 3DV 124 0 0 25 Mar 2025
Learning Scene-Level Signed Directional Distance Function with Ellipsoidal Priors and Neural Residuals Zhirui Dai Hojoon Shin Yulun Tian Ki Myung Brian Lee Nikolay Atanasov 119 0 0 25 Mar 2025
Boosting Resolution Generalization of Diffusion Transformers with Randomized Positional Encodings Cong Liu Liang Hou Mingwu Zheng Xin Tao Pengfei Wan Di Zhang Kun Gai 129 0 0 24 Mar 2025
End-to-End Implicit Neural Representations for Classification Alexander Gielisse Jan van Gemert 177 0 0 23 Mar 2025
Towards Understanding the Benefits of Neural Network Parameterizations in Geophysical Inversions: A Study With Neural Fields Anran Xu L. Heagy 185 0 0 21 Mar 2025
NdLinear: Preserving Multi-Dimensional Structure for Parameter-Efficient Neural Networks Alex Reneau Jerry Yao-Chieh Hu Zhongfang Zhuang Ting-Chun Liu Xiang He Judah Goldfeder Nadav Timor Allen Roush Ravid Shwartz-Ziv HAI 189 0 0 21 Mar 2025
GAIR: Improving Multimodal Geo-Foundation Model with Geo-Aligned Implicit Representations Ziqiang Liu Fan Zhang Junfeng Jiao Ni Lao Gengchen Mai 181 4 0 20 Mar 2025
Digitally Prototype Your Eye Tracker: Simulating Hardware Performance using 3D Synthetic Data Esther Y. H. Lin Yimin Ding Jogendra Kundu Yatong An Mohamed T. El-Haddad Alexander Fix 103 0 0 20 Mar 2025
Enhanced Vascular Flow Simulations in Aortic Aneurysm via Physics-Informed Neural Networks and Deep Operator Networks Oscar L. Cruz-González Valérie Deplano Badih Ghattas MedIm AI4CE 120 0 0 19 Mar 2025
LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding Amirhossein Kazerouni Soroush Mehraban Michael Brudno Babak Taati 126 3 0 19 Mar 2025
ARC: Anchored Representation Clouds for High-Resolution INR Classification Joost Luijmes Alexander Gielisse Roman Knyazhitskiy Jan van Gemert 135 2 0 19 Mar 2025
Towards Open-World Generation of Stereo Images and Unsupervised Matching Feng Qiao Zhexiao Xiong Eric Xing Nathan Jacobs DiffM 3DV 152 1 0 17 Mar 2025
Mitigating Spectral Bias in Neural Operators via High-Frequency Scaling for Physical Systems Siavash Khodakarami Vivek Oommen Aniruddha Bora George Karniadakis AI4CE 174 13 0 17 Mar 2025
A Survey on Transformer Context Extension: Approaches and Evaluation Yijun Liu Jinzheng Yu Yang Xu Zhongyang Li Qingfu Zhu LLMAG 232 7 0 17 Mar 2025
R3-Avatar: Record and Retrieve Temporal Codebook for Reconstructing Photorealistic Human Avatars Yifan Zhan Wangze Xu Qingtian Zhu Muyao Niu Mingze Ma Yifei Liu Zhihang Zhong Xiao-Fu Sun Yinqiang Zheng 175 1 0 17 Mar 2025
Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes Keqi Chen V. Srivastav Didier Mutter N. Padoy 109 0 0 17 Mar 2025
SAM2 for Image and Video Segmentation: A Comprehensive Survey Zhang Jiaxing Tang Hao VLM 170 6 0 17 Mar 2025
CDKFormer: Contextual Deviation Knowledge-Based Transformer for Long-Tail Trajectory Prediction Yuansheng Lian Ke Zhang Meng Li 164 1 0 16 Mar 2025
Challenges and Advancements in Modeling Shock Fronts with Physics-Informed Neural Networks: A Review and Benchmarking Study J. Abbasi Ameya D. Jagtap Ben Moseley Aksel Hiorth P. Andersen PINN AI4CE 115 5 0 14 Mar 2025
MetricGrids: Arbitrary Nonlinear Approximation with Elementary Metric Grids based Implicit Neural Representation Shu Wang Yanbo Gao Shuai Li Chong Lv Xun Cai Chuankun Li Hui Yuan Jing Zhang 171 1 0 13 Mar 2025
SASNet: Spatially-Adaptive Sinusoidal Neural Networks Haoan Feng Diana Aldana Tiago Novello L. Floriani 114 1 0 12 Mar 2025
PromptGAR: Flexible Promptive Group Activity Recognition Zhangyu Jin Andrew Feng Ankur Chemburkar Celso M. De Melo VLM 180 0 0 11 Mar 2025
Dynamic PET Image Reconstruction via Non-negative INR Factorization Chaozhi Zhang Wenxiang Ding Roy Y. He Xiaoqun Zhang Qiaoqiao Ding 202 0 0 11 Mar 2025
Efficient Distillation of Classifier-Free Guidance using Adapters Cristian Perez Jensen Seyedmorteza Sadat 173 3 0 10 Mar 2025
Implicit Neural Representation for Video and Image Super-Resolution M. Aiyetigbo Wanqi Yuan Feng Luo Nianyi Li SupR 124 0 0 06 Mar 2025
Distilling Dataset into Neural Field DongHyeok Shin Heesun Bae Gyuwon Sim Wanmo Kang Il-Chul Moon DD 202 3 0 05 Mar 2025
2DGS-Avatar: Animatable High-fidelity Clothed Avatar via 2D Gaussian Splatting Qipeng Yan Mingyang Sun Li Zhang 3DGS 113 0 0 04 Mar 2025
A Hypernetwork-Based Approach to KAN Representation of Audio Signals Patryk Marszałek Maciej Rut Piotr Kawa Przemysław Spurek P. Syga 187 2 0 04 Mar 2025
Lossy Neural Compression for Geospatial Analytics: A Review Carlos Gomes Isabelle Wittmann Damien Robert Johannes Jakubik Tim Reichelt ... Romeo Kienzler Rania Briq Sabrina Benassou Michele Lazzarini C. Albrecht 209 3 0 03 Mar 2025
Foundation Models Secretly Understand Neural Network Weights: Enhancing Hypernetwork Architectures with Foundation Models Jeffrey Gu Serena Yeung-Levy AI4CE 97 1 0 02 Mar 2025
Towards Lossless Implicit Neural Representation via Bit Plane Decomposition Woo Kyoung Han Byeonghun Lee Hyunmin Cho Sunghoon Im Kyong Hwan Jin MQ 674 0 0 28 Feb 2025
Ext2Gen: Alignment through Unified Extraction and Generation for Robust Retrieval-Augmented Generation Hwanjun Song J. Choi Minseok Kim RALM 3DV 149 1 0 28 Feb 2025