Image de couverture de livre

Ensuring Semantics in Weights of Implicit Neural Representations through the Implicit Function Theorem

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Qiu, Tianming, Sonis, Christos, Shen, Hao
Format:	Preprint
Publié:	2026
Sujets:	Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Implicit Regularization Paths of Weighted Neural Representations
par: Du, Jin-Hong, et autres
Publié: (2024)

Dynamical Implicit Neural Representations
par: Park, Yesom, et autres
Publié: (2025)

Encoding Semantic Priors into the Weights of Implicit Neural Representation
par: Cai, Zhicheng, et autres
Publié: (2024)

F-INR: Functional Tensor Decomposition for Implicit Neural Representations
par: Vemuri, Sai Karthikeya, et autres
Publié: (2025)

Temporal Variational Implicit Neural Representations
par: Koyuncu, Batuhan, et autres
Publié: (2025)

Understanding NTK Variance in Implicit Neural Representations
par: Ou, Chengguang, et autres
Publié: (2025)

Pruning AMR: Efficient Visualization of Implicit Neural Representations via Weight Matrix Analysis
par: Zvonek, Jennifer, et autres
Publié: (2025)

Implicit Neural Representations of Molecular Vector-Valued Functions
par: Lhotka, Jirka, et autres
Publié: (2025)

Quantum Implicit Neural Representations
par: Zhao, Jiaming, et autres
Publié: (2024)

Unveiling the Potential of Superexpressive Networks in Implicit Neural Representations
par: Mudiyanselage, Uvini Balasuriya, et autres
Publié: (2025)

Towards Croppable Implicit Neural Representations
par: Ashkenazi, Maor, et autres
Publié: (2024)

Nonparametric Teaching of Implicit Neural Representations
par: Zhang, Chen, et autres
Publié: (2024)

Implicit Neural Representations for Chemical Reaction Paths
par: Ramakrishnan, Kalyan, et autres
Publié: (2025)

Improving Efficiency of Iso-Surface Extraction on Implicit Neural Representations Using Uncertainty Propagation
par: Li, Haoyu, et autres
Publié: (2024)

Optimizing 3D Geometry Reconstruction from Implicit Neural Representations
par: Fan, Shen, et autres
Publié: (2024)

The Vekua Layer: Exact Physical Priors for Implicit Neural Representations via Generalized Analytic Functions
par: Khasia, Vladimer
Publié: (2025)

Molecular Representations in Implicit Functional Space via Hyper-Networks
par: Wang, Zehong, et autres
Publié: (2026)

A Sampling Theory Perspective on Activations for Implicit Neural Representations
par: Saratchandran, Hemanth, et autres
Publié: (2024)

Beyond Heuristics: Globally Optimal Configuration of Implicit Neural Representations
par: Chen, Sipeng, et autres
Publié: (2025)

Heterogeneous Metamaterials Design via Multiscale Neural Implicit Representation
par: Chen, Hongrui, et autres
Publié: (2025)

RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural Representations
par: He, Jiajun, et autres
Publié: (2023)

Implicit Optimization Bias of Next-Token Prediction in Linear Models
par: Thrampoulidis, Christos
Publié: (2024)

Implicit Neural Representations for Speed-of-Sound Estimation in Ultrasound
par: Byra, Michal, et autres
Publié: (2024)

Implicit Neural-Representation Learning for Elastic Deformable-Object Manipulations
par: Song, Minseok, et autres
Publié: (2025)

FA-INR: Adaptive Implicit Neural Representations for Interpretable Exploration of Simulation Ensembles
par: Li, Ziwei, et autres
Publié: (2025)

Implicit Geometry of Next-token Prediction: From Language Sparsity Patterns to Model Representations
par: Zhao, Yize, et autres
Publié: (2024)

Implicit Neural Representation of Tileable Material Textures
par: Paz, Hallison, et autres
Publié: (2024)

The Inlet Rank Collapse in Implicit Neural Representations: Diagnosis and Unified Remedy
par: Zheng, Jianqiao, et autres
Publié: (2026)

Spatiotemporal Implicit Neural Representation as a Generalized Traffic Data Learner
par: Nie, Tong, et autres
Publié: (2024)

Efficient Proxy Raytracer for Optical Systems using Implicit Neural Representations
par: Sinaei, Shiva, et autres
Publié: (2025)

Hierarchical Implicit Neural Emulators
par: Jiang, Ruoxi, et autres
Publié: (2025)

Implicit Hypothesis Testing and Divergence Preservation in Neural Network Representations
par: Aksoy, Kadircan, et autres
Publié: (2026)

SINR: Sparsity Driven Compressed Implicit Neural Representations
par: Jayasundara, Dhananjaya, et autres
Publié: (2025)

Explorable INR: An Implicit Neural Representation for Ensemble Simulation Enabling Efficient Spatial and Parameter Exploration
par: Chen, Yi-Tang, et autres
Publié: (2025)

ICTSurF: Implicit Continuous-Time Survival Functions with Neural Networks
par: Puttanawarut, Chanon, et autres
Publié: (2023)

Generalizable Implicit Neural Representation As a Universal Spatiotemporal Traffic Data Learner
par: Nie, Tong, et autres
Publié: (2024)

HOIN: High-Order Implicit Neural Representations
par: Chen, Yang, et autres
Publié: (2024)

Neural Implicit Surface Evolution
par: Novello, Tiago, et autres
Publié: (2022)

Implicit Bias and Fast Convergence Rates for Self-attention
par: Vasudeva, Bhavya, et autres
Publié: (2024)

PILIR: Physics-Informed Local Implicit Representation
par: Li, Jianfeng, et autres
Publié: (2026)