Beyond Heuristics: Globally Optimal Configuration of Implicit Neural Representations
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Sipeng, Zhang, Yan, Li, Shibo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multi-Fidelity Flow Matching: Cascaded Refinement of PDE Solutions
by: Chen, Sipeng, et al.
Published: (2026)
by: Chen, Sipeng, et al.
Published: (2026)
Regime-Adaptive Bayesian Optimization via Dirichlet Process Mixtures of Gaussian Processes
by: Zhang, Yan, et al.
Published: (2026)
by: Zhang, Yan, et al.
Published: (2026)
Dynamical Implicit Neural Representations
by: Park, Yesom, et al.
Published: (2025)
by: Park, Yesom, et al.
Published: (2025)
Nonparametric Teaching of Implicit Neural Representations
by: Zhang, Chen, et al.
Published: (2024)
by: Zhang, Chen, et al.
Published: (2024)
Temporal Variational Implicit Neural Representations
by: Koyuncu, Batuhan, et al.
Published: (2025)
by: Koyuncu, Batuhan, et al.
Published: (2025)
Heterogeneous Metamaterials Design via Multiscale Neural Implicit Representation
by: Chen, Hongrui, et al.
Published: (2025)
by: Chen, Hongrui, et al.
Published: (2025)
Implicit Neural Representations for Chemical Reaction Paths
by: Ramakrishnan, Kalyan, et al.
Published: (2025)
by: Ramakrishnan, Kalyan, et al.
Published: (2025)
Understanding NTK Variance in Implicit Neural Representations
by: Ou, Chengguang, et al.
Published: (2025)
by: Ou, Chengguang, et al.
Published: (2025)
Ensuring Semantics in Weights of Implicit Neural Representations through the Implicit Function Theorem
by: Qiu, Tianming, et al.
Published: (2026)
by: Qiu, Tianming, et al.
Published: (2026)
Quantum Implicit Neural Representations
by: Zhao, Jiaming, et al.
Published: (2024)
by: Zhao, Jiaming, et al.
Published: (2024)
Unveiling the Potential of Superexpressive Networks in Implicit Neural Representations
by: Mudiyanselage, Uvini Balasuriya, et al.
Published: (2025)
by: Mudiyanselage, Uvini Balasuriya, et al.
Published: (2025)
Inductive Gradient Adjustment For Spectral Bias In Implicit Neural Representations
by: Shi, Kexuan, et al.
Published: (2024)
by: Shi, Kexuan, et al.
Published: (2024)
Implicit Regularization Paths of Weighted Neural Representations
by: Du, Jin-Hong, et al.
Published: (2024)
by: Du, Jin-Hong, et al.
Published: (2024)
F-INR: Functional Tensor Decomposition for Implicit Neural Representations
by: Vemuri, Sai Karthikeya, et al.
Published: (2025)
by: Vemuri, Sai Karthikeya, et al.
Published: (2025)
A Sampling Theory Perspective on Activations for Implicit Neural Representations
by: Saratchandran, Hemanth, et al.
Published: (2024)
by: Saratchandran, Hemanth, et al.
Published: (2024)
RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural Representations
by: He, Jiajun, et al.
Published: (2023)
by: He, Jiajun, et al.
Published: (2023)
CausalVerse: Benchmarking Causal Representation Learning with Configurable High-Fidelity Simulations
by: Chen, Guangyi, et al.
Published: (2025)
by: Chen, Guangyi, et al.
Published: (2025)
Towards Croppable Implicit Neural Representations
by: Ashkenazi, Maor, et al.
Published: (2024)
by: Ashkenazi, Maor, et al.
Published: (2024)
FA-INR: Adaptive Implicit Neural Representations for Interpretable Exploration of Simulation Ensembles
by: Li, Ziwei, et al.
Published: (2025)
by: Li, Ziwei, et al.
Published: (2025)
Implicit Neural Representations for Speed-of-Sound Estimation in Ultrasound
by: Byra, Michal, et al.
Published: (2024)
by: Byra, Michal, et al.
Published: (2024)
Efficient Proxy Raytracer for Optical Systems using Implicit Neural Representations
by: Sinaei, Shiva, et al.
Published: (2025)
by: Sinaei, Shiva, et al.
Published: (2025)
The Inlet Rank Collapse in Implicit Neural Representations: Diagnosis and Unified Remedy
by: Zheng, Jianqiao, et al.
Published: (2026)
by: Zheng, Jianqiao, et al.
Published: (2026)
Spatiotemporal Implicit Neural Representation as a Generalized Traffic Data Learner
by: Nie, Tong, et al.
Published: (2024)
by: Nie, Tong, et al.
Published: (2024)
Implicit Neural-Representation Learning for Elastic Deformable-Object Manipulations
by: Song, Minseok, et al.
Published: (2025)
by: Song, Minseok, et al.
Published: (2025)
Explorable INR: An Implicit Neural Representation for Ensemble Simulation Enabling Efficient Spatial and Parameter Exploration
by: Chen, Yi-Tang, et al.
Published: (2025)
by: Chen, Yi-Tang, et al.
Published: (2025)
Improving Efficiency of Iso-Surface Extraction on Implicit Neural Representations Using Uncertainty Propagation
by: Li, Haoyu, et al.
Published: (2024)
by: Li, Haoyu, et al.
Published: (2024)
HOIN: High-Order Implicit Neural Representations
by: Chen, Yang, et al.
Published: (2024)
by: Chen, Yang, et al.
Published: (2024)
TSINR: Capturing Temporal Continuity via Implicit Neural Representations for Time Series Anomaly Detection
by: Li, Mengxuan, et al.
Published: (2024)
by: Li, Mengxuan, et al.
Published: (2024)
Generalizable Implicit Neural Representation As a Universal Spatiotemporal Traffic Data Learner
by: Nie, Tong, et al.
Published: (2024)
by: Nie, Tong, et al.
Published: (2024)
PILIR: Physics-Informed Local Implicit Representation
by: Li, Jianfeng, et al.
Published: (2026)
by: Li, Jianfeng, et al.
Published: (2026)
Heuristic Optimal Transport in Branching Networks
by: Andrecut, M.
Published: (2023)
by: Andrecut, M.
Published: (2023)
Implicit Hypothesis Testing and Divergence Preservation in Neural Network Representations
by: Aksoy, Kadircan, et al.
Published: (2026)
by: Aksoy, Kadircan, et al.
Published: (2026)
Implicit Neural Representation of Tileable Material Textures
by: Paz, Hallison, et al.
Published: (2024)
by: Paz, Hallison, et al.
Published: (2024)
Hierarchical Implicit Neural Emulators
by: Jiang, Ruoxi, et al.
Published: (2025)
by: Jiang, Ruoxi, et al.
Published: (2025)
Going Beyond Heuristics by Imposing Policy Improvement as a Constraint
by: Lee, Chi-Chang, et al.
Published: (2025)
by: Lee, Chi-Chang, et al.
Published: (2025)
Factorized Neural Implicit DMD for Parametric Dynamics
by: Chen, Siyuan, et al.
Published: (2026)
by: Chen, Siyuan, et al.
Published: (2026)
INR-Bench: A Unified Benchmark for Implicit Neural Representations in Multi-Domain Regression and Reconstruction
by: Li, Linfei, et al.
Published: (2025)
by: Li, Linfei, et al.
Published: (2025)
Large Neighborhood Search meets Iterative Neural Constraint Heuristics
by: Xu, Yudong W., et al.
Published: (2026)
by: Xu, Yudong W., et al.
Published: (2026)
SINR: Sparsity Driven Compressed Implicit Neural Representations
by: Jayasundara, Dhananjaya, et al.
Published: (2025)
by: Jayasundara, Dhananjaya, et al.
Published: (2025)
ImplicitTerrainV2: Wavelet-Guided Spatially Adaptive Neural Terrain Representation
by: Feng, Haoan, et al.
Published: (2026)
by: Feng, Haoan, et al.
Published: (2026)
Similar Items
-
Multi-Fidelity Flow Matching: Cascaded Refinement of PDE Solutions
by: Chen, Sipeng, et al.
Published: (2026) -
Regime-Adaptive Bayesian Optimization via Dirichlet Process Mixtures of Gaussian Processes
by: Zhang, Yan, et al.
Published: (2026) -
Dynamical Implicit Neural Representations
by: Park, Yesom, et al.
Published: (2025) -
Nonparametric Teaching of Implicit Neural Representations
by: Zhang, Chen, et al.
Published: (2024) -
Temporal Variational Implicit Neural Representations
by: Koyuncu, Batuhan, et al.
Published: (2025)