:: Library Catalog

Imagen de Portada

Guardado en:

Detalles Bibliográficos
Autores principales:	Singh, Gurjeet Sangra, Falkiewicz, Maciej, Kalousis, Alexandros
Formato:	Preprint
Publicado:	2025
Materias:	Machine Learning
Acceso en línea:	https://arxiv.org/abs/2506.22204
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Variational Grey-Box Dynamics Matching
por: Singh, Gurjeet Sangra, et al.
Publicado: (2026)

Kolmogorov-Smirnov GAN
por: Falkiewicz, Maciej, et al.
Publicado: (2024)

MING: A Functional Approach to Learning Molecular Generative Models
por: Nguyen, Van Khoa, et al.
Publicado: (2024)

Unrestrained Simplex Denoising for Discrete Data. A Non-Markovian Approach Applied to Graph Generation
por: Boget, Yoann, et al.
Publicado: (2026)

Hierarchical Discrete Flow Matching for Graph Generation
por: Boget, Yoann, et al.
Publicado: (2026)

Noise-Guided Transport for Imitation Learning
por: Blondé, Lionel, et al.
Publicado: (2025)

GLAD: Improving Latent Graph Generative Modeling with Simple Quantization
por: Nguyen, Van Khoa, et al.
Publicado: (2024)

Discrete Graph Auto-Encoder
por: Boget, Yoann, et al.
Publicado: (2023)

Stein Diffusion Guidance: Training-Free Posterior Correction for Sampling Beyond High-Density Regions
por: Nguyen, Van Khoa, et al.
Publicado: (2025)

Mimicking Better by Matching the Approximate Action Distribution
por: Ramos, João A. Cândido, et al.
Publicado: (2023)

Towards White Box Deep Learning
por: Satkiewicz, Maciej
Publicado: (2024)

Open-Source High-Speed Flight Surrogate Modeling Framework
por: Korenyi-Both, Tyler E., et al.
Publicado: (2024)

Parameter Estimation in DAGs from Incomplete Data via Optimal Transport
por: Vo, Vy, et al.
Publicado: (2023)

Neural Optimal Transport Meets Multivariate Conformal Prediction
por: Kondratyev, Vladimir, et al.
Publicado: (2025)

Digital Twin for Grey Box modeling of Multistory residential building thermal dynamics
por: Morkunaite, Lina, et al.
Publicado: (2024)

Deep Optimal Sensor Placement for Black Box Stochastic Simulations
por: Cordero-Encinar, Paula, et al.
Publicado: (2024)

Transformer Fusion with Optimal Transport
por: Imfeld, Moritz, et al.
Publicado: (2023)

On the Existence of Optimal Transport Gradient for Learning Generative Models
por: Houdard, Antoine, et al.
Publicado: (2021)

Deep Learning Meets Process-Based Models: A Hybrid Approach to Agricultural Challenges
por: Shi, Yue, et al.
Publicado: (2025)

StAD: Stein Amortized Divergence for Fast Likelihoods with Diffusion and Flow
por: Jagwani, Gurjeet, et al.
Publicado: (2026)

Hybrid Neural Ordinary Differential Equations for Data-Efficient Polymerization Modeling with Incomplete Kinetics
por: Almanasreh, Marah, et al.
Publicado: (2026)

Meta-Learning for Unsupervised Outlier Detection with Optimal Transport
por: Singh, Prabhant, et al.
Publicado: (2022)

Rethinking Deep Alignment Through The Lens Of Incomplete Learning
por: Bach, Thong, et al.
Publicado: (2025)

Neural Optimal Transport with General Cost Functionals
por: Asadulaev, Arip, et al.
Publicado: (2022)

Efficient Generative Modeling via Penalized Optimal Transport Network
por: Lu, Wenhui Sophia, et al.
Publicado: (2024)

Point Cloud Classification via Deep Set Linearized Optimal Transport
por: Mahan, Scott, et al.
Publicado: (2024)

Bootstrap Deep Spectral Clustering with Optimal Transport
por: Guo, Wengang, et al.
Publicado: (2025)

Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data
por: Daras, Giannis, et al.
Publicado: (2024)

A Gentle Introduction and Tutorial on Deep Generative Models in Transportation Research
por: Choi, Seongjin, et al.
Publicado: (2024)

Deep Incomplete Multi-View Clustering via Hierarchical Imputation and Alignment
por: Du, Yiming, et al.
Publicado: (2026)

Advancing Transportation Mode Share Analysis with Built Environment: Deep Hybrid Models with Urban Road Network
por: Zhuang, Dingyi, et al.
Publicado: (2024)

AlignFlow: Improving Flow-based Generative Models with Semi-Discrete Optimal Transport
por: Kong, Lingkai, et al.
Publicado: (2025)

Deep Joint Distribution Optimal Transport for Universal Domain Adaptation on Time Series
por: Mussard, Romain, et al.
Publicado: (2025)

DPOT: A DeepParticle method for Computation of Optimal Transport with convergence guarantee
por: Li, Yingyuan, et al.
Publicado: (2025)

How to Train Your Advisor: Steering Black-Box LLMs with Advisor Models
por: Asawa, Parth, et al.
Publicado: (2025)

MissHDD: Hybrid Deterministic Diffusion for Hetrogeneous Incomplete Data Imputation
por: Zhou, Youran, et al.
Publicado: (2025)

Uncertainty Quantification for Language Models: A Suite of Black-Box, White-Box, LLM Judge, and Ensemble Scorers
por: Bouchard, Dylan, et al.
Publicado: (2025)

Hybrid Ensemble-Based Travel Mode Prediction
por: Golik, Paweł, et al.
Publicado: (2024)

Geometric Deep Learning for Computer-Aided Design: A Survey
por: Heidari, Negar, et al.
Publicado: (2024)

Accumulated Aggregated D-Optimal Designs for Estimating Main Effects in Black-Box Models
por: Chang, Chih-Yu, et al.
Publicado: (2025)