:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Dupuis, Sonia, Metzger, Nando, Schindler, Konrad, Göttsche, Frank, Wunderle, Stefan
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2511.17134
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Marigold-DC: Zero-Shot Monocular Depth Completion with Guided Diffusion
by: Viola, Massimiliano, et al.
Published: (2024)

Marigold: Affordable Adaptation of Diffusion-Based Image Generators for Image Analysis
by: Ke, Bingxin, et al.
Published: (2025)

High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2
by: Metzger, Nando, et al.
Published: (2023)

Elastic3D: Controllable Stereo Video Conversion with Guided Latent Decoding
by: Metzger, Nando, et al.
Published: (2025)

Four-hour thunderstorm nowcasting using a deep diffusion model of satellite data
by: Dai, Kuai, et al.
Published: (2024)

DNN-Based Topology Optimisation: Spatial Invariance and Neural Tangent Kernel
by: Dupuis, Benjamin, et al.
Published: (2021)

Generalization Bounds for Heavy-Tailed SDEs through the Fractional Fokker-Planck Equation
by: Dupuis, Benjamin, et al.
Published: (2024)

Need for Speed: Zero-Shot Depth Completion with Single-Step Diffusion
by: Gregorek, Jakub, et al.
Published: (2026)

SegmentAnyTree: A sensor and platform agnostic deep learning model for tree segmentation using laser scanning data
by: Wielgosz, Maciej, et al.
Published: (2024)

A Variational Perspective on Generative Protein Fitness Optimization
by: Bogensperger, Lea, et al.
Published: (2025)

TerraFlow: Multimodal, Multitemporal Representation Learning for Earth Observation
by: Puriy, Nazar, et al.
Published: (2026)

Uncertainty Voting Ensemble for Imbalanced Deep Regression
by: Jiang, Yuchang, et al.
Published: (2023)

FireScope: Wildfire Risk Raster Prediction with a Chain-of-Thought Oracle
by: Markov, Mario, et al.
Published: (2025)

Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation
by: Ke, Bingxin, et al.
Published: (2023)

Spatiotemporal downscaling and nowcasting of urban land surface temperatures with deep neural networks
by: Kurchaba, Solomiia, et al.
Published: (2026)

Quantifying the Uncertainty of Foundation Models with Singular Value Ensembles
by: Turkoglu, Mehmet Ozgur, et al.
Published: (2026)

Is Continual Learning Ready for Real-world Challenges?
by: Kontogianni, Theodora, et al.
Published: (2024)

Embedding the MLOps Lifecycle into OT Reference Models
by: Schindler, Simon, et al.
Published: (2025)

Downscaling land surface temperature data using edge detection and block-diagonal Gaussian process regression
by: Dandapanthula, Sanjit, et al.
Published: (2026)

TetraDiffusion: Tetrahedral Diffusion Models for 3D Shape Generation
by: Kalischek, Nikolai, et al.
Published: (2022)

Generalization Bounds for Markov Algorithms through Entropy Flow Computations
by: Dupuis, Benjamin, et al.
Published: (2025)

Uniform Generalization Bounds on Data-Dependent Hypothesis Sets via PAC-Bayesian Theory on Random Sets
by: Dupuis, Benjamin, et al.
Published: (2024)

Acceptance Cards:A Four-Diagnostic Standard for Safe Fine-Tuning Defense Claims
by: Konrad, Phongsakon Mark, et al.
Published: (2026)

LLäMmlein: Transparent, Compact and Competitive German-Only Language Models from Scratch
by: Pfister, Jan, et al.
Published: (2024)

Unified Panoramic Geometry Estimation via Multi-View Foundation Models
by: Bozic, Vukasin, et al.
Published: (2026)

Pixel super-resolved virtual staining of label-free tissue using diffusion models
by: Zhang, Yijie, et al.
Published: (2024)

On the Role of Depth in the Expressivity of RNNs
by: Lizaire, Maude, et al.
Published: (2026)

AGBD: A Global-scale Biomass Dataset
by: Sialelli, Ghjulia, et al.
Published: (2024)

Repurposing Protein Language Models for Latent Flow-Based Fitness Optimization
by: Arroyo, Amaru Caceres, et al.
Published: (2026)

Thermodynamics-informed super-resolution of scarce temporal dynamics data
by: Bermejo-Barbanoj, Carlos, et al.
Published: (2024)

Refined Verlinde formulas for Hilbert schemes of points and moduli spaces of sheaves on K3 surfaces
by: Göttsche, Lothar
Published: (2019)

Step-resolved data attribution for looped transformers
by: Kaissis, Georgios, et al.
Published: (2026)

Algorithm- and Data-Dependent Generalization Bounds for Diffusion Models
by: Dupuis, Benjamin, et al.
Published: (2025)

LoRA-Ensemble: Efficient Uncertainty Modelling for Self-Attention Networks
by: Mühlematter, Dominik J., et al.
Published: (2024)

CubeDiff: Repurposing Diffusion-Based Image Models for Panorama Generation
by: Kalischek, Nikolai, et al.
Published: (2025)

Precipitation nowcasting of satellite data using physically-aligned neural networks
by: Catão, Antônio, et al.
Published: (2025)

Cause or Trigger? From Philosophy to Causal Modeling
by: Hlaváčková-Schindler, Kateřina, et al.
Published: (2025)

Data-Driven Ground-Fault Location Method in Distribution Power System With Distributed Generation
by: Caporuscio, Mauro, et al.
Published: (2024)

An autoencoder for compressing angle-resolved photoemission spectroscopy data
by: Agustsson, Steinn Ymir, et al.
Published: (2024)

Practical considerations for variable screening in the super learner
by: Williamson, Brian D., et al.
Published: (2023)