Computer Vision Lab, CAIDAS, University of Würzburg

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https://www.informatik.uni-wuerzburg.de/computervision/home/

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AI & ML interests

Artificial Intelligence, Computer Vision, Machine Learning, Computational Photography, Image Enhancement, Super-Resolution, Compression, Streaming

JanPf

authored 2 papers 6 months ago

NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation

Paper • 2112.02721 • Published Dec 6, 2021

ModernGBERT: German-only 1B Encoder Model Trained from Scratch

Paper • 2505.13136 • Published May 19 • 21

marcosv

authored 7 papers 10 months ago

AIS 2024 Challenge on Video Quality Assessment of User-Generated Content: Methods and Results

Paper • 2404.16205 • Published Apr 24, 2024

INRetouch: Context Aware Implicit Neural Representation for Photography Retouching

Paper • 2412.03848 • Published Dec 5, 2024

DarkIR: Robust Low-Light Image Restoration

Paper • 2412.13443 • Published Dec 18, 2024 • 4

Streaming Neural Images

Paper • 2409.17134 • Published Sep 25, 2024

Extreme Compression of Adaptive Neural Images

Paper • 2405.16807 • Published May 27, 2024

CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification

Paper • 2204.14244 • Published Apr 29, 2022

Model-Based Image Signal Processors via Learnable Dictionaries

Paper • 2201.03210 • Published Jan 10, 2022

nielsr

in caidas/swin2SR-compressed-sr-x4-48 11 months ago

Adding `safetensors` variant of this model

#1 opened 11 months ago by

marcosv

updated a Space 12 months ago

README

JanPf

authored a paper 12 months ago

LLäMmlein: Compact and Competitive German-Only Language Models from Scratch

Paper • 2411.11171 • Published Nov 17, 2024 • 8

nielsr

updated 2 models over 1 year ago

caidas/swin2SR-classical-sr-x4-64

Image-to-Image • 12.2M • Updated Mar 27, 2024 • 3.85k • 3

caidas/swin2SR-classical-sr-x2-64

Image-to-Image • 12.1M • Updated Mar 27, 2024 • 22.7k • 37

marcosv

authored 2 papers almost 2 years ago

High-Quality Image Restoration Following Human Instructions

Paper • 2401.16468 • Published Jan 29, 2024 • 15

A Brief Overview of AI Governance for Responsible Machine Learning Systems

Paper • 2211.13130 • Published Nov 21, 2022

marcosv

authored a paper about 2 years ago

H2O Open Ecosystem for State-of-the-art Large Language Models

Paper • 2310.13012 • Published Oct 17, 2023 • 9

marcosv

authored 3 papers over 2 years ago

NILUT: Conditional Neural Implicit 3D Lookup Tables for Image Enhancement

Paper • 2306.11920 • Published Jun 20, 2023 • 3

h2oGPT: Democratizing Large Language Models

Paper • 2306.08161 • Published Jun 13, 2023 • 18

Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration

Paper • 2209.11345 • Published Sep 22, 2022