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

Recent Activity

nielsr submitted a paper 17 days ago

VidEoMT: Your ViT is Secretly Also a Video Segmentation Model

nielsr submitted a paper 22 days ago

Causal-JEPA: Learning World Models through Object-Level Latent Interventions

nielsr submitted a paper about 1 month ago

UPLiFT: Efficient Pixel-Dense Feature Upsampling with Local Attenders

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submitted a paper to Daily Papers 17 days ago

VidEoMT: Your ViT is Secretly Also a Video Segmentation Model

Paper • 2602.17807 • Published 21 days ago • 6

submitted a paper to Daily Papers 22 days ago

Causal-JEPA: Learning World Models through Object-Level Latent Interventions

Paper • 2602.11389 • Published 29 days ago • 5

submitted a paper to Daily Papers about 1 month ago

UPLiFT: Efficient Pixel-Dense Feature Upsampling with Local Attenders

Paper • 2601.17950 • Published Jan 25 • 4

submitted a paper to Daily Papers about 2 months ago

TCAndon-Router: Adaptive Reasoning Router for Multi-Agent Collaboration

Paper • 2601.04544 • Published Jan 8 • 6

submitted a paper to Daily Papers 3 months ago

CASA: Cross-Attention via Self-Attention for Efficient Vision-Language Fusion

Paper • 2512.19535 • Published Dec 22, 2025 • 12

JanPf

authored 2 papers 10 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, 2025 • 22

authored 7 papers about 1 year 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

in caidas/swin2SR-compressed-sr-x4-48 about 1 year ago

Adding `safetensors` variant of this model

#1 opened about 1 year ago by

updated a Space over 1 year ago

README

JanPf

authored a paper over 1 year ago

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

Paper • 2411.11171 • Published Nov 17, 2024 • 8

updated 2 models almost 2 years ago

caidas/swin2SR-classical-sr-x4-64

Image-to-Image • 12.2M • Updated Mar 27, 2024 • 3.45k • 3

caidas/swin2SR-classical-sr-x2-64

Image-to-Image • 12.1M • Updated Mar 27, 2024 • 8.65k • 41

authored a paper about 2 years ago

High-Quality Image Restoration Following Human Instructions

Paper • 2401.16468 • Published Jan 29, 2024 • 15