Hanno Scharr
7 papers · 2025–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
⭐
Rising Star
(7)
Top co-authors
Research topics
Machine Learning
(6)
Computer Vision
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Processing
(3)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Application Areas
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core AI
(1)
Keywords
self-supervised learning
(2)
image reconstruction
(2)
joint embedding
(2)
bayesian inference
(2)
transfer learning
(1)
uncertainty quantification
(1)
data augmentation
(1)
monocular depth estimation
(1)
feature representation
(1)
markov chain monte carlo
(1)
magnetic resonance imaging
(1)
cell tracking
(1)
constrained sampling
(1)
diffusion model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
data efficiency
(1)
vision foundation model
(1)
image transformation
(1)
classification problem
(1)
Papers
1LoRA: Summation Compression for Very Low-Rank Adaptation
WACV 2026
Higher-Order Hit-&-Run Samplers for Linearly Constrained Densities
UAI 2026
Self-Supervised Learning Based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation
AAAI 2026
TimeBridge: Self-Supervised Video Representation Learning via Start-End Joint Embedding and In-Between Frame Prediction
CVPR 2026
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks
WACV 2025
How To Make Your Cell Tracker Say "I dunno!"
ICCV 2025
MRI Reconstruction with Regularized 3D Diffusion Model (R3DM)
WACV 2025