Tobias Hollerer
8 papers · 2015–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(29)
Top co-authors
Research topics
Computer Vision
(5)
Analysis
(5)
Deep Learning
(4)
Machine Learning
(4)
Application Areas
(4)
Learning Types · Deep Learning
(3)
Processing
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Mathematics & Optimization
(1)
Architectures
(1)
Domain-Specific
(1)
Mathematics
(1)
Keywords
data augmentation
(2)
image classification
(2)
relative pose
(2)
label noise
(2)
semi-supervised learning
(2)
structure from motion
(2)
image correspondence
(1)
noisy label learning
(1)
image segmentation
(1)
deep learning
(1)
neural network optimization
(1)
adaptive sampling
(1)
noisy label
(1)
instance segmentation
(1)
mesh generation
(1)
deep neural network
(1)
occlusion handling
(1)
monocular video
(1)
depth estimation
(1)
object detection
(1)
Papers
AniGrad: Anisotropic Gradient-Adaptive Sampling for 3D Reconstruction From Monocular Video
CVPR 2025
"Smoothness, Synthesis, and Sampling: Re-thinking Unsupervised Multi-View Stereo with DIV Loss"
ECCV 2024
Interactive Segmentation and Visualization for Tiny Objects in Multi-Megapixel Images
CVPR 2022
Augmentation Strategies for Learning With Noisy Labels
CVPR 2021
Improving Label Noise Robustness with Data Augmentation and Semi-Supervised Learning (Student Abstract)
AAAI 2021
Exploring the Benefits of Depth Information in Object Pixel Masking (Student Abstract)
AAAI 2020
Computing Similarity Transformations From Only Image Correspondences
CVPR 2015
Optimizing the Viewing Graph for Structure-From-Motion
ICCV 2015