Chair for Machine Learning & Computer Vision

university

https://www.uni-augsburg.de/en/fakultaet/fai/informatik/prof/mmc/

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AI & ML interests

Computer Vision

Recent Activity

KieDani authored a paper 2 days ago

DSFlash: Comprehensive Panoptic Scene Graph Generation in Realtime

KieDani authored a paper 2 days ago

Beyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) Benchmark

KieDani submitted a paper 3 days ago

Beyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) Benchmark

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Papers

Beyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) Benchmark

TT4D: A Pipeline and Dataset for Table Tennis 4D Reconstruction From Monocular Videos

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authored 2 papers 2 days ago

DSFlash: Comprehensive Panoptic Scene Graph Generation in Realtime

Paper • 2603.10538 • Published Mar 11

Beyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) Benchmark

Paper • 2606.30170 • Published 4 days ago • 4

submitted a paper to Daily Papers 3 days ago

Beyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) Benchmark

Paper • 2606.30170 • Published 4 days ago • 4

authored a paper about 2 months ago

TT4D: A Pipeline and Dataset for Table Tennis 4D Reconstruction From Monocular Videos

Paper • 2605.01234 • Published May 2 • 4

submitted a paper to Daily Papers about 2 months ago

TT4D: A Pipeline and Dataset for Table Tennis 4D Reconstruction From Monocular Videos

Paper • 2605.01234 • Published May 2 • 4

authored a paper 7 months ago

Uplifting Table Tennis: A Robust, Real-World Application for 3D Trajectory and Spin Estimation

Paper • 2511.20250 • Published Nov 25, 2025 • 4

authored a paper 7 months ago

Uplifting Table Tennis: A Robust, Real-World Application for 3D Trajectory and Spin Estimation

Paper • 2511.20250 • Published Nov 25, 2025 • 4

authored a paper 10 months ago

HOIverse: A Synthetic Scene Graph Dataset With Human Object Interactions

Paper • 2506.19639 • Published Jun 24, 2025 • 2

authored a paper 11 months ago

Leveraging Anthropometric Measurements to Improve Human Mesh Estimation and Ensure Consistent Body Shapes

Paper • 2409.17671 • Published Sep 26, 2024 • 2

authored 7 papers 11 months ago

Towards Learning Monocular 3D Object Localization From 2D Labels using the Physical Laws of Motion

Paper • 2310.17462 • Published Oct 26, 2023 • 2

A Fair Ranking and New Model for Panoptic Scene Graph Generation

Paper • 2407.09216 • Published Jul 12, 2024 • 2

Haystack: A Panoptic Scene Graph Dataset to Evaluate Rare Predicate Classes

Paper • 2309.02286 • Published Sep 5, 2023 • 2

COVID Detection and Severity Prediction with 3D-ConvNeXt and Custom Pretrainings

Paper • 2206.15073 • Published Jun 30, 2022 • 2

Detecting Arbitrary Keypoints on Limbs and Skis with Sparse Partly Correct Segmentation Masks

Paper • 2211.09446 • Published Nov 17, 2022 • 2

Segformer++: Efficient Token-Merging Strategies for High-Resolution Semantic Segmentation

Paper • 2405.14467 • Published May 23, 2024 • 4

Towards Ball Spin and Trajectory Analysis in Table Tennis Broadcast Videos via Physically Grounded Synthetic-to-Real Transfer

Paper • 2504.19863 • Published Apr 28, 2025 • 3

authored 2 papers 11 months ago

On the Importance of Conditioning for Privacy-Preserving Data Augmentation

Paper • 2504.05849 • Published Apr 8, 2025 • 1

A Review and Efficient Implementation of Scene Graph Generation Metrics

Paper • 2404.09616 • Published Apr 15, 2024 • 1

authored 2 papers 11 months ago

Efficient 2D to Full 3D Human Pose Uplifting including Joint Rotations

Paper • 2504.09953 • Published Apr 14, 2025 • 1

Leveraging Anthropometric Measurements to Improve Human Mesh Estimation and Ensure Consistent Body Shapes

Paper • 2409.17671 • Published Sep 26, 2024 • 2