Overview

• Tutorials, Workshops: September 19th, 2023 (13:30 – 17:00)
• Welcome Reception: September 19th, 2023  (from 18:00)
• Main Conference: September 20th – 22nd, 2023 
• Industrial Fair: September 20th, 2023 (from 16:40) open to public, no registration required

Program

Tuesday 19.9

13:30 – 17:00 (Mathematikon, Im Neuenheimer Feld 205)
 - Workshop: Scene Understanding for Autonomous Drone Delivery
 - Tutorial: Generative Models in Computer Vision and the Sciences

15:00 – 15:30 Coffee break

18:00 Welcome Reception (BräuStadel, Berliner Str. 41)

Wednesday 20.9 (Kirchhoff-Institut für Physik (KIP))

09:00 Welcome
09:10 DAGM Pattern Recognition Award Session

10:15 Coffee break

10:40 Oral Session: Image Segmentation
- Score-Based Generative Models for Medical Image Segmentation using Signed Distance Functions
- Best Practices in Active Learning for Semantic Segmentation

11:20 Keynote: Lena Maier-Hein: From pixels to patients: Navigating the nuances of medical machine learning in real-world clinics

12:10 Lunch Break & DAGM General Assembly (incl. catering)

13:30 Oral Session: Interpretable Machine Learning
- DeViL: Decoding Vision features into Language
- Simplified Concrete Dropout - Improving the Generation of Attribution Masks for Fine-grained Classification

14:10 PITA Session: Anna Kreshuk: Microscopy image analysis: weak supervision and beyond

14:50 Poster session 1 (List of Articles)

16:20 PITA Session: Jens Kleesiek: Generalist Medical AI

17:00 Industry Fair (incl. catering; no registration required for this event)

Thursday 21.9 (Kirchhoff-Institut für Physik (KIP))

09:00 Keynote: Patrick Perez: Reliable driving perception

09:50 Oral Session: Photogrammetry
- Underwater multiview stereo using axial camera models
- DustNet: Attention to Dust

10:30 Coffee break

11:00 Oral Session: 3D Vision
- LMD: Light-weight Prediction Quality Estimation for Object Detection in Lidar Point Clouds
- A Network Analysis for Correspondence Learning via Linearly-Embedded Functions

11:40 PITA Session: Christoph Lampert: Federated Learning - all for one and one for all

12:20 Lunch break 

13:40 Keynote: Barbara Plank: Human-Facing Natural Language Processing

14:30 Poster session 2 (List of Articles)

16:00 Oral Session: Machine Learning Methods
- Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks
- COOLer: Class-Incremental Learning for Appearance-Based Multiple Object Tracking
- An Evaluation of Zero-Cost Proxies - from Neural Architecture Performance Prediction to Model Robustnes

17:00 Walk to ship for conference dinner
18:30 Boarding ship (ship leaves 19:00)

Friday 22.9 (Kirchhoff-Institut für Physik (KIP))

09:00 Keynote: Michael Unser: Controlled learning of pointwise nonlinearities with application to imaging

09:50 Oral Session: Nectar Track
- Open-Vocabulary Attribute Detection
- FunnyBirds: A Synthetic Vision Dataset for a Part-Based Analysis of Explainable AI Methods
- Efficient Video Prediction via Sparsely Conditioned Flow Matching

10:50 Coffee break

11:20 PITA Session: Bernt Schiele: Interpretability for Deep Learning in Computer Vision

12:00 PITA Session: Daniel Cremers: 3D Computer Vision for Dynamic Scene Understanding

12:40 Award Session: GCPR Best Paper & MVTec Dissertation Award

13:00 End of conference (Lunch ticket for Mensa provided)