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Computer Vision Group
TUM School of Computation, Information and Technology
Technical University of Munich

Technical University of Munich

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Informatik IX
Computer Vision Group

Boltzmannstrasse 3
85748 Garching info@vision.in.tum.de

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News

24.10.2024

LSD SLAM received the ECCV 2024 Koenderink Award for standing the Test of Time.

03.07.2024

We have seven papers accepted to ECCV 2024. Check our publication page for more details.

09.06.2024
GCPR / VMV 2024

GCPR / VMV 2024

We are organizing GCPR / VMV 2024 this fall.

04.03.2024

We have twelve papers accepted to CVPR 2024. Check our publication page for more details.

18.07.2023

We have four papers accepted to ICCV 2023. Check out our publication page for more details.

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Seminar: Deep Learning for the Natural Sciences (5 ECTS)

Summer Semester 2024

List of potential papers
No. Paper
1 Fourier Neural Operator for Parametric Partial Differential Equations
2 Message Passing Neural PDE Solvers
3 Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
4 Ab-initio solution of the many-electron Schrodinger equation with deep neural networks
5 Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave Functions
6 A Self-Attention Ansatz for Ab-initio Quantum Chemistry
7 Improved protein structure prediction using potentials from deep learning
8 Highly accurate protein structure prediction with AlphaFold
9 Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures
10 Crystal Diffusion Variational Autoencoder for Periodic Material Generation
11 Learning Gradient Fields for Molecular Conformation Generation
12 Geometric Latent Diffusion Models for 3D Molecule Generation
13 Equivariant Diffusion for Molecule Generation in 3D
14 Spherical Channels for Modeling Atomic Interactions
15 Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations
16 Directional Message Passing for Molecular Graphs
17 MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework Design
18 Fine-Tuned Language Models Generate Stable Inorganic Materials as Text
19 Magnetic control of tokamak plasmas through deep reinforcement learning
20 Real-time gravitational-wave science with neural posterior estimation
21 Flow Matching for Scalable Simulation-Based Inference
22 Boltzmann generators: Sampling equilibrium states of many-body systems with deep learning
23 ClimaX: A foundation model for weather and climate

Rechte Seite

Informatik IX
Computer Vision Group

Boltzmannstrasse 3
85748 Garching info@vision.in.tum.de

Follow us on:

YouTube X / Twitter Facebook

News

24.10.2024

LSD SLAM received the ECCV 2024 Koenderink Award for standing the Test of Time.

03.07.2024

We have seven papers accepted to ECCV 2024. Check our publication page for more details.

09.06.2024
GCPR / VMV 2024

GCPR / VMV 2024

We are organizing GCPR / VMV 2024 this fall.

04.03.2024

We have twelve papers accepted to CVPR 2024. Check our publication page for more details.

18.07.2023

We have four papers accepted to ICCV 2023. Check out our publication page for more details.

More