Technical University of Munich

No.	Paper
1	3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data
2	E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials
3	MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields
4	Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds
5	The Price of Freedom: Exploring Expressivity and Runtime Tradeoffs in Equivariant Tensor Products
6	Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNs
7	Geometric Algebra Transformers
8	Equivariant Adaptation of Large Pretrained Models
9	Frame Averaging for Invariant and Equivariant Network Design
10	Neural Isometries: Taming Transformations for Equivariant ML
11	Flow Equivariant Recurrent Neural Networks
12	Probing Equivariance and Symmetry Breaking in Convolutional Networks
13	Controlled Generation with Equivariant Variational Flow Matching
14	Neural Ordinary Differential Equations
15	Artificial Kuramoto Oscillatory Neurons
16	SE(3)-Stochastic Flow Matching for Protein Backbone Generation
17	Consistent Sampling and Simulation: Molecular Dynamics with Energy-Based Diffusion Models
18	Navigating Chemical Space with Latent Flows
19	Action Matching: Learning Stochastic Dynamics from Samples
20	Action-Minimization Meets Generative Modeling: Efficient Transition Path Sampling with the Onsager-Machlup Functional
21	Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling
22	FEAT: Free energy Estimators with Adaptive Transport
23	Continuous PDE Dynamics Forecasting with Implicit Neural Representations
24	Space-Time Continuous PDE Forecasting using Equivariant Neural Fields
25	Langevin Flows for Modeling Neural Latent Dynamics

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

Technical University of Munich

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Computer Vision GroupTUM School of Computation, Information and TechnologyTechnical University of Munich

Technical University of Munich

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Informatik IX Computer Vision Group

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GCPR / VMV 2024

Navigation

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Informatik IX Computer Vision Group

News

GCPR / VMV 2024

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

Informatik IX
Computer Vision Group

Informatik IX
Computer Vision Group