9:02Advanced: Statistical Shape Models
Advanced
A 9-minute video from Andreas Maier: “Advanced: Statistical Shape Models”.
Andreas Maier
8.55K subscribers on YouTube
Shorts, livestreams, trailers and promos are never listed. Unless a curator approved this channel in full, only individually picked videos appear.
9:02
49:41BTP 52 - Prof Dr Xiaochun Lai (ShanghaiTech) - Physics ASIC Deep Learning Photon-Counting Detectors
A 50-minute video from Andreas Maier: “BTP 52 - Prof Dr Xiaochun Lai (ShanghaiTech) - Physics ASIC Deep Learning Photon-Counting Detectors”.
1:00:56BTP 53 Prof. Dr. Xiaolin Huang (Shanghai Jiao Tong University) - Machine Unlearning
A 61-minute video from Andreas Maier: “BTP 53 Prof. Dr. Xiaolin Huang (Shanghai Jiao Tong University) - Machine Unlearning”.
51:26BTP 55 - Dr. Zongwei Zhou (Johns Hopkins University) – Body Maps: Towards 3D Atlas of Human Body
A 51-minute video from Andreas Maier: “BTP 55 - Dr. Zongwei Zhou (Johns Hopkins University) – Body Maps: Towards 3D Atlas of Human Body”.
37:38BTP 56 - S. Shit & C. Prabhakar (U Zürich): 3D Vessel Graph Generation Using Denoising Diffusion
A 38-minute video from Andreas Maier: “BTP 56 - S. Shit & C. Prabhakar (U Zürich): 3D Vessel Graph Generation Using Denoising Diffusion”.
57:23BTP 57 - Sukyoung Won, PhD (CalTec): Polymer Composite Engineering for Microrobot Swarm Intelligence
A 57-minute video from Andreas Maier: “BTP 57 - Sukyoung Won, PhD (CalTec): Polymer Composite Engineering for Microrobot Swarm Intelligence”.
8:29
1:01:22Beyond the Patterns - Episode 5 - Ivana Isgum - Deep learning for cardiovascular analysis in CT & MR
A 61-minute video from Andreas Maier: “Beyond the Patterns - Episode 5 - Ivana Isgum - Deep learning for cardiovascular analysis in CT & MR”.
1:25:10Beyond the Patterns - Episode 7 - Jong Chul Ye - GAN for Medical image Reconstruction
A 85-minute video from Andreas Maier: “Beyond the Patterns - Episode 7 - Jong Chul Ye - GAN for Medical image Reconstruction”.
1:19:24Beyond the Patterns - Mert Sabuncu (Cornell U): Deep Learning for Compressed Imaging
A 79-minute video from Andreas Maier: “Beyond the Patterns - Mert Sabuncu (Cornell U): Deep Learning for Compressed Imaging”.
2:07:14Beyond the Patterns 10 - Markus Haltmeier - Learned Analysis and Synthesis Regularisation
A 127-minute video from Andreas Maier: “Beyond the Patterns 10 - Markus Haltmeier - Learned Analysis and Synthesis Regularisation”.
1:24:30Beyond the Patterns 11: Matthias Niessner - 3D Semantic Scene Understanding
A 84-minute video from Andreas Maier: “Beyond the Patterns 11: Matthias Niessner - 3D Semantic Scene Understanding”.
52:33Beyond the Patterns 13: Julio Vera Gonzalez - Modelling of Gene Regulatory Networks in Cancer
A 53-minute video from Andreas Maier: “Beyond the Patterns 13: Julio Vera Gonzalez - Modelling of Gene Regulatory Networks in Cancer”.
1:31:46Beyond the Patterns 14 - Isabel Valera - Ethical Machine Learning: Mind the Assumptions!
A 92-minute video from Andreas Maier: “Beyond the Patterns 14 - Isabel Valera - Ethical Machine Learning: Mind the Assumptions!”.
1:03:19Beyond the Patterns 15 - Gary Marcus - The Next Decade in AI
A 63-minute video from Andreas Maier: “Beyond the Patterns 15 - Gary Marcus - The Next Decade in AI”.
1:23:11Beyond the Patterns 16 - Essam Rashed - Human head models with deep learning enabled dielectric
A 83-minute video from Andreas Maier: “Beyond the Patterns 16 - Essam Rashed - Human head models with deep learning enabled dielectric”.
1:05:54Beyond the Patterns 17 - Emil Sidky - Inverse problems in imaging and evidence for solution by CNNs
A 66-minute video from Andreas Maier: “Beyond the Patterns 17 - Emil Sidky - Inverse problems in imaging and evidence for solution by CNNs”.
54:40Beyond the Patterns 18 - Mike Kestemont - Modelling the Historic Survival of Books and Authors
A 55-minute video from Andreas Maier: “Beyond the Patterns 18 - Mike Kestemont - Modelling the Historic Survival of Books and Authors”.
36:51Beyond the Patterns 19 - Timothy Odonga – Fairness of Classifiers Across Skin Tones in Dermatology
A 37-minute video from Andreas Maier: “Beyond the Patterns 19 - Timothy Odonga – Fairness of Classifiers Across Skin Tones in Dermatology”.
1:30:59Beyond the Patterns 20 - Julia Schnabel - Smart Medical Imaging – From Sensors to Information
A 91-minute video from Andreas Maier: “Beyond the Patterns 20 - Julia Schnabel - Smart Medical Imaging – From Sensors to Information”.
1:13:32Beyond the Patterns 21 - Florian Willomitzer - Fundamental Limits in Computational 3D Imaging
A 74-minute video from Andreas Maier: “Beyond the Patterns 21 - Florian Willomitzer - Fundamental Limits in Computational 3D Imaging”.
1:16:37Beyond the Patterns 22 - Udaranga Wickramasinghe - Voxel2Mesh: 3D Mesh Models from Volumetric Data
A 77-minute video from Andreas Maier: “Beyond the Patterns 22 - Udaranga Wickramasinghe - Voxel2Mesh: 3D Mesh Models from Volumetric Data”.
1:35:24Beyond the Patterns 24 - Alicia Fornés - Computer Vision for Handwritten Document Analysis
A 95-minute video from Andreas Maier: “Beyond the Patterns 24 - Alicia Fornés - Computer Vision for Handwritten Document Analysis”.
1:15:32Beyond the Patterns 26 - Daniel Cremers - Deep Direct Visual SLAM
A 76-minute video from Andreas Maier: “Beyond the Patterns 26 - Daniel Cremers - Deep Direct Visual SLAM”.
47:30Beyond the Patterns 27 - Luis Pineda - Active MR k-space Sampling with Reinforcement Learning
A 48-minute video from Andreas Maier: “Beyond the Patterns 27 - Luis Pineda - Active MR k-space Sampling with Reinforcement Learning”.
1:15:14Beyond the Patterns 28 - Petar Veličković - Geometric Deep Learning
A 75-minute video from Andreas Maier: “Beyond the Patterns 28 - Petar Veličković - Geometric Deep Learning”.
53:20Beyond the Patterns 29 - Fabian Isensee - nnU-Net: self-configuring deep learning image segmentation
A 53-minute video from Andreas Maier: “Beyond the Patterns 29 - Fabian Isensee - nnU-Net: self-configuring deep learning image segmentation”.
47:04Beyond the Patterns 30 - Jinwei Zhang (Cornell U): Adaptive Quantitative Susceptibility Mapping
A 47-minute video from Andreas Maier: “Beyond the Patterns 30 - Jinwei Zhang (Cornell U): Adaptive Quantitative Susceptibility Mapping”.
1:21:08Beyond the Patterns 31 - Roger Soberanis Uncertainty-based Graph Convolution Segmentation Refinement
A 81-minute video from Andreas Maier: “Beyond the Patterns 31 - Roger Soberanis Uncertainty-based Graph Convolution Segmentation Refinement”.
1:11:47Beyond the Patterns 32 - Raghavendra Selvan: Quantum Tensor Networks for Medical Image Analysis
A 72-minute video from Andreas Maier: “Beyond the Patterns 32 - Raghavendra Selvan: Quantum Tensor Networks for Medical Image Analysis”.
1:13:53Beyond the Patterns 33 - Tobias Reichenbach - Decoding the Neural Processing of Speech
A 74-minute video from Andreas Maier: “Beyond the Patterns 33 - Tobias Reichenbach - Decoding the Neural Processing of Speech”.
55:11Beyond the Patterns 34 - Amy Kuceyeski - Biological and Artificial Neural Networks
A 55-minute video from Andreas Maier: “Beyond the Patterns 34 - Amy Kuceyeski - Biological and Artificial Neural Networks”.
55:38Beyond the Patterns 35 - Nils Thuerey – Differentiable Physics Simulations for Deep Learning
A 56-minute video from Andreas Maier: “Beyond the Patterns 35 - Nils Thuerey – Differentiable Physics Simulations for Deep Learning”.
1:15:07Beyond the Patterns 36 - Gitta Kutyniok – Deep Neural Networks: The Mystery of Generalization
A 75-minute video from Andreas Maier: “Beyond the Patterns 36 - Gitta Kutyniok – Deep Neural Networks: The Mystery of Generalization”.
50:48Beyond the Patterns 38 - Letterlocking: A Global Technology of Communication Security
A 51-minute video from Andreas Maier: “Beyond the Patterns 38 - Letterlocking: A Global Technology of Communication Security”.
53:41Beyond the Patterns 39 - Jesse Jokerst - Photoacoustic Imaging in Medicine
A 54-minute video from Andreas Maier: “Beyond the Patterns 39 - Jesse Jokerst - Photoacoustic Imaging in Medicine”.