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A Deep Learning Approach for Histopathological Diagnosis of Onychomycosis: Not Inferior to Analogue Diagnosis by Histopathologists

Acta dermato-venereologica, 2021-08, Vol.101 (8), p.adv00532-adv00532

2021

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48P An AI System for accurate Ki-67 IHC assessment in breast cancer following the IKWG whole section global scoring protocol

ESMO open, 2023-05, Vol.8 (1), p.101272, Article 101272

2023

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Learning to Generate Chairs, Tables and Cars with Convolutional Networks

IEEE transactions on pattern analysis and machine intelligence, 2017-04, Vol.39 (4), p.692-705

2017

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Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks

IEEE transactions on pattern analysis and machine intelligence, 2016-09, Vol.38 (9), p.1734-1747

2016

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Deep learning with convolutional neural networks for EEG decoding and visualization

Human brain mapping, 2017-11, Vol.38 (11), p.5391-5420

2017

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Learning to generate chairs with convolutional neural networks

2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015, p.1538-1546

2015

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Multimodal deep learning for robust RGB-D object recognition

2015 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2015, p.681-687

2015

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Deep reinforcement learning with successor features for navigation across similar environments

2017 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2017, p.2371-2378

2017

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From modern CNNs to vision transformers: Assessing the performance, robustness, and classification strategies of deep learning models in histopathology

Medical image analysis, 2023-07, Vol.87, p.102809-102809, Article 102809

2023

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Semantic modeling of cell damage prediction: a machine learning approach at human-level performance in dermatology

Scientific reports, 2023-05, Vol.13 (1), p.8336-8336, Article 8336

2023

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Initializing Bayesian Hyperparameter Optimization via Meta-Learning

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2015-02, Vol.29 (1)

2015

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Abstract 6172: Accurate PD-L1 IHC assessment in urothelial carcinoma by an AI algorithm robust across multiple sites, antibody clones, and scanners

Cancer research (Chicago, Ill.), 2024-03, Vol.84 (6_Supplement), p.6172-6172

2024

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How to Spend Your Robot Time: Bridging Kickstarting and Offline Reinforcement Learning for Vision-based Robotic Manipulation

2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022, p.2468-2475

2022

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Characterization of adipose tissue macrophages and adipose-derived stem cells in critical wounds

PeerJ (San Francisco, CA), 2017-01, Vol.5, p.e2824-e2824, Article e2824

2017

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Learning Temporal Coherent Features through Life-Time Sparsity

Neural Information Processing, 2012, p.347-356

2012

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Hey robot, why don't you talk to me?

2017 26th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), 2017, p.728-731

2017

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Planung und Steuerung im Controlling-Cockpit der TPPG, ein mittelständisches Handelsunternehmen

Controlling, 2019, Vol.31 (4), p.29-37

2019

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A learned feature descriptor for object recognition in RGB-D data

2012 IEEE International Conference on Robotics and Automation, 2012, p.1298-1303

2012

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Approximate real-time optimal control based on sparse Gaussian process models

2014 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL), 2014, p.1-8

2014

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Mastering Stacking of Diverse Shapes with Large-Scale Iterative Reinforcement Learning on Real Robots

2024 IEEE International Conference on Robotics and Automation (ICRA), 2024, p.7772-7779

2024

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Autonomous Learning of State Representations for Control: An Emerging Field Aims to Autonomously Learn State Representations for Reinforcement Learning Agents from Their Real-World Sensor Observations

KI. Künstliche Intelligenz (Oldenbourg), 2015-11, Vol.29 (4), p.353-362

2015

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A Deep Learning Approach for Histopathological Diagnosis of Onychomycosis: Not Inferior to Analogue Diagnosis by Histopathologists

48P An AI System for accurate Ki-67 IHC assessment in breast cancer following the IKWG whole section global scoring protocol

Learning to Generate Chairs, Tables and Cars with Convolutional Networks

Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks

Deep learning with convolutional neural networks for EEG decoding and visualization

Learning to generate chairs with convolutional neural networks

Multimodal deep learning for robust RGB-D object recognition

Deep reinforcement learning with successor features for navigation across similar environments

From modern CNNs to vision transformers: Assessing the performance, robustness, and classification strategies of deep learning models in histopathology

Semantic modeling of cell damage prediction: a machine learning approach at human-level performance in dermatology

Initializing Bayesian Hyperparameter Optimization via Meta-Learning

Abstract 6172: Accurate PD-L1 IHC assessment in urothelial carcinoma by an AI algorithm robust across multiple sites, antibody clones, and scanners

How to Spend Your Robot Time: Bridging Kickstarting and Offline Reinforcement Learning for Vision-based Robotic Manipulation

Characterization of adipose tissue macrophages and adipose-derived stem cells in critical wounds

Learning Temporal Coherent Features through Life-Time Sparsity

Hey robot, why don't you talk to me?

Planung und Steuerung im Controlling-Cockpit der TPPG, ein mittelständisches Handelsunternehmen

A learned feature descriptor for object recognition in RGB-D data

Approximate real-time optimal control based on sparse Gaussian process models

Mastering Stacking of Diverse Shapes with Large-Scale Iterative Reinforcement Learning on Real Robots

Autonomous Learning of State Representations for Control: An Emerging Field Aims to Autonomously Learn State Representations for Reinforcement Learning Agents from Their Real-World Sensor Observations

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