Alert button
Picture for Florian Scheidegger

Florian Scheidegger

Alert button

Counterfactual Image Generation for adversarially robust and interpretable Classifiers

Oct 01, 2023
Rafael Bischof, Florian Scheidegger, Michael A. Kraus, A. Cristiano I. Malossi

Viaarxiv icon

MAEDAY: MAE for few and zero shot AnomalY-Detection

Nov 25, 2022
Eli Schwartz, Assaf Arbelle, Leonid Karlinsky, Sivan Harary, Florian Scheidegger, Sivan Doveh, Raja Giryes

Figure 1 for MAEDAY: MAE for few and zero shot AnomalY-Detection
Figure 2 for MAEDAY: MAE for few and zero shot AnomalY-Detection
Figure 3 for MAEDAY: MAE for few and zero shot AnomalY-Detection
Figure 4 for MAEDAY: MAE for few and zero shot AnomalY-Detection
Viaarxiv icon

Generating Efficient DNN-Ensembles with Evolutionary Computation

Sep 18, 2020
Marc Ortiz, Florian Scheidegger, Marc Casas, Cristiano Malossi, Eduard Ayguadé

Figure 1 for Generating Efficient DNN-Ensembles with Evolutionary Computation
Figure 2 for Generating Efficient DNN-Ensembles with Evolutionary Computation
Figure 3 for Generating Efficient DNN-Ensembles with Evolutionary Computation
Figure 4 for Generating Efficient DNN-Ensembles with Evolutionary Computation
Viaarxiv icon

Constrained deep neural network architecture search for IoT devices accounting hardware calibration

Sep 24, 2019
Florian Scheidegger, Luca Benini, Costas Bekas, Cristiano Malossi

Figure 1 for Constrained deep neural network architecture search for IoT devices accounting hardware calibration
Figure 2 for Constrained deep neural network architecture search for IoT devices accounting hardware calibration
Figure 3 for Constrained deep neural network architecture search for IoT devices accounting hardware calibration
Figure 4 for Constrained deep neural network architecture search for IoT devices accounting hardware calibration
Viaarxiv icon

NeuNetS: An Automated Synthesis Engine for Neural Network Design

Jan 17, 2019
Atin Sood, Benjamin Elder, Benjamin Herta, Chao Xue, Costas Bekas, A. Cristiano I. Malossi, Debashish Saha, Florian Scheidegger, Ganesh Venkataraman, Gegi Thomas, Giovanni Mariani, Hendrik Strobelt, Horst Samulowitz, Martin Wistuba, Matteo Manica, Mihir Choudhury, Rong Yan, Roxana Istrate, Ruchir Puri, Tejaswini Pedapati

Figure 1 for NeuNetS: An Automated Synthesis Engine for Neural Network Design
Figure 2 for NeuNetS: An Automated Synthesis Engine for Neural Network Design
Figure 3 for NeuNetS: An Automated Synthesis Engine for Neural Network Design
Figure 4 for NeuNetS: An Automated Synthesis Engine for Neural Network Design
Viaarxiv icon

BAGAN: Data Augmentation with Balancing GAN

Jun 05, 2018
Giovanni Mariani, Florian Scheidegger, Roxana Istrate, Costas Bekas, Cristiano Malossi

Figure 1 for BAGAN: Data Augmentation with Balancing GAN
Figure 2 for BAGAN: Data Augmentation with Balancing GAN
Figure 3 for BAGAN: Data Augmentation with Balancing GAN
Figure 4 for BAGAN: Data Augmentation with Balancing GAN
Viaarxiv icon

Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy

Mar 26, 2018
Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, Cristiano Malossi

Figure 1 for Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy
Figure 2 for Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy
Figure 3 for Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy
Figure 4 for Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy
Viaarxiv icon