Visual question answering from another perspective: CLEVR mental rotation tests *

C. Beckham; M. Weiss; F. Golemo; S. Honari; D. Nowrouzezahrai et al. 

Trusting the Explainers: Teacher Validation of Explainable Artificial Intelligence for Course Design

V. Swamy; S. Du; M. Marras; T. Käser 

End-to-end learned early classification of time series for in-season crop type mapping

M. Rußwurm; N. Courty; R. Emonet; S. Lefèvre; D. Tuia et al. 

Predicting the liveability of Dutch cities with aerial images and semantic intermediate concepts

A. Levering; D. Marcos; J. van Vliet; D. Tuia 

Single-Molecule Peptide Identification Using Fluorescence Blinking Fingerprints

S. Puntener; P. Rivera-Fuentes 

Deep Learning for Localized-Haptic Feedback in Tactile Surfaces

Sparse Autoencoders for Speech Modeling and Recognition

De novo designed proteins: a study in engineering novel folds and functions

Solving Non-linear Kolmogorov Equations in Large Dimensions by Using Deep Learning: A Numerical Comparison of Discretization Schemes

R. Marino; N. Macris 

Brain microstructural and functional MRI: developments and application to a rat model of Alzheimer’s disease

cgNA+: A sequence-dependent coarse-grain model of double-stranded nucleic acids

Gradient-Based Quantification of Epistemic Uncertainty for Deep Object Detectors

T. Riedlinger; M. Rottmann; M. Schubert; H. Gottschalk 

Automated Detection of Label Errors in Semantic Segmentation Datasets via Deep Learning and Uncertainty Quantification

M. Rottmann; M. Reese 

RayTran: 3D Pose Estimation and Shape Reconstruction of Multiple Objects from Videos with Ray-Traced Transformers

M. J. Tyszkiewicz; K-K. Maninis; S. Popov; V. Ferrari 

ALPINE: Analog In-Memory Acceleration with Tight Processor Integration for Deep Learning

J. A. H. Klein; I. Boybat; Y. M. Qureshi; M. Dazzi; A. S. J. Levisse et al. 

Time-encoded multiplication-free spiking neural networks: application to data classification tasks

A. Stanojevic; G. Cherubini; S. Wozniak; E. Eleftheriou 

Fine-grained population mapping from coarse census counts and open geodata

N. Metzger; J. E. Vargas-Muñoz; R. C. Daudt; B. Kellenberger; T. T-T. Whelan et al. 

Machine-learning accelerated identification of exfoliable two-dimensional materials

M. Tohidi Vahdat; K. Varoon Agrawal; G. Pizzi 

Modeling Object Dissimilarity for Deep Saliency Prediction

B. Aydemir; D. Bhattacharjee; T. Zhang; S. Kim; M. Salzmann et al. 

Deep learning-based galaxy image deconvolution

U. Akhaury; J-L. Starck; P. Jablonka; F. Courbin; K. Michalewicz 

Assessment of idiopathic inflammatory myopathy using a deep learning method for muscle T2 mapping segmentation

F. Wang; S. Zhou; B. Hou; F. Santini; L. Yuan et al. 

Gradient-Based Learning of Discrete Structured Measurement Operators for Signal Recovery

J. Sauder; M. Genzel; P. Jung 

Generalization of an Encoder-Decoder LSTM model for flood prediction in ungauged catchments

Y. Zhang; S. Ragettli; P. Molnar; O. Fink; N. Peleg 

Locality defeats the curse of dimensionality in convolutional teacher-student scenarios*

A. Favero; F. Cagnetta; M. Wyart 

Relative stability toward diffeomorphisms indicates performance in deep nets

L. Petrini; A. Favero; M. Geiger; M. Wyart 

Artificial Intelligence Based Methods for Smart and Sustainable Urban Planning: A Systematic Survey

S. C. K. Tekouabou; E. B. Diop; R. Azmi; J. Chenal 

CovNet: Covariance networks for functional data on multidimensional domains

S. Sarkar; V. M. Panaretos 

High Resolution Interferometric Imaging of Liquid-Solid Interfaces with HOTNNET

R. Kaviani; J. M. Kolinski 

Annotation of spatially resolved single-cell data with STELLAR

M. Brbić; K. Cao; J. W. Hickey; Y. Tan; M. P. Snyder et al. 

Misplaced Trust and Distrust: How Not to Engage with Medical Artificial Intelligence

G. Starke; M. Ienca 

On combining denoising with learning-based image decoding

L. Larigauderie; M. Testolina; T. Ebrahimi 

A novel assessment framework for learning-based deepfake detectors in realistic conditions

Y. Lu; T. Ebrahimi 

Improved spiking neural network for intershaft bearing fault diagnosis

J. Wang; T. Li; C. Sun; R. Yan; X. Chen 

CPG-RL: Learning Central Pattern Generators for Quadruped Locomotion

G. Bellegarda; A. Ijspeert 

Deep learning-based monitoring of laser powder bed fusion process on variable time-scales using heterogeneous sensing and operando X-ray radiography guidance

V. Pandiyan; G. Masinelli; N. Claire; Tri Le-Quang; M. Hamidi-Nasab et al. 

Roadmap on wavefront shaping and deep imaging in complex media

S. Gigan; O. Katz; H. B. de Aguiar; E. R. Andresen; A. Aubry et al. 

In vivo magnetic resonance P-31-Spectral Analysis With Neural Networks: 31P-SPAWNN

J. Songeon; S. Courvoisier; L. Xin; T. Agius; O. Dabrowski et al. 

M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities

A. Amirshahi; A. Thomas; A. Aminifar; T. Rosing; D. Atienza Alonso 

On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation

S. K. Roy; L. Citraro; S. Honari; P. Fua 

Mapping forest in the Swiss Alps treeline ecotone with explainable deep learning

T-A. Nguyen; B. Kellenberger; D. Tuia 

WikiArtVectors: Style and Color Representations of Artworks for Cultural Analysis via Information Theoretic Measures

B. S. Desikan; H. Shimao; H. Miton 

Auto-tuning deep forest for shear stiffness prediction of headed stud connectors

X. Wang; H. Liu; Y. Liu 

Generating LOD3 building models from structure-from-motion and semantic segmentation

B. G. Pantoja-Rosero; R. Achanta; M. Kozinski; P. Fua; F. Perez-Cruz et al. 

Karl Jaspers and artificial neural nets: on the relation of explaining and understanding artificial intelligence in medicine

G. Starke; C. Poppe 

Time-delay estimation in unresolved lensed quasars

L. Biggio; A. Domi; S. Tosi; G. Vernardos; D. Ricci et al. 

Multiscale light-sheet organoid imaging framework

G. de Medeiros; R. Ortiz; P. Strnad; A. Boni; F. Moos et al. 

TOPO-Loss for continuity-preserving crack detection using deep learning

B. G. Pantoja-Rosero; D. Oner; M. Kozinski; R. Achanta; P. Fua et al. 

Optimum trajectory learning in musculoskeletal systems with model predictive control and deep reinforcement learning

B. Denizdurduran; H. Markram; M-O. Gewaltig 

Deep learning approaches for conformational flexibility and switching properties in protein design

L. S. P. Rudden; M. Hijazi; P. Barth 

Review Of Particle Physics

R. L. Workman; V. D. Burkert; V. Crede; E. Klempt; U. Thoma et al. 

On the robustness of randomized classifiers to adversarial examples

R. Pinot; L. Meunier; F. Yger; C. Gouy-Pailler; Y. Chevaleyre et al. 

Reconstructing Kinetic Models for Dynamical Studies of Metabolism using Generative Adversarial Networks

S. Choudhury; M. Moret; P. Salvy; D. Weilandt; V. Hatzimanikatis et al. 

A Compressor Off-Line Washing Schedule Optimization Method With a LSTM Deep Learning Model Predicting the Fouling Trend

J. Chen; X. Tang; J. Lu; H. Zhang 

A prescriptive Dirichlet power allocation policy with deep reinforcement learning

Y. Tian; M. Han; C. Kulkarni; O. Fink 

Scaffolding protein functional sites using deep learning

J. Wang; S. Lisanza; D. Juergens; D. Tischer; J. L. Watson et al. 

Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate

D. Oner; M. Kozinski; L. Citraro; P. Fua 

GANs for All: Supporting Fun and Intuitive Exploration of GAN Latent Spaces

W. Jiang; R. L. Davis; K. G. Kim; P. Dillenbourg 

ShapeNet: Shape constraint for galaxy image deconvolution

F. Nammour; U. Akhaury; J. N. Girard; F. Lanusse; F. Sureau et al. 

Combining computational fluid dynamics and neural networks to characterize microclimate extremes: Learning the complex interactions between meso-climate and urban morphology

K. Javanroodi; V. M. Nik; M. G. Giometto; J-L. Scartezzini 

Searching for visual patterns in a children’s drawings collection

R. Annapureddy 

Depth Estimation for Egocentric Rehabilitation Monitoring Using Deep Learning Algorithms

Y. Izadmehr; H. F. Satizabal; K. Aminian; A. Perez-Uribe 

Robust Classification Using Contractive Hamiltonian Neural ODEs

M. Zakwan; L. Xu; G. Ferrari-Trecate 

Toward High-level Machine Learning Potential for Water Based on Quantum Fragmentation and Neural Networks

J. Liu; J. Lan; X. He 

Autoencoders reloaded

H. Bourlard; S. H. Kabil 

Dynamic Probabilistic Pruning: A General Framework for Hardware-Constrained Pruning at Different Granularities

L. Gonzalez-Carabarin; I. A. M. Huijben; B. Veeling; A. Schmid; R. J. G. van Sloun 

Roadmap on Machine learning in electronic structure

H. J. Kulik; T. Hammerschmidt; J. Schmidt; S. Botti; M. A. L. Marques et al. 

PDE-Aware Deep Learning for Inverse Problems in Cardiac Electrophysiology

R. Tenderini; S. Pagani; A. Quarteroni; S. Deparis 

Exploring quantum perceptron and quantum neural network structures with a teacher-student scheme

A. Gratsea; P. Huembeli 

A Fetal Brain magnetic resonance Acquisition Numerical phantom (FaBiAN)

H. Lajous; C. W. Roy; T. Hilbert; P. de Dumast; S. Tourbier et al. 

Latent Space Slicing for Enhanced Entropy Modeling in Learning-Based Point Cloud Geometry Compression

N. Frank; D. Lazzarotto; T. Ebrahimi 

Deep learning exotic hadrons

L. Ng; L. Bibrzycki; J. Nys; C. Fernandez-Ramirez; A. Pilloni et al. 

Electromagnetic wave-based extreme deep learning with nonlinear time-Floquet entanglement

A. Momeni; R. Fleury 

The Food Recognition Benchmark: Using Deep Learning to Recognize Food in Images

S. P. Mohanty; G. Singhal; E. A. Scuccimarra; D. Kebaili; H. Heritier et al. 

Finding quadruply imaged quasars with machine learning – I. Methods

A. Akhazhanov; A. More; A. Amini; C. Hazlett; T. Treu et al. 

E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials

S. Batzner; A. Musaelian; L. Sun; M. Geiger; J. P. Mailoa et al. 

Predicting chemical hazard across taxa through machine learning

J. Wu; S. D’Ambrosi; L. Ammann; J. Stadnicka-Michalak; K. Schirmer et al. 

Deep transfer learning of additive manufacturing mechanisms across materials in metal-based laser powder bed fusion process

V. Pandiyan; R. Drissi-Daoudi; S. Shevchik; G. Masinelli; Tri Le-Quang et al. 

An occupant-centric control framework for balancing comfort, energy use and hygiene in hot water systems: A model-free reinforcement learning approach

A. Heidari; F. Marechal; D. Khovalyg 

CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging

D. Perdios; M. Vonlanthen; F. Martinez; M. Arditi; J-P. Thiran 

Impact and implications of mixed plaque class in automated characterization of complex atherosclerotic lesions

M. L. Olender; Y. Niu; D. Marlevi; E. R. Edelman; F. R. Nezami 

Exploiting environmental signals to enable policy correlation in large-scale decentralized systems

P. Danassis; Z. D. Erden; B. Faltings 

Multiple sclerosis cortical lesion detection with deep learning at ultra-high-field MRI

F. La Rosa; E. S. Beck; J. Maranzano; R-A. Todea; P. van Gelderen et al. 

Wind-Topo: Downscaling near-surface wind fields to high-resolution topography in highly complex terrain with deep learning

J. Dujardin; M. Lehning 

Learnable filter-banks for CNN-based audio applications

H. Peic Tukuljac; B. Ricaud; N. Aspert; L. Colbois 

A Deep-Learning Approach to Side-Channel Based CPU Disassembly at Design Time

H. Fendri; M. Macchetti; J. Perrine; M. Stojilovic 

Latent Mechanisms of Polarization Switching from In Situ Electron Microscopy Observations

R. Ignatans; M. Ziatdinov; R. Vasudevan; M. Valleti; V. Tileli et al. 

Statistical distortion of supervised learning predictions in optical microscopy induced by image compression

E. Pomarico; C. Schmidt; F. Chays; D. Nguyen; A. Planchette et al. 

Learning Disentangled Behaviour Patterns for Wearable-based Human Activity Recognition

J. Su; Z. Wen; T. Lin; Y. Guan 

A Practical Guide to Supervised Deep Learning for Bioimage Analysis: Challenges and good practices

V. Uhlmann; L. Donati; D. Sage 

Semi-supervised Active Salient Object Detection

Y. Lv; B. Liu; J. Zhang; Y. Dai; A. Li et al. 

Impulsive noise removal via a blind CNN enhanced by an iterative post-processing

S. Sadrizadeh; H. Otroshi-Shahreza; F. Marvasti 

Editorial: Computational Neuroimage Analysis Tools for Brain (Diseases) Biomarkers

D. M. Sima; M. Bach Cuadra; T. B. Dyrby; K. Van Leemput 

Magnetic control of tokamak plasmas through deep reinforcement learning

J. Degrave; F. Felici; J. Buchli; M. Neunert; B. Tracey et al. 

High-speed identification of suspended carbon nanotubes using Raman spectroscopy and deep learning

J. Zhang; M. L. Perrin; L. Barba; J. Overbeck; S. Jung et al. 

Automatic table detection and classification in large-scale newspaper archives

A. Vernet 

Photo-astrometric distances, extinctions, and astrophysical parameters for Gaia EDR3 stars brighter than G=18.5

F. Anders; A. Khalatyan; A. B. A. Queiroz; C. Chiappini; J. Ardevol et al. 

Deep Learning Detection of GPS Spoofing

O. Jullian; B. Otero; M. Stojilović; J. J. Costa; J. Verdú et al. 

Deep MinCut: Learning Node Embeddings by Detecting Communities

C. T. Duong; T. T. Nguyen; T-D. Hoang; H. Yin; M. Weidlich et al. 

Fast and accurate decoding of finger movements from ECoG through Riemannian features and modern machine learning techniques

L. Yao; B. Zhu; M. Shoaran 

Align, then memorise: the dynamics of learning with feedback alignment*

M. Refinetti; S. D’Ascoli; R. Ohana; S. Goldt