Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Christian Ledig, Lucas Theis, Ferenc Huszár, +8

Image AnalysisMachine LearningEngineeringGenerative Adversarial NetworkImage Super-resolution +10

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Christian Ledig, Lucas Theis, Ferenc Huszár, +8

arXiv (Cornell University)

Image AnalysisMachine LearningEngineeringGenerative Adversarial NetworkImage Super-resolution +10

Fast Face-Swap Using Convolutional Neural Networks

Iryna Korshunova, Wenzhe Shi, Joni Dambre, +1

EngineeringMachine LearningBiometricsStyle TransferInput Identity +15

A note on the evaluation of generative models

Lucas Theis, Aäron van den Oord, Matthias Bethge

arXiv (Cornell University)

EngineeringMachine LearningProbabilistic Generative ModelsGenerative StudyGenerative System +15

HoloGAN: Unsupervised Learning of 3D Representations From Natural Images

Thu Nguyen-Phuoc, Chuan Li, Lucas Theis, +2

3D Computer VisionGeometric LearningMachine VisionImage AnalysisData Science +13

Lossy Image Compression with Compressive Autoencoders

Lucas Theis, Wenzhe Shi, Andrew Cunningham, +1

arXiv (Cornell University)

Lossy CompressionImage AnalysisMachine LearningEngineeringImage Coding +11

Deep Gaze I: Boosting Saliency Prediction with Feature Maps Trained on ImageNet

Matthias Kümmerer, Lucas Theis, Matthias Bethge

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningAttentionDeep Gaze +18

Benchmarking Spike Rate Inference in Population Calcium Imaging

Lucas Theis, Philipp Berens, Emmanouil Froudarakis, +6

Neuron

EngineeringNeurodynamicsNeurophysiologyComputational NeuroscienceSpike Rate Inference +6

HoloGAN: Unsupervised Learning of 3D Representations From Natural Images

Thu Nguyen-Phuoc, Chuan Li, Lucas Theis, +2

3D Computer VisionGeometric LearningMachine VisionImage AnalysisData Science +13

Community-based benchmarking improves spike rate inference from two-photon calcium imaging data

Philipp Berens, Jeremy Freeman, Thomas Deneux, +26

PLoS Computational Biology

EngineeringNeural RecodingNeurophysiological BiomarkersBenchmark ChallengesSocial Sciences +19