Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals

Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, +21

Future GoalsHand Pose EstimationEngineeringDexterous ManipulationHuman Pose Estimation +16

Lightweight Multi-View 3D Pose Estimation Through Camera-Disentangled Representation

Edoardo Remelli, Shangchen Han, Sina Honari, +2

Geometric Modeling3D Computer VisionGpu ArchitecturesMachine VisionImage Analysis +12

SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation

Robin Chan, Krzysztof Lis, Svenja Uhlemeyer, +4

arXiv (Cornell University)

Convolutional Neural NetworkScene AnalysisAnomaly DetectionMachine LearningRoad Obstacle Segmentation +18

Distribution Matching Losses Can Hallucinate Features in Medical Image Translation

Joseph Cohen, Margaux Luck, Sina Honari

Lecture notes in computer science

Detecting Road Obstacles by Erasing Them

Krzysztof Lis, Sina Honari, Pascal Fua, +1

IEEE Transactions on Pattern Analysis and Machine Intelligence

EngineeringFeature DetectionField RoboticsErased ObstacleAdvanced Driver-assistance System +16

On Adversarial Mixup Resynthesis

Christopher Beckham, Sina Honari, Vikas Verma, +4

PolyPublie (École Polytechnique de Montréal)

Artificial IntelligenceEngineeringMachine LearningData ScienceGenerative Adversarial Network +13

Unsupervised Depth Estimation, 3D Face Rotation and Replacement

Joel Ruben Antony Moniz, Christopher Beckham, Simon Rajotte, +2

arXiv (Cornell University)

EngineeringMachine LearningBiometricsFacial Keypoints3D Computer Vision +17

Adversarial Mixup Resynthesizers

Christopher Beckham, Sina Honari, Alex Lamb, +4

PolyPublie (École Polytechnique de Montréal)

Artificial IntelligenceEngineeringMachine LearningData ScienceGenerative Adversarial Network +11

Improving Landmark Localization with Semi-Supervised Learning

Sina Honari, Pavlo Molchanov, Stephen Tyree, +3

Few-shot LearningLandmark PredictionEngineeringMachine LearningLocalization +16

Temporal Representation Learning on Monocular Videos for 3D Human Pose Estimation

Sina Honari, Victor Constantin, Helge Rhodin, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence