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Welcome to my research wiki

Here you will find various notes and links to resources (papers, codes, ...)

best practices on working with video datasets and doing deep-learning based experiments

Seminars

seminars

Papers

action recognition papers for a list of annotated papers that focus on action recognition and localization in videos

adverserial papers that focus on adverserial examples and adverserial training

body papers for a list of annotated papers that focus on the whole human body

deep learning papers for a list of annotated papers that focus on broad aspects of deep learning (SGD, techniques such as dropout, batchnorm...)

synthetic/domain adaptation papers with a focus on synthetic to real images domain adaptation

grasp papers for papers that focus on grasps (usually robotics approach)

hand papers for a list of annotated papers that focus on hands (hand pose estimation, hand tracking, grasp recognition, ...)

detection papers focusing on object annotation (with a special focus on hands)

object reconstruction papers that target object (point cloud, meshes) reconstruction from various inputs (point clouds, images, ...)

object registration for papers that tackle alignments between point clouds, models and depth maps

segmentation papers for a list of annotated papers that focus on semantic segmentation

tracking papers for a list of annotated papers that focus on object tracking in videos

visualization papers for a list of annotated papers that focus on visually understanding neural networks' predictions (for instance class attribution studies)

other papers for a list of papers that have subjects that do not fall among the aforementioned categories

Personal notes

Notes on various subjects linked to my research

hand pose estimation for general notes on the problem of estimating the hand's position in images and videos

grasps for general notes on the subject of hand grasps (defintions, involved physics and equations, ...)

hand teams names and strong points/specialties of various authors

Datasets

hand datasets for links to hand datasets, associated web pages and papers

action datasets for information about datasets that focus on human action recognition

Ideas

ideas for random thoughts and ideas on the subject