Akten et al 2019.pol - guillaumedescoteauxisabelle/ma-biblio GitHub Wiki

page: 1 type: text-highlight created: 2020-08-05T15:59:18.379Z color: yellow 1 Learning to See

page: 1 type: text-highlight created: 2020-08-05T16:00:03.514Z color: #9900EF real-world representations

page: 1 type: text-highlight created: 2020-08-05T16:04:19.635Z color: #FF6900 We use a novel training system and custom software

page: 1 type: text-highlight created: 2020-08-05T16:05:53.581Z color: #9900EF reconstructs a new image that resembles the input in composition and overall shape and structure page: 1 type: flashcard created: 2020-08-05T16:11:27.015Z front: Dans le input (traduire; données d'entrée ?!) et dans le output (traduire; résultat en sortie ?!), on reconnait la composition et un ensemble de forme et de structure type: flashcard created: 2020-08-05T16:11:27.015Z back: >reconstructs a new image that resembles the input in composition and overall shape and structure

page: 1 type: text-highlight created: 2020-08-05T16:18:49.291Z color: #FF6900 demonstrating how critical the training data is to the predictions that the model will make

page: 1 type: text-highlight created: 2020-08-05T18:59:44.294Z color: #9900EF Metaphorically speaking, the training data determines the full life experience of the network and ultimately shapes its worldview page: 1 type: flashcard created: 2020-08-05T19:01:58.702Z front:

Intéressante métaphore à propos de l'expérience de vie d'un réseau de neurone et que celle-ci déterminera la forme de ses points de vue.

type: flashcard created: 2020-08-05T19:01:58.702Z back: >Metaphorically speaking, the training data determines the full life experience of the network and ultimately shapes its worldview. When the trained network looks out into the world via the camera, it can only see what it already knows

type: area-highlight created: 2020-08-05T19:02:55.748Z color: image: https://storage.googleapis.com/polar-32b0f.appspot.com/image/12gxbK8YqL2R7daF5VGo5PwTyykAEQZespduYrfY.png

page: 3 type: text-highlight created: 2020-08-07T21:54:09.314Z color: yellow build hierarchies of representations and extract meaningful information from vast amounts of high-dimensional raw dat

page: 3 type: text-highlight created: 2020-08-07T21:54:54.299Z color: #FF6900 are not focusing on the potential of DL systems as a real-time human-machine collaborative tool or instrumen

page: 3 type: text-highlight created: 2020-08-07T21:55:06.030Z color: green We design our system to enable users to create what can be thought of as animated content, in a real-time, interactive manner

page: 3 type: text-highlight created: 2020-08-07T21:55:28.344Z color: #9900EF digital puppetry

page: 3 type: text-highlight created: 2020-08-07T22:01:52.148Z color: yellow The second form of real-time interactivity comes through a number of parameters (which can be controlled via a MIDI controller, or a graphical user interface [GUI]) that influence how the output image is reconstructed

page: 4 type: text-highlight created: 2020-08-07T22:03:13.543Z color: yellow Network Architecture and Training

page: 6 type: text-highlight created: 2020-08-09T14:47:10.241Z color: yellow We might even go as far as to claim that the model contains knowledge of the structure of elements related to the contents of the dataset. page: 1 type: flashcard created: 2020-10-18T20:27:25.051Z front:

La recherche de Atken démontre que l'entraînement est un élément critique qui influence les prédictions que le modèle fera.

type: flashcard created: 2020-10-18T20:27:25.051Z back: >[...] demonstrating how critical the training data is to the predictions that the model will make

page: 1 type: text-highlight created: 2020-10-18T20:28:38.301Z color: green offer a range of potential creative affordances

page: 1 type: text-highlight created: 2020-10-18T20:29:49.945Z color: yellow [email protected]

page: 1 type: text-highlight created: 2020-10-18T20:31:22.345Z color: yellow The exploration of these representations acts as a metaphor for the process of developing a visual understanding and/or visual vocabulary of the world.

page: 1 type: comment created: 2020-10-18T20:40:32.409Z

Offre d'un potentiel d'affordance créative.

--- page: 1 type: text-highlight created: 2020-10-19T18:30:56.648Z color: yellow Akten --- page: 1 type: text-highlight created: 2020-10-19T18:31:08.453Z color: yellow Learning to See: You Are What You See