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Ashi Krishnan

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AgencyCraft Conference 20242024-05-30
Why does ChatGPT like being offered money and told to breathe? We'll take a visually rich trip through the Transformer architecture and see how these story…
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Learning From MachinesJSConf.Asia 20192019-06-14
Shows noisy DeepDream visuals produced by DeepDream gradient ascent through Inception layers, explains convolutional filters and the 120 million photoreceptors…
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Learning From MachinesREFACTR.TECH 20192019-06-05
Shows how convolutional nets (Inception) reveal layerwise features by running gradient ascent on Inception to produce DeepDream visuals — iterative scaling…
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Learning from MachinesCraft Conference 20192019-05-07
Explains how DeepDream on Inception uses gradient ascent to amplify intermediate feature maps, how convolutional filters mirror retinal edge detectors (100…
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Painting Pixels with WebGL with React HooksReact Amsterdam 20192019-04-10
A demo stacks raw WebGL shaders with React state management and a tiny runtime that streams Apple Pencil events over WebSocket so the GPU paints live. It uses…
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Keynote: Learning from MachinesPyData DC 20182018-11-16
Shows concrete visualizations from Inception deep dream gradient ascent and explains convolutional filters, receptive fields, and how gradient ascent produces…
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Learning from machinesStrange Loop 20182018-09-26
Claims that artificial and biological vision share mechanisms and failure modes: DeepDream uses gradient ascent on Inception layers to amplify mid-layer…
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Deep Learning in JSCSS-Minsk-JS 20182018-09-21
Shows that TensorFlow.js runs pre-trained models in the browser and supports transfer learning using poseNet and MobileNet (internal layer conv_pw_13_relu)…
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Deep Learning in JSJSConf EU 20182018-06-02
Claims that JS can run real deep learning with deeplearn.js / tensorflow.js and that models can stay in-browser for privacy. Demonstrations show WebGL browser…
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Blasting React into Space: Building fluid interface swith React and WebGLFull Stack Fest 20172017-09-04
Builds a custom React / WebGL binding (not DOM hacks) that wires a canvas renderer to a scene and camera using setScene and setCamera via React context…
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