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| 1 | Tombone's computer vision blog |
| No | Text |
| 1 | Tuesday, november 19, 2019 |
| 2 | Wednesday, may 16, 2018 |
| 3 | Friday, december 16, 2016 |
| 4 | Friday, june 17, 2016 |
| 5 | Pop****r posts |
| 6 | Recent posts |
| 7 | About me |
| 8 | Links |
| 9 | Blog archive |
| 10 | Labels |
| 11 | Follow by email |
| 12 | Subscribe to |
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| 1 | Computer vision and visual slam vs. aı agents |
| 2 | D*******s: aı-powered deception machines |
| 3 | Nuts and bolts of building deep learning applications: ng @ nıps2016 |
| 4 | Making deep networks probabilistic via test-time dropout |
| 5 | How to use dropout: 2016 edition |
| 6 | Bayesian convolutional neural networks |
| 7 | Theoretical bayesian deep learning |
| 8 | The gaussian process: a machine learning approach with built-in uncertainty modeling |
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| 1 | I. Does Computer Vision Matter for Action? |
| 2 | Probably not. |
| 3 | yes |
| 4 | II. Visual SLAM for AI Agents |
| 5 | III. |
| 6 | Quō vādis Visual SLAM? Trends and research forecast |
| 7 | Conclusion |
| 8 | References: |
| 9 | Vladlen Koltun. |
| 10 | Direct Spa**** Odometry. |
| 11 | Does Computer Vision Matter for Action? |
| 12 | Kornia: an Open Source Differentiable Computer Vision Library for PyTorch |
| 13 | gradSLAM: Dense SLAM meets Automatic Differentiation. |
| 14 | Emergent tool use from multi-agent autocurricula. |
| No | Text |
| 1 | Video describing Koltun's Does Computer Vision Matter for Action? [3] |
| 2 | Teaser Image for the 2nd Workshop on Deep Learning for Visual SLAM from Ronnie Clark.See info at http://visualslam.ai |
| 3 | Key Figure from the gradSLAM paper on end-to-end learning for SLAM. [5] |
| 4 | Adrien Gaidon's talk from October 11th, 2019 on Self-Supervised Learning in the context of Autonomous Cars |
| 5 | A presentation about self-supervision from Alyosha Efros on May 25th, 2018 |
| 6 | Video from OpenAI showing Multi-Agent Hide and Seek. |
| 7 | pip install DeepSLAM |
| 8 | SuperPoint: Self-supervised interest point detection and description. |
| 9 | Deep Fakes. |
| 10 | From the DeepDream phenomenon of 2015 to the Deep Style Transfer Art apps of 2016, 2018 is the year of the d*******. |
| 11 | What is a Deep Fake? |
| 12 | How are Deep Fakes made? |
| 13 | Face2Face technique from 2016 |
| 14 | Ira's early work on face swapping in 2010. |
| 15 | Ira's Dreambit system |
| 16 | Transfiguring Portraits |
| 17 | Fighting against d*******s |
| 18 | The "fakeness" masks in FaceForensics[3] are based on XceptionNet |
| 19 | Fighting Fake News: Image Splice Detection |
| 20 | . |
| 21 | Concluding Remarks |
| 22 | References |
| 23 | rigor |
| 24 | Figure 1. |
| 25 | Andrew Ng and the Lecture |
| 26 | Money-making deep learning vs Idea-generating deep learning |
| 27 | "It takes surprisingly long time to grok bias and variance deeply, but people that understand bias and variance deeply are often able to drive very rapid progress." |
| 28 | The 5-step method of building better systems |
| 29 | Figure 2. |
| 30 | Figure 3. |
| 31 | Conclusion |
| 32 | Appendix |
| 33 | position |
| 34 | momentum |
| 35 | interpretability |
| 36 | performance |
| 37 | Interpretability vs Performance: |
| 38 | Dropout |
| 39 | dropout |
| 40 | dropout used attest-timeis one of the simplest ways to turn raw neural network outputs into probability distributions |
| 41 | How to use dropout: 2016 edition |
| 42 | Bayesian Convolutional Neural Networks |
| 43 | w (3) |
| 44 | X |
| 45 | Y |
| 46 | y (2) |
| 47 | x |
| 48 | Bayesian SegNet. |
| 49 | Theoretical Bayesian Deep Learning |
| 50 | The Gaussian Process: |
| 51 | Related Posts |
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| 1 | "What do Artificial Intelligence Agents need (if anything) from the field of Computer Vision?" |
| 2 | Probably not. |
| 3 | yes |
| 4 | "Will a single Visual SLAM framework rule them all?" |
| 5 | arXiv (2) |
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| 1 | The ability to effortlessly create visually plausible editing of faces in videos has the potential to severely undermine trust in any form of digital communication. |
| 2 | As new advances in computer vision and image-editing emerge, there is an increasingly urgent need for effective visual forensics methods. We see our approach, which successfully detects manip****tions without seeing examples of manip****ted images, as being an initial step toward building general-purpose forensics tools |
| 3 | rigor |
| 4 | The Nuts and Bolts of Building Applications using Deep Learning |
| 5 | CEO-style |
| 6 | Professor-style |
| 7 | how do you make your deep learning systems better |
| 8 | --Andrew Ng |
| 9 | Andrew Ng the Arnold Schwarzenegger of Machine Learning |
| 10 | always |
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