A Technical Introduction to Capsule Networks

FromLinear Digressions

Start listening View podcast show

A Technical Introduction to Capsule Networks

FromLinear Digressions

ratings:

Length:

31 minutes

Released:

Apr 16, 2018

Format:

Podcast episode

Description

Last episode we talked conceptually about capsule networks, the latest and greatest computer vision innovation to come out of Geoff Hinton's lab. This week we're getting a little more into the technical details, for those of you ready to have your mind stretched.

Released:

Apr 16, 2018

Format:

Podcast episode

Titles in the series (100)

Linear Digressions is a podcast about machine learning and data science. Machine learning is being used to solve a ton of interesting problems, and to accomplish goals that were out of reach even a few short years ago.

Skip carousel

Facial Recognition with Eigenfaces: A true classic topic in ML: Facial recognition is… by Linear Digressions
10 min listen
Um Detector 1: So, um... what about machine learning for audio a… by Linear Digressions
13 min listen
Introducing Hidden Markov Models (HMM Part 1): Wikipedia says, "A hidden Markov model (HMM) is a… by Linear Digressions
15 min listen
Hunting for the Higgs: Machine learning and particle physics go together… by Linear Digressions
10 min listen
How Outliers Helped Defeat Cholera: In the 1850s, there were a lot of things we didn’… by Linear Digressions
11 min listen
The Enron Dataset: In 2000, Enron was one of the largest and compani… by Linear Digressions
12 min listen
Electoral Insights (Part 1): The first of our two-parter discussing the recent… by Linear Digressions
9 min listen
Neural Nets (Part 1): There is no known learning algorithm that is more… by Linear Digressions
9 min listen
Labels and Where To Find Them: Supervised classification is built on the backs o… by Linear Digressions
13 min listen
Guinness: Not to oversell it, but the student's t-test has … by Linear Digressions
15 min listen
Genetics and Um Detection (HMM Part 2): In part two of our series on Hidden Markov Models… by Linear Digressions
15 min listen
Computers Try to Tell Jokes: Computers are capable of many impressive feats, b… by Linear Digressions
9 min listen
Thresholdout: Down with Overfitting: Overfitting to your training data can be avoided … by Linear Digressions
16 min listen
Better Facial Recognition with Fisherfaces: Now that we know about eigenfaces (if you don't, … by Linear Digressions
12 min listen
Inferring Authorship (Part 1): This episode is inspired by one of our projects f… by Linear Digressions
9 min listen
Neural Nets (Part 2): In the last episode, we zipped through neural net… by Linear Digressions
11 min listen
Monte Carlo For Physicists: This is another physics-centered podcast, about a… by Linear Digressions
8 min listen
Troll Detection: Ever found yourself wasting time reading online c… by Linear Digressions
13 min listen
Careers in Data Science: Let’s talk money. As a “hot” career right now, da… by Linear Digressions
17 min listen
Electoral Insights (Part 2): Following up on our last episode about how experi… by Linear Digressions
21 min listen
Stats of World Series Streaks: Baseball is characterized by a high level of equa… by Linear Digressions
13 min listen
Data Science for Making the World a Better Place: There's a good chance that great data science is … by Linear Digressions
10 min listen
Lie Detectors: Often machine learning discussions center around … by Linear Digressions
9 min listen
Portrait Beauty: It's Da Vinci meets Skynet: what makes a portrait… by Linear Digressions
12 min listen
That's "Dr Katie" to You: Katie successfully defended her thesis! We celebr… by Linear Digressions
3 min listen
Reporter Bot: There’s a big difference between a table of numbe… by Linear Digressions
11 min listen
Kalman Runners: The Kalman Filter is an algorithm for taking nois… by Linear Digressions
15 min listen
Statistical Mistakes and the Challenger Disaster: After the Challenger exploded in 1986, killing al… by Linear Digressions
13 min listen
Random Kanye: Ever feel like you could randomly assemble words … by Linear Digressions
9 min listen
Neural Net Inception: When you sleep, the neural pathways in your brain… by Linear Digressions
15 min listen

More Episodes from Linear Digressions

Skip carousel

So long, and thanks for all the fish: All good things must come to an end, including th… by Linear Digressions
36 min listen
A Reality Check on AI-Driven Medical Assistants: The data science and artificial intelligence comm… by Linear Digressions
14 min listen
A Data Science Take on Open Policing Data: A few weeks ago, we put out a call for data scien… by Linear Digressions
24 min listen
Procella: YouTube's super-system for analytics data storage: This is a re-release of an episode that originall… by Linear Digressions
30 min listen
The Data Science Open Source Ecosystem: Open source software is ubiquitous throughout dat… by Linear Digressions
23 min listen
Rock the ROC Curve: This is a re-release of an episode that first ran… by Linear Digressions
16 min listen
Criminology and Data Science: This episode features Zach Drake, a working data … by Linear Digressions
31 min listen
Racism, the criminal justice system, and data science: As protests sweep across the United States in the… by Linear Digressions
32 min listen
An interstitial word from Ben: A message from Ben around algorithmic bias, and h… by Linear Digressions
6 min listen
Convolutional Neural Networks: This is a re-release of an episode that originall… by Linear Digressions
22 min listen
Stein's Paradox: This is a re-release of an episode that was origi… by Linear Digressions
27 min listen
Protecting Individual-Level Census Data with Differential Privacy: The power of finely-grained, individual-level dat… by Linear Digressions
21 min listen
Causal Trees: What do you get when you combine the causal infer… by Linear Digressions
15 min listen
The Grammar Of Graphics: You may not realize it consciously, but beautiful… by Linear Digressions
36 min listen
Gaussian Processes: It’s pretty common to fit a function to a dataset… by Linear Digressions
21 min listen
Keeping ourselves honest when we work with observational healthcare data: The abundance of data in healthcare, and the valu… by Linear Digressions
19 min listen
Changing our formulation of AI to avoid runaway risks: Interview with Prof. Stuart Russell: AI is evolving incredibly quickly, and thinking n… by Linear Digressions
29 min listen
Putting machine learning into a database: Most data scientists bounce back and forth regula… by Linear Digressions
24 min listen
The work-from-home episode: Many of us have the privilege of working from hom… by Linear Digressions
29 min listen
Understanding Covid-19 transmission: what the data suggests about how the disease spreads: Covid-19 is turning the world upside down right n… by Linear Digressions
25 min listen
Network effects re-release: when the power of a public health measure lies in widespread adoption: This week’s episode is a re-release of a recent e… by Linear Digressions
27 min listen
Causal inference when you can't experiment: difference-in-differences and synthetic controls: When you need to untangle cause and effect, but y… by Linear Digressions
21 min listen
Better know a distribution: the Poisson distribution: This is a re-release of an episode that originall… by Linear Digressions
32 min listen
The Lottery Ticket Hypothesis: Recent research into neural networks reveals that… by Linear Digressions
20 min listen
Interesting technical issues prompted by GDPR and data privacy concerns: Data privacy is a huge issue right now, after yea… by Linear Digressions
20 min listen
Thinking of data science initiatives as innovation initiatives: Put yourself in the shoes of an executive at a bi… by Linear Digressions
17 min listen
Building a curriculum for educating data scientists: Interview with Prof. Xiao-Li Meng: As demand for data scientists grows, and it remai… by Linear Digressions
32 min listen
Running experiments when there are network effects: Traditional A/B tests assume that whether or not … by Linear Digressions
25 min listen
Zeroing in on what makes adversarial examples possible: Adversarial examples are really, really weird: pi… by Linear Digressions
23 min listen
Unsupervised Dimensionality Reduction: UMAP vs t-SNE: Dimensionality reduction redux: this episode cove… by Linear Digressions
30 min listen

Related podcast episodes

Skip carousel

A Conceptual Introduction to Capsule Networks: Convolutional nets are great for image classifica… by Linear Digressions
14 min listen
Second Brain Project: Updates and Branching Brainwaves by The Kennedy-Mighell Report
44 min listen
[Promo] The Future of AI and the Human Experience by Graeme Klass by Daily Dad Jokes
45 min listen
[Promo] A Safer World With AI Digital Twins by Graeme Klass by Daily Dad Jokes
31 min listen
Generative AI for Content Creation: Last year, the film development and production company End Cue produced a short film, called Sunspring, that was entirely written by an artificial intelligence using neural networks. More specifically, it was authored by a recurrent neural... by Data Skeptic
35 min listen
For those who just don't Git it: Pierre-Étienne Meunier, creator and lead developer of open-source version control system Pijul, joins the home team to talk about version control, functional programming, and why OCaml is a source of French national pride. by The Stack Overflow Podcast
23 min listen
Supervise the Process of AI Research — with Jungwon Byun and Andreas Stuhlmüller of Elicit by Latent Space: The AI Engineer Podcast — Practitioners talking LLMs, CodeGen, Agents, Multimodality, AI UX, GPU Infra and all things Software 3.0
56 min listen
Ben Fielding & Harry Grieve: Gensyn – The Deep Learning Compute Protocol: We are joined by the project's co-founders Ben Fielding and Harry Grieve, to talk about their protocol, the focus and vision of Gensyn, and various trade-offs to bring Machine Learning compute power to the mass. by Epicenter - Learn about Crypto, Blockchain, Ethereum, Bitcoin and Distributed Technologies
80 min listen
Episode 340 - Radar for Ring by HomeTech.fm
24 min listen
WW 870: The Return of the Copilot - Windows 23H2, Lenovo Laptops, Copilot Pro: Windows 23H2, Lenovo Laptops, Copilot Pro by Windows Weekly (Audio)
104 min listen
Episode 209 - SIGGRAPH 2019 Triptych: Three interviews that explore the state of the art of immersive tech: From , VP of Production; the CEO of , ; and the Chief Creative and GM of , . Augmented reality, virtual production, and volumetric filmmaking are our topics... by The No Proscenium Podcast
60 min listen
92: You Don't Know My Pants: WatchKit, the Nokia iPad Mini, and John's iPhone. by Accidental Tech Podcast
92 min listen
IFA 2020 gadgets / Intel announces 11th Gen Tiger Lake CPUs / Nvidia announces RTX 3080 and 3090: Nilay, Dieter, Chaim, and Chris dive deep into all the gadget news that dominated this week, including all the announcements at IFA 2020's virtual event showcase. by The Vergecast
71 min listen
Out with the new, in with the OLED: The GamesIndustry.biz team gather to discuss the biggest news of the week: A new Nintendo Switch. Not the the Switch Pro, New Nintendo Switch or Super Switch that had been rumoured and reported on for so long, but the OLED Model with a larger screen,... by The GamesIndustry.biz Podcast
42 min listen
2818: Qualcomm and Deci Collaborate to Democratize Gen AI: In this episode of the Tech Talks Daily Podcast, we venture into the cutting-edge world of artificial intelligence with Yonatan Geifman, CEO and co-founder of Deci. Deci, renowned for its pioneering work in deep learning and artificial... by The Tech Talks Daily Podcast
24 min listen
Infineon’s $10B Gambit |Wally Rhines at DAC | IEEE ‘Reviewgate’: In this week's briefing we discuss Infineon's bombshell announcement: the $10 billion dollar acquisition that seemed to come out of nowhere – Infineon bought Cypress Semiconductor, and the Design Automation Conference – DAC. by EE Times Current
19 min listen
eBPF and Falco, with Leonardo Di Donato: We dive into the Linux kernel this week with guest Leonardo Di Donato, Open Source engineer at Sysdig. Leonardo works full-time on the Falco project, a runtime security engine that listens to the Linux kernel using eBPF - the extended Berkeley Packet Filter. Leonardo tells the hosts about the architecture of eBPF, how he has used it before and now, and what's coming up for Falco. by Kubernetes Podcast from Google
36 min listen
The Cloudcast #249 - snap by Intel and Cloud Telemetry: We're giving away two <a href="http://conferences.oreilly.com/oscon/open-source-us">OSCON</a> passes! Aaron talks with Matt Brender (<a href="https://twitter.com/mjbrender">@mjbrender</a>, Developer Advocate for Intel Software Defined Infrastructure) a... by The Cloudcast
35 min listen
Episode 107: The Worst of Both Worlds by More Than Just Code podcast - iOS and Swift development, news and advice
96 min listen
Episode 23: Google Invades Your Nest | LUP 23: We follow up on some of the most innovative Linux powered devices at CES, and this discuss Google buying Nest Labs. Is the future of the “Internet of Things” locked down to proprietary devices running locked down software? by LINUX Unplugged
67 min listen
Intel Open Source Software by The Cloudcast
34 min listen
Ep102: Raspberry Pi Microcontroller, Microphone Killswitch, and a 45-Degree 3D-Printer: Hackaday editors Elliot Williams and Mike Szczys sift through a week of excellent hacks. Big news is of course the Raspberry Pi microcontroller which Elliot had a few weeks to play around with on the bench before the announcement -- it has some... by Hackaday Podcast
53 min listen
102: iOS Beta Scenes and Mini 4K Screens by In the News
44 min listen
Unlocking AI Potential: Intel's AI-Integrated PCs for All by The Mark Cuban Podcast
8 min listen
How Scary are AI Art Generators?: Neural network-based text to image generators have been around for quite a while now, but only in the last year or so have gotten good enough to capture the attention of the general public and force us to ask real questions about the value of art and... by Denoise - A Podcast about Blender
50 min listen
OpenAI May Design Their Own Chips by This Week in Engineering
3 min listen
#114 - ChatGPT applications, Claude, PALM-E, OpenAI criticism, AI-generated spam: Our 114th episode with a summary and discussion of last week's big AI news! Check out our text newsletter at https://lastweekin.ai/ Stories this week: Applications & BusinessLLM/ChatGPT roundupRadioGPT brings AI to the airwaves Salesforce to add Chat... by Last Week in AI
94 min listen
From RLHF to RLHB: The Case for Learning from Human Behavior - with Jeffrey Wang and Joe Reeve of Amplitude by Latent Space: The AI Engineer Podcast — Practitioners talking LLMs, CodeGen, Agents, Multimodality, AI UX, GPU Infra and all things Software 3.0
49 min listen
Self-Driving Skeptic | Supercharged PCI | Sensors Everywhere | Edge AI: This week… The French research institute LETI held a conference on artificial intelligence at the edge. What does putting AI on the edge of the network mean, and what’s the advantage? EE Times editors were in Grenoble, and filed a report. by EE Times Current
24 min listen
124: Raspberry Pi 400, LXQt, Youtube-dl Update, Dell Privacy Drivers, HBO Max: On this episode of This Week in Linux, Raspberry Pi Foundation announced a really cool new product called the Raspberry Pi 400 which is a PC inside of a keyboard! Dell announced some really cool news about hardware privacy controls. by This Week in Linux
44 min listen

Discover this podcast and so much more

A Technical Introduction to Capsule Networks

A Technical Introduction to Capsule Networks

Description

Titles in the series (100)

More Episodes from Linear Digressions

Related podcast episodes