Diffusion Models vs. GANs vs. VAEs: Comparison of Deep Generative Models
Author(s): Ainur Gainetdinov Originally published on Towards AI. Diffusion Models vs. GANs vs. VAEs: Comparison of Deep Generative Models Deep generative models are applied to diverse domains such as image, audio, video synthesis, and natural language processing. With the rapid development of …
This AI newsletter is all you need #46
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week we were interested to see some of the latest advancements in NLP and LLMs being applied to biology and medicine. OpenAI was …
Deep Learning from Scratch in Modern C++: Gradient Descent
Author(s): Luiz doleron Originally published on Towards AI. Let’s have fun by implementing Gradient Descent in pure C++ and Eigen. In this story, we will cover the fitting of 2D convolution kernels from data by introducing the Gradient Descent algorithm. We will …
Taming AI Hype: A Human Perspective
Author(s): Vincent Carchidi Originally published on Towards AI. Source: Image by Kyle Sung on Unsplash. The Stata Center’s design is bizarre and counter-intuitive, like the argument here. Taming AI Hype: A Human Perspective Artificial Intelligence should widen, not narrow, our understanding …
This AI newsletter is all you need #45
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week witnessed several releases and developments in AI models, continuing the trend of open-source model alternatives. Among these, two popular consumer-facing LLM-based products, …
When AI Speaks: Mastering the Art of Crafting Engaging AI Conversations
Author(s): Cezary Gesikowski Originally published on Towards AI. image by the author via Stable Diffusion 1.5 + Photoshop Beta Like many ambitious writers out there (as I imagine), I am sweating digital rivers while writing ‘the next awesome AI novel’ with a …
Building Activation Functions for Deep Networks
Author(s): Moshe Sipper, Ph.D. Originally published on Towards AI. AI-generated image (craiyon) A basic component of a deep neural network is the activation function (AF) — a non-linear function that shapes the final output of a node (“neuron”) in the network. Common …
Building Activation Functions for Deep Networks
Author(s): Moshe Sipper, Ph.D. Originally published on Towards AI. AI-generated image (craiyon) A basic component of a deep neural network is the activation function (AF) — a non-linear function that shapes the final output of a node (“neuron”) in the network. Common …
Cosine Similarity Classification Algorithm For Churn Prediction
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. Cosine Similarity Because I used ChatGPT, I asked how I should cite it. Here is the citation from it: (If you would like to cite my help in your Medium article, you can include …
This AI newsletter is all you need #44
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week in AI has seen some exciting developments in the world of open-source language models together with further discussion on the legal standing …
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