Next upDPTV HighlightsEpisode 1 · From SF Tech Week to TechCrunch DisruptTue, Oct 27 · 10:00 AM PDT

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Next upDPTV HighlightsEpisode 1 · From SF Tech Week to TechCrunch DisruptTue, Oct 27 · 10:00 AM PDT

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Practical articles, technical explainers and digests on AI and data. Explore engineering decisions, real use cases and lessons from building solutions.

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Digest
Data Phoenix Digest - ISSUE 4.2023
Video recording of our webinar about deploying ML models, guide to the YOLO family, discover the 4 magical methods to detect AI-generated text,…
Dmytro Spodarets · Feb 14, 2023
Article
A Guide to the YOLO Family of Computer Vision Models
YOLO (You Only Look Once) is an advanced algorithm that can detect and recognize various objects in a picture in real-time, faster and more…
Dmytro Spodarets · Feb 12, 2023
Article
Why Privacy is a Thing of the Past in the AI-Powered Classroom
Artificial intelligence (AI) has the potential to revolutionize higher education, offering personalized learning experiences and increasing…
Dr. Raul Villamarin Rodriguez · Feb 7, 2023
Digest
Data Phoenix Digest - ISSUE 3.2023
Video recording of our webinar about synthetic data and how they help to enable responsible innovation by Shalini Kurapati, let's build GPT, best…
Dmytro Spodarets · Feb 2, 2023
Papers
GLIGEN: Open-Set Grounded Text-to-Image Generation
GLIGEN (Grounded-Language-to-Image Generation) is a novel approach that builds upon and extends the functionality of existing pre-trained…
Dmytro Spodarets · Feb 1, 2023
Papers
StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis
StyleGAN-T addresses the specific requirements of large-scale text-to-image synthesis to significantly improve over previous GANs and outperform…
Dmytro Spodarets · Jan 30, 2023
Papers
HyperReel: High-Fidelity 6-DoF Video with Ray-Conditioned Sampling
HyperReel is a novel 6-DoF video representation that is unique compared to other approaches in that it both accelerates volume rendering and improves…
Dmytro Spodarets · Jan 27, 2023
Digest
Data Phoenix Digest - ISSUE 2.2023
Video recording of our webinar about dstack and reproducible ML workflows, AVL binary tree operations, Ultralytics YOLOv8, training XGBoost,…
Dmytro Spodarets · Jan 26, 2023
Article
AVL Binary Tree Operations
In this article, the author described AVL trees and operations you can perform on them, such as inserting a node in different variants (for example,…
Dr. Basant Agarwal · Jan 24, 2023
Papers
RoDynRF: Robust Dynamic Radiance Fields
In this work, the authors address the robustness issue of dynamic radiance field reconstruction methods by jointly estimating the static and dynamic…
Dmytro Spodarets · Jan 20, 2023
Papers
AgileAvatar: Stylized 3D Avatar Creation via Cascaded Domain Bridging
AgileAvatar is a novel self-supervised learning framework to create high-quality stylized 3D avatars with a mix of continuous and discrete…
Dmytro Spodarets · Jan 17, 2023
Papers
Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution
Box2Mask is a novel single-shot instance segmentation approach, which integrates the classical level-set evolution model into deep neural network…
Dmytro Spodarets · Jan 15, 2023