Tencent Advertising Multimedia AI: Systems, Technologies, and Business Applications

The article presents Tencent Advertising's comprehensive multimedia AI platform—including content understanding, intelligent creation, automated review, fingerprinting, and a large multimodal model—detailing their architectures, key techniques, and the significant performance and efficiency gains achieved across the ad ecosystem.

Large Multimodal Modelad generationadvertising AI

0 likes · 18 min read

Tencent Advertising Multimedia AI: Systems, Technologies, and Business Applications

DataFunSummit

Jul 25, 2022 · Artificial Intelligence

Intelligent Creative System at Hello: Business Background, Architecture, Implementation, and Reflections

This article presents Hello's Intelligent Creative project, detailing its business motivations, system architecture, algorithmic choices such as seq2seq, VAE, GAN, and pre‑trained models, the implementation of material libraries, tagging, recall strategies, a creative racing model, performance gains, and future challenges.

AICTR predictionad generation

0 likes · 16 min read

Intelligent Creative System at Hello: Business Background, Architecture, Implementation, and Reflections

58UXD

Jul 12, 2019 · Artificial Intelligence

How AI‑Powered Creative Stitching Supercharges Ad Production

This article outlines how an AI‑driven intelligent creative system decomposes ad elements, automates template stitching, and dramatically increases both the quality and volume of advertising creatives, delivering higher click‑through rates while freeing designers from repetitive work.

AIad generationcreative automation

0 likes · 8 min read

How AI‑Powered Creative Stitching Supercharges Ad Production