Text-to-Image Generation

Kuaishou Tech

Jul 11, 2024 · Artificial Intelligence

Kuaishou Open-Sources Kolors: A High-Performance Text-to-Image Model Rivaling Midjourney v6

Kuaishou has officially open-sourced Kolors, a state-of-the-art text-to-image diffusion model that leverages ChatGLM3 for advanced bilingual text understanding and employs a two-stage training strategy to achieve photographic image quality rivaling leading proprietary systems.

Text-to-Image Generationcomputer visiondiffusion models

0 likes · 8 min read

Kuaishou Open-Sources Kolors: A High-Performance Text-to-Image Model Rivaling Midjourney v6

DaTaobao Tech

Jun 5, 2024 · Artificial Intelligence

Automated Quality Assessment for AIGC Image Generation: Recent Research Advances

The article reviews recent automated quality assessment advances for AIGC image generation, including an aesthetic scoring framework with the APDD dataset and AANSPS network, a human‑preference benchmark (HPD v2 and HPS v2) that outperforms IS/FID, and the Pick‑Score model trained on user‑driven Pick‑a‑Pic data, all enabling faster, unbiased evaluation, cost savings, and more effective model iteration, with ongoing work in home‑improvement AI.

AIGCAesthetic EvaluationHuman Preference

0 likes · 15 min read

Automated Quality Assessment for AIGC Image Generation: Recent Research Advances