Latent diffusion models (LDMs) have become a cornerstone of modern high-fidelity image generation. However, a persistent challenge has limited their…
Image Generation
GANformer: Compositional, Controllable Image Generation with Fewer Training Steps 1342
Traditional generative adversarial networks (GANs) often act as “black boxes”—they produce compelling images but offer little insight into how those…
OOTDiffusion: High-Fidelity, Controllable Virtual Try-On Without Garment Warping 6482
OOTDiffusion represents a significant leap forward in image-based virtual try-on (VTON) technology. Built on the foundation of pretrained latent diffusion…
Show-o: One Unified Transformer for Multimodal Understanding and Generation Across Text, Images, and Videos 1809
In today’s AI landscape, developers and researchers often juggle separate models for vision, language, and video—each with its own architecture,…