November, 2024

DM Television

November, 2024

How Pose, Depth, and Surface-Normal Impact HyperHuman’s Image Quality
:::info Authors: (1) Xian Liu, Snap Inc., CUHK with Work done during an internship at Snap Inc.; (2) Jian Ren, Snap Inc. with Corresponding author: [email protected]; (3) Aliaksandr Siarohin, Snap Inc...

In-Depth Analysis of Human Image Generation Models
:::info Authors: (1) Xian Liu, Snap Inc., CUHK with Work done during an internship at Snap Inc.; (2) Jian Ren, Snap Inc. with Corresponding author: [email protected]; (3) Aliaksandr Siarohin, Snap Inc...

How HyperHuman Pushes the Boundaries of Realistic Human Image Generation
:::info Authors: (1) Xian Liu, Snap Inc., CUHK with Work done during an internship at Snap Inc.; (2) Jian Ren, Snap Inc. with Corresponding author: [email protected]; (3) Aliaksandr Siarohin, Snap Inc...

HyperHuman Ablation Study: Optimal Expert Branch Design for Improved Image Generation
:::info Authors: (1) Xian Liu, Snap Inc., CUHK with Work done during an internship at Snap Inc.; (2) Jian Ren, Snap Inc. with Corresponding author: [email protected]; (3) Aliaksandr Siarohin, Snap Inc...

HyperHuman Sets New Benchmark for Realism and Pose Accuracy in Human Image Generation
:::info Authors: (1) Xian Liu, Snap Inc., CUHK with Work done during an internship at Snap Inc.; (2) Jian Ren, Snap Inc. with Corresponding author: [email protected]; (3) Aliaksandr Siarohin, Snap Inc...

HyperHuman Outperforms ControlNet, SDXL, and Others in Groundbreaking Image Generation Tests
:::info Authors: (1) Xian Liu, Snap Inc., CUHK with Work done during an internship at Snap Inc.; (2) Jian Ren, Snap Inc. with Corresponding author: [email protected]; (3) Aliaksandr Siarohin, Snap Inc...

HumanVerse: A Richly Annotated Dataset for Realistic, Controllable Human Image Synthesis
:::info Authors: (1) Xian Liu, Snap Inc., CUHK with Work done during an internship at Snap Inc.; (2) Jian Ren, Snap Inc. with Corresponding author: [email protected]; (3) Aliaksandr Siarohin, Snap Inc...

How HyperHuman Solves Structural Challenges with a Latent Diffusion Model
:::info Authors: (1) Xian Liu, Snap Inc., CUHK with Work done during an internship at Snap Inc.; (2) Jian Ren, Snap Inc. with Corresponding author: [email protected]; (3) Aliaksandr Siarohin, Snap Inc...

A Unified Approach to In-The-Wild Realistic Human Image Generation
:::info Authors: (1) Xian Liu, Snap Inc., CUHK with Work done during an internship at Snap Inc.; (2) Jian Ren, Snap Inc. with Corresponding author: [email protected]; (3) Aliaksandr Siarohin, Snap Inc...

Datasets, Diffusion, and Realism: The Evolution of Human Image Generation
:::info Authors: (1) Xian Liu, Snap Inc., CUHK with Work done during an internship at Snap Inc.; (2) Jian Ren, Snap Inc. with Corresponding author: [email protected]; (3) Aliaksandr Siarohin, Snap Inc...