Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers

S Koley, AK Bhunia, A Sain… - Proceedings of the …, 2024 - openaccess.thecvf.com
This paper for the first time explores text-to-image diffusion models for Zero-Shot Sketch-
based Image Retrieval (ZS-SBIR). We highlight a pivotal discovery: the capacity of text-to …

It's All About Your Sketch: Democratising Sketch Control in Diffusion Models

S Koley, AK Bhunia, D Sekhri, A Sain… - Proceedings of the …, 2024 - openaccess.thecvf.com
This paper unravels the potential of sketches for diffusion models addressing the deceptive
promise of direct sketch control in generative AI. We importantly democratise the process …

Controllable generation with text-to-image diffusion models: A survey

P Cao, F Zhou, Q Song, L Yang - arxiv preprint arxiv:2403.04279, 2024 - arxiv.org
In the rapidly advancing realm of visual generation, diffusion models have revolutionized the
landscape, marking a significant shift in capabilities with their impressive text-guided …

S2TD-Face: Reconstruct a Detailed 3D Face with Controllable Texture from a Single Sketch

Z Wang, X Zhu, J Yu, T Zhang, Z Lei - Proceedings of the 32nd ACM …, 2024 - dl.acm.org
3D textured face reconstruction from sketches applicable in many scenarios such as
animation, 3D avatars, artistic design, missing people search, etc., is a highly promising but …

A Survey on Personalized Content Synthesis with Diffusion Models

X Zhang, XY Wei, W Zhang, J Wu, Z Zhang… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent advancements in generative models have significantly impacted content creation,
leading to the emergence of Personalized Content Synthesis (PCS). With a small set of user …

PortraitTalk: Towards Customizable One-Shot Audio-to-Talking Face Generation

F Nazarieh, Z Feng, D Kanojia, M Awais… - arxiv preprint arxiv …, 2024 - arxiv.org
Audio-driven talking face generation is a challenging task in digital communication. Despite
significant progress in the area, most existing methods concentrate on audio-lip …