Adobe Media and Data Science Research (MDSR) Laboratory
Adobe Media and Data Science Research (MDSR) Laboratory
Impact
Research
Careers
ZIPP: Zero-shot Image Personalization from Personas
Text-to-image diffusion models are increasingly deployed in creative contexts, yet remain impersonal — optimized for aggregate …
S I Harini
,
Somesh Singh
,
Yaman Kumar Singla
,
David Doermann
,
Rajiv Ratn Shah
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BrandFusion: Aligning Image Generation with Brand Styles
While recent text-to-image models excel at generating realistic content, they struggle to capture the nuanced visual characteristics …
Parul
,
Varun Khurana
,
Yaman Kumar Singla
,
Balaji Krishnamurthy
,
Abhinav Dhall
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SPRO: Improving Image Generation via Self-Play
Recent advances in diffusion models have dramatically improved image fidelity and diversity. However, aligning these models with …
Ritika Jha
,
Aanisha Bhattacharyya
,
Yaman Kumar Singla
,
Rajiv Ratn Shah
,
Changyou Chen
,
Balaji Krishnamurthy
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ReEdit: Multimodal Exemplar-Based Image Editing using Diffusion Models
Modern Text-to-Image (T2I) Diffusion models have revolutionized image editing by enabling the generation of high-quality photorealistic …
Ashutosh Srivastava
,
Tarun Ram Menta
,
Abhinava Java
,
Avadhoot Jadhav
,
Silky Singh
,
Surgan Jandial
,
Balaji Krishnamurthy
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