SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with
Auto-Generated Data

SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data

11 March 2024

Mohit Bansal

Papers citing "SELMA: Learning and Merging Skill-Specific Text-to-Image Experts with Auto-Generated Data"

12 / 12 papers shown

Title
DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging Tianhui Song Weixin Feng Shuai Wang X. Li Tiezheng Ge Bo Zheng Limin Wang MoMe 47 0 0 16 Apr 2025
Scalable Ranked Preference Optimization for Text-to-Image Generation Shyamgopal Karthik Huseyin Coskun Zeynep Akata Sergey Tulyakov J. Ren Anil Kag EGVM 49 4 0 23 Oct 2024
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models Rui Zhao Hangjie Yuan Yujie Wei Shiwei Zhang Yuchao Gu ... Xiang Wang Zhangjie Wu Junhao Zhang Yingya Zhang Mike Zheng Shou DiffM VLM 50 2 0 09 Oct 2024
Self-Play Fine-Tuning of Diffusion Models for Text-to-Image Generation Huizhuo Yuan Zixiang Chen Kaixuan Ji Quanquan Gu 52 24 0 15 Feb 2024
SynthCLIP: Are We Ready for a Fully Synthetic CLIP Training? Hasan Hammoud Hani Itani Fabio Pizzati Philip H. S. Torr Adel Bibi Bernard Ghanem CLIP VLM 107 34 0 02 Feb 2024
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation Yuval Kirstain Adam Polyak Uriel Singer Shahbuland Matiana Joe Penna Omer Levy EGVM 152 345 0 02 May 2023
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images Nitzan Bitton-Guetta Yonatan Bitton Jack Hessel Ludwig Schmidt Yuval Elovici Gabriel Stanovsky Roy Schwartz VLM 113 65 0 13 Mar 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 515 0 02 Jan 2023
Git Re-Basin: Merging Models modulo Permutation Symmetries Samuel K. Ainsworth J. Hayase S. Srinivasa MoMe 239 313 0 11 Sep 2022
DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models Jaemin Cho Abhaysinh Zala Mohit Bansal ViT 127 167 0 08 Feb 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 380 4,010 0 28 Jan 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021