SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation

SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation

16 January 2024

Peter Schaldenbrand

Beverley-Claire Okogwu

Papers citing "SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation"

14 / 14 papers shown

Title
Culture-TRIP: Culturally-Aware Text-to-Image Generation with Iterative Prompt Refinement Suchae Jeong Inseong Choi Youngsik Yun Jihie Kim DiffM 39 2 0 24 Feb 2025
FairSkin: Fair Diffusion for Skin Disease Image Generation Ruichen Zhang Yuguang Yao Zhen Tan Z. Li Pan Wang Huan Liu Jingtong Hu Sijia Liu Tianlong Chen MedIm 23 0 0 29 Oct 2024
Efficient Diffusion Transformer with Step-wise Dynamic Attention Mediators Yifan Pu Zhuofan Xia Jiayi Guo Dongchen Han Qixiu Li ... Ji Li Yizeng Han Shiji Song Gao Huang Xiu Li 58 12 0 11 Aug 2024
Fairness and Bias Mitigation in Computer Vision: A Survey Sepehr Dehdashtian Ruozhen He Yi Li Guha Balakrishnan Nuno Vasconcelos Vicente Ordonez Vishnu Naresh Boddeti 37 4 0 05 Aug 2024
Beyond Aesthetics: Cultural Competence in Text-to-Image Models Nithish Kannen Arif Ahmad Marco Andreetto Vinodkumar Prabhakaran Utsav Prabhu Adji Bousso Dieng Pushpak Bhattacharyya Shachi Dave 53 16 0 09 Jul 2024
Survey of Bias In Text-to-Image Generation: Definition, Evaluation, and Mitigation Yixin Wan Arjun Subramonian Anaelia Ovalle Zongyu Lin Ashima Suvarna Christina Chance Hritik Bansal Rebecca Pattichis Kai-Wei Chang EGVM 45 27 0 01 Apr 2024
Stable Diffusion Exposed: Gender Bias from Prompt to Image Yankun Wu Yuta Nakashima Noa Garcia 28 16 0 05 Dec 2023
Semantic and Expressive Variation in Image Captions Across Languages Andre Ye Sebastin Santy Jena D. Hwang Amy X. Zhang Ranjay Krishna VLM 53 3 0 22 Oct 2023
End-to-End Diffusion Latent Optimization Improves Classifier Guidance Bram Wallace Akash Gokul Stefano Ermon Nikhil Naik 124 70 0 23 Mar 2023
BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models Junnan Li Dongxu Li Silvio Savarese Steven C. H. Hoi VLM MLLM 270 4,244 0 30 Jan 2023
FRIDA: A Collaborative Robot Painter with a Differentiable, Real2Sim2Real Planning Environment Peter Schaldenbrand James McCann Jean Oh 25 27 0 03 Oct 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 392 4,137 0 28 Jan 2022
Visually Grounded Reasoning across Languages and Cultures Fangyu Liu Emanuele Bugliarello E. Ponti Siva Reddy Nigel Collier Desmond Elliott VLM LRM 106 168 0 28 Sep 2021
WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning Krishna Srinivasan K. Raman Jiecao Chen Michael Bendersky Marc Najork VLM 208 310 0 02 Mar 2021