On Mechanistic Knowledge Localization in Text-to-Image Generative Models

On Mechanistic Knowledge Localization in Text-to-Image Generative Models

2 May 2024

Priyatham Kattakinda

Vlad I. Morariu

Varun Manjunatha

Papers citing "On Mechanistic Knowledge Localization in Text-to-Image Generative Models"

12 / 12 papers shown

Title
DuoLoRA : Cycle-consistent and Rank-disentangled Content-Style Personalization Aniket Roy Shubhankar Borse Shreya Kadambi Debasmit Das Shweta Mahajan ... Hyojin Park Ankita Nayak Rama Chellappa Munawar Hayat Fatih Porikli MoMe 52 0 0 15 Apr 2025
Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation Minho Park S. Park Jungsoo Lee Hyojin Park Kyuwoong Hwang Fatih Porikli Jaegul Choo Sungha Choi 39 0 0 28 Mar 2025
Safe and Reliable Diffusion Models via Subspace Projection Huiqiang Chen Tianqing Zhu Linlin Wang Xin Yu Longxiang Gao Wanlei Zhou DiffM 58 2 0 21 Mar 2025
TIDE : Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation Victor Shea-Jay Huang Le Zhuo Yi Xin Zhaokai Wang Peng Gao Hongsheng Li DiffM 48 1 0 10 Mar 2025
Precise Parameter Localization for Textual Generation in Diffusion Models Łukasz Staniszewski Bartosz Cywiński Franziska Boenisch Kamil Deja Adam Dziedzic DiffM 250 0 0 17 Feb 2025
SAeUron: Interpretable Concept Unlearning in Diffusion Models with Sparse Autoencoders Bartosz Cywiński Kamil Deja DiffM 68 6 0 29 Jan 2025
Survey of User Interface Design and Interaction Techniques in Generative AI Applications Reuben Luera Ryan Rossi Alexa F. Siu Franck Dernoncourt Tong Yu ... Hanieh Salehy Jian Zhao Samyadeep Basu Puneet Mathur Nedim Lipka AI4TS 68 1 0 28 Oct 2024
Low-Rank Continual Personalization of Diffusion Models Łukasz Staniszewski Katarzyna Zaleska Kamil Deja DiffM 47 0 0 07 Oct 2024
AccessShare: Co-designing Data Access and Sharing with Blind People Rie Kamikubo Farnaz Zamiri Zeraati Kyungjun Lee Hernisa Kacorri 53 1 0 27 Jul 2024
Graph-based Unsupervised Disentangled Representation Learning via Multimodal Large Language Models Baao Xie Qiuyu Chen Yunnan Wang Zequn Zhang Xin Jin Wenjun Zeng OffRL 43 2 0 26 Jul 2024
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space Core Francisco Park Maya Okawa Andrew Lee Ekdeep Singh Lubana Hidenori Tanaka 64 9 0 27 Jun 2024
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,805 0 24 Feb 2021