Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models

20 November 2023

Papers citing "Concept Sliders: LoRA Adaptors for Precise Control in Diffusion Models"

50 / 51 papers shown

Title
"I Know It When I See It": Mood Spaces for Connecting and Expressing Visual Concepts Huzheng Yang Katherine Xu Michael D. Grossberg Yutong Bai Jianbo Shi 36 0 0 21 Apr 2025
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 50 0 0 15 Apr 2025
Teaching Humans Subtle Differences with DIFFusion Mia Chiquier Orr Avrech Yossi Gandelsman Berthy T. Feng Katherine L. Bouman Carl Vondrick DiffM 51 0 0 10 Apr 2025
Concept Lancet: Image Editing with Compositional Representation Transplant Jinqi Luo Tianjiao Ding Kwan Ho Ryan Chan Hancheng Min Chris Callison-Burch René Vidal DiffM KELM 72 0 0 03 Apr 2025
Semantix: An Energy Guided Sampler for Semantic Style Transfer Huiang He Minghui Hu C. Zheng Chaoyue Wang Tat-Jen Cham DiffM 48 0 0 28 Mar 2025
Interpretable Generative Models through Post-hoc Concept Bottlenecks Akshay Kulkarni Ge Yan Chung-En Sun Tuomas P. Oikarinen Tsui-Wei Weng 45 0 0 25 Mar 2025
HyperLoRA: Parameter-Efficient Adaptive Generation for Portrait Synthesis Mengtian Li Jinshu Chen Wanquan Feng Bingchuan Li Fei Dai Mingcong Liu Qian He 3DH 52 0 0 21 Mar 2025
Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder Wonwoong Cho Yan-Ying Chen M. Klenk David I. Inouye Yanxia Zhang DiffM 168 0 0 15 Mar 2025
Distilling Diversity and Control in Diffusion Models Rohit Gandikota David Bau 55 1 0 13 Mar 2025
Controlling Latent Diffusion Using Latent CLIP Jason Becker Chris Wendler Peter Baylies Robert West Christian Wressnegger DiffM VLM 63 0 0 11 Mar 2025
MGHanD: Multi-modal Guidance for authentic Hand Diffusion Taehyeon Eum Jieun Choi Tae-Kyun Kim 52 0 0 11 Mar 2025
Evaluating and Predicting Distorted Human Body Parts for Generated Images Lu Ma Kaibo Cao Hao Liang Jiaxin Lin Z. Li Yuhong Liu Jihong Zhang Wentao Zhang Bin Cui MedIm 44 0 0 02 Mar 2025
Assessing the use of Diffusion models for motion artifact correction in brain MRI Paolo Angella Vito Paolo Pastore Matteo Santacesaria MedIm DiffM 67 1 0 03 Feb 2025
SliderSpace: Decomposing the Visual Capabilities of Diffusion Models Rohit Gandikota Zongze Wu Richard Zhang David Bau Eli Shechtman Nick Kolkin DiffM 53 1 0 03 Feb 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 46 8 0 23 Jan 2025
SOEDiff: Efficient Distillation for Small Object Editing Yiming Wu Qihe Pan Zhen Zhao Zicheng Wang Sifan Long Ronghua Liang DiffM 68 0 0 03 Jan 2025
Provable Uncertainty Decomposition via Higher-Order Calibration Gustaf Ahdritz Aravind Gollakota Parikshit Gopalan Charlotte Peale Udi Wieder UD UQCV PER 52 1 0 25 Dec 2024
StyleDiT: A Unified Framework for Diverse Child and Partner Faces Synthesis with Style Latent Diffusion Transformer Pin-Yen Chiu Dai-Jie Wu Po-Hsun Chu Chia-Hsuan Hsu Hsiang-Chen Chiu Chih-Yu Wang Jun-Cheng Chen DiffM 89 0 0 14 Dec 2024
LoRA of Change: Learning to Generate LoRA for the Editing Instruction from A Single Before-After Image Pair Xue Song Jiequan Cui Hanwang Zhang Jiaxin Shi Jingjing Chen Chi Zhang Yu-Gang Jiang 94 0 0 28 Nov 2024
Controlling Language and Diffusion Models by Transporting Activations P. Rodríguez Arno Blaas Michal Klein Luca Zappella N. Apostoloff Marco Cuturi Xavier Suau LLMSV 37 4 0 30 Oct 2024
Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders Viacheslav Surkov Chris Wendler Mikhail Terekhov Justin Deschenaux Robert West Çağlar Gülçehre VLM 40 13 0 28 Oct 2024
Conjuring Semantic Similarity Tian Yu Liu Stefano Soatto DiffM 27 0 0 21 Oct 2024
Illustrious: an Open Advanced Illustration Model Sang Hyun Park Jun Young Koh Junha Lee Joy Song Dongha Kim Hoyeon Moon Hyunju Lee Min Song VLM 41 1 0 30 Sep 2024
Prompt Sliders for Fine-Grained Control, Editing and Erasing of Concepts in Diffusion Models Deepak Sridhar Nuno Vasconcelos DiffM 36 0 0 25 Sep 2024
MODULI: Unlocking Preference Generalization via Diffusion Models for Offline Multi-Objective Reinforcement Learning Yifu Yuan Zhenrui Zheng Zibin Dong Jianye Hao OffRL 52 1 0 28 Aug 2024
PreciseControl: Enhancing Text-To-Image Diffusion Models with Fine-Grained Attribute Control Rishubh Parihar VS Sachidanand Sabariswaran Mani Tejan Karmali R. V. Babu DiffM 39 13 0 24 Jul 2024
Emergence of Hidden Capabilities: Exploring Learning Dynamics in Concept Space Core Francisco Park Maya Okawa Andrew Lee Ekdeep Singh Lubana Hidenori Tanaka 62 7 0 27 Jun 2024
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models Alireza Ganjdanesh Reza Shirkavand Shangqian Gao Heng Huang DiffM VLM 56 4 0 17 Jun 2024
Interpreting the Weight Space of Customized Diffusion Models Amil Dravid Yossi Gandelsman Kuan-Chieh Jackson Wang Rameen Abdal Gordon Wetzstein Alexei A. Efros Kfir Aberman 34 9 0 13 Jun 2024
FouRA: Fourier Low Rank Adaptation Shubhankar Borse Shreya Kadambi N. Pandey Kartikeya Bhardwaj Viswanath Ganapathy Sweta Priyadarshi Risheek Garrepalli Rafael Esteves Munawar Hayat Fatih Porikli 42 6 0 13 Jun 2024
PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction Shangyu Chen Zizheng Pan Jianfei Cai Dinh Q. Phung 45 0 0 09 Jun 2024
Understanding the Limitations of Diffusion Concept Algebra Through Food E. Z. Zeng Yuhao Chen A. Wong 37 0 0 05 Jun 2024
Low-Rank Adaption on Transformer-based Oriented Object Detector for Satellite Onboard Processing of Remote Sensing Images Xinyang Pu Feng Xu 32 3 0 04 Jun 2024
Learning Discrete Concepts in Latent Hierarchical Models Lingjing Kong Guan-Hong Chen Erdun Gao Eric P. Xing Yuejie Chi Anton van den Hengel 52 4 0 01 Jun 2024
The Curious Case of End Token: A Zero-Shot Disentangled Image Editing using CLIP Hidir Yesiltepe Yusuf Dalva Pinar Yanardag DiffM 18 1 0 01 Jun 2024
On Fairness of Low-Rank Adaptation of Large Models Zhoujie Ding Ken Ziyu Liu Pura Peetathawatchai Berivan Isik Sanmi Koyejo 48 4 0 27 May 2024
Customizing Text-to-Image Models with a Single Image Pair Maxwell Jones Sheng-Yu Wang Nupur Kumari David Bau Jun-Yan Zhu DiffM 25 19 0 02 May 2024
TexSliders: Diffusion-Based Texture Editing in CLIP Space Julia Guerrero-Viu Milos Hasan Arthur Roullier Midhun Harikumar Yiwei Hu Paul Guerrero Diego F. F. Gutierrez B. Masiá Valentin Deschaintre DiffM 25 13 0 01 May 2024
RHanDS: Refining Malformed Hands for Generated Images with Decoupled Structure and Style Guidance Chengrui Wang Pengfei Liu Min Zhou Ming Zeng Xubin Li Tiezheng Ge Bo Zheng DiffM 55 4 0 22 Apr 2024
Continuous Language Model Interpolation for Dynamic and Controllable Text Generation Sara Kangaslahti David Alvarez-Melis KELM 31 0 0 10 Apr 2024
CLoRA: A Contrastive Approach to Compose Multiple LoRA Models Tuna Han Salih Meral Enis Simsar Federico Tombari Pinar Yanardag MoMe 34 0 0 28 Mar 2024
GANTASTIC: GAN-based Transfer of Interpretable Directions for Disentangled Image Editing in Text-to-Image Diffusion Models Yusuf Dalva Hidir Yesiltepe Pinar Yanardag DiffM 32 2 0 28 Mar 2024
Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions S. A. Baumann Felix Krause Michael Neumayr Nick Stracke Vincent Tao Hu Bjorn Ommer Björn Ommer DiffM LM&Ro 70 11 0 25 Mar 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Zeyu Han Chao Gao Jinyang Liu Jeff Zhang Sai Qian Zhang 150 310 0 21 Mar 2024
Implicit Style-Content Separation using B-LoRA Yarden Frenkel Yael Vinker Ariel Shamir Daniel Cohen-Or MoMe OffRL 53 40 0 21 Mar 2024
Giving a Hand to Diffusion Models: a Two-Stage Approach to Improving Conditional Human Image Generation Anton Pelykh Ozge Mercanoglu Richard Bowden DiffM 33 6 0 15 Mar 2024
Does Combining Parameter-efficient Modules Improve Few-shot Transfer Accuracy? Nader Asadi Mahdi Beitollahi Yasser H. Khalil Yinchuan Li Guojun Zhang Xi Chen MoMe 37 8 0 23 Feb 2024
SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation Zhixuan Liu Peter Schaldenbrand Beverley-Claire Okogwu Wenxuan Peng Youngsik Yun Andrew Hundt Jihie Kim Jean Oh 39 16 0 16 Jan 2024
NoiseCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions in Diffusion Models Yusuf Dalva Pinar Yanardag DiffM 26 18 0 08 Dec 2023
Reinforcement Learning from Diffusion Feedback: Q* for Image Search Aboli Rajan Marathe VLM 41 0 0 27 Nov 2023