v1v2 (latest)

IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models

2 December 2024

Papers citing "IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models"

50 / 57 papers shown

Title
VMix: Improving Text-to-Image Diffusion Model with Cross-Attention Mixing Control Shaojin Wu Fei Ding Mengqi Huang Wei Liu Qian He DiffM 63 4 0 31 Dec 2024
OmniGen: Unified Image Generation Shitao Xiao Yueze Wang Yueze Wang Huaying Yuan Xingrun Xing Ruiran Yan Shuting Wang Tiejun Huang Zheng Liu DiffM VLM SyDa 159 90 0 17 Sep 2024
Playground v3: Improving Text-to-Image Alignment with Deep-Fusion Large Language Models Bingchen Liu Ehsan Akhgari Alexander Visheratin Aleks Kamko Linmiao Xu Shivam Shrirao Joao Souza Suhail Doshi Daiqing Li Daiqing Li DiffM MLLM 129 65 0 16 Sep 2024
GenzIQA: Generalized Image Quality Assessment using Prompt-Guided Latent Diffusion Models Diptanu De Shankhanil Mitra R. Soundararajan 95 3 0 07 Jun 2024
DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild Honghao Fu Yufei Wang Wenhan Yang Alex C. Kot Bihan Wen 122 3 0 30 May 2024
Diffusion for World Modeling: Visual Details Matter in Atari Eloi Alonso Adam Jelley Vincent Micheli Anssi Kanervisto Amos Storkey Tim Pearce Franccois Fleuret 125 78 0 20 May 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis Patrick Esser Sumith Kulal A. Blattmann Rahim Entezari Jonas Muller ... Zion English Kyle Lacey Alex Goodwin Yannik Marek Robin Rombach DiffM 362 1,578 0 05 Mar 2024
Feature Denoising Diffusion Model for Blind Image Quality Assessment Xudong Li Jingyuan Zheng Runze Hu Yan Zhang Ke Li ... Xiawu Zheng Yutao Liu Shengchuan Zhang Pingyang Dai Rongrong Ji DiffM 92 4 0 22 Jan 2024
Q-Refine: A Perceptual Quality Refiner for AI-Generated Image Chunyi Li Haoning Wu Zicheng Zhang Hongkun Hao Kaiwei Zhang Lei Bai Xiaohong Liu Xiongkuo Min Weisi Lin Guangtao Zhai 91 17 0 02 Jan 2024
StyleCrafter: Enhancing Stylized Text-to-Video Generation with Style Adapter Gongye Liu Menghan Xia Yong Zhang Haoxin Chen Jinbo Xing Xintao Wang Yujiu Yang Ying Shan DiffM VGen 210 0 0 01 Dec 2023
Diffusion Model Alignment Using Direct Preference Optimization Bram Wallace Meihua Dang Rafael Rafailov Linqi Zhou Aaron Lou Senthil Purushwalkam Stefano Ermon Caiming Xiong Shafiq Joty Nikhil Naik EGVM 194 315 0 21 Nov 2023
BeautifulPrompt: Towards Automatic Prompt Engineering for Text-to-Image Synthesis Tingfeng Cao Chengyu Wang Bingyan Liu Ziheng Wu Jinhui Zhu Jun Huang EGVM 59 11 0 12 Nov 2023
ARNIQA: Learning Distortion Manifold for Image Quality Assessment Lorenzo Agnolucci L. Galteri Marco Bertini Marco Bertini 106 51 0 20 Oct 2023
GenEval: An Object-Focused Framework for Evaluating Text-to-Image Alignment Dhruba Ghosh Hanna Hajishirzi Ludwig Schmidt 109 206 0 17 Oct 2023
Emu: Enhancing Image Generation Models Using Photogenic Needles in a Haystack Xiaoliang Dai Ji Hou Chih-Yao Ma Sam S. Tsai Jialiang Wang ... Roshan Sumbaly Vignesh Ramanathan Zijian He Peter Vajda Devi Parikh VLM 161 224 0 27 Sep 2023
IP-Adapter: Text Compatible Image Prompt Adapter for Text-to-Image Diffusion Models Hu Ye Jun Zhang Siyi Liu Xiao Han Wei Yang DiffM 152 815 0 13 Aug 2023
TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment Chaofeng Chen Jiadi Mo Jingwen Hou Haoning Wu Liang Liao Wenxiu Sun Qiong Yan Weisi Lin 133 144 0 06 Aug 2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Dustin Podell Zion English Kyle Lacey A. Blattmann Tim Dockhorn Jonas Muller Joe Penna Robin Rombach 478 2,638 0 04 Jul 2023
Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis Xiaoshi Wu Yiming Hao Keqiang Sun Yixiong Chen Feng Zhu Rui Zhao Hongsheng Li 147 338 0 15 Jun 2023
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 268 428 0 02 May 2023
Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective Weixia Zhang Guangtao Zhai Ying Wei Xiaokang Yang Kede Ma VLM 118 188 0 27 Mar 2023
Erasing Concepts from Diffusion Models Rohit Gandikota Joanna Materzyñska Jaden Fiotto-Kaufman David Bau DiffM 159 326 0 13 Mar 2023
T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models Chong Mou Xintao Wang Liangbin Xie Yanze Wu Shuai Liu Chen Ma Ying Shan Xiaohu Qie DiffM 225 1,080 0 16 Feb 2023
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 462 4,411 1 10 Feb 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 672 4,915 0 30 Jan 2023
LAION-5B: An open large-scale dataset for training next generation image-text models Christoph Schuhmann Romain Beaumont Richard Vencu Cade Gordon Ross Wightman ... Srivatsa Kundurthy Katherine Crowson Ludwig Schmidt R. Kaczmarczyk J. Jitsev VLM MLLM CLIP 240 3,672 0 16 Oct 2022
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation Nataniel Ruiz Yuanzhen Li Varun Jampani Yael Pritch Michael Rubinstein Kfir Aberman 488 2,923 0 25 Aug 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Rinon Gal Yuval Alaluf Yuval Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 206 1,974 0 02 Aug 2022
Exploring CLIP for Assessing the Look and Feel of Images Jianyi Wang Kelvin C. K. Chan Chen Change Loy VLM 180 590 0 25 Jul 2022
A Study on the Evaluation of Generative Models Eyal Betzalel Coby Penso Aviv Navon Ethan Fetaya EGVM 125 52 0 22 Jun 2022
Scaling Autoregressive Models for Content-Rich Text-to-Image Generation Jiahui Yu Yuanzhong Xu Jing Yu Koh Thang Luong Gunjan Baid ... Zarana Parekh Xin Li Han Zhang Jason Baldridge Yonghui Wu EGVM 342 1,138 0 22 Jun 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 780 6,120 0 23 May 2022
MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment Sidi Yang Tianhe Wu Shu Shi Shanshan Lao S. Gong Ming Cao Jiahao Wang Yujiu Yang 157 359 0 19 Apr 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer DiffM 739 16,556 0 20 Dec 2021
No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency S. Golestaneh Saba Dadsetan Kris Kitani ViT 89 271 0 16 Aug 2021
MUSIQ: Multi-scale Image Quality Transformer Junjie Ke Qifei Wang Yilin Wang P. Milanfar Feng Yang 264 725 0 12 Aug 2021
SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations Chenlin Meng Yutong He Yang Song Jiaming Song Jiajun Wu Jun-Yan Zhu Stefano Ermon DiffM 231 1,560 0 02 Aug 2021
Hacking VMAF and VMAF NEG: vulnerability to different preprocessing methods Maksim Siniukov Anastasia Antsiferova D. Kulikov D. Vatolin 61 14 0 09 Jul 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 945 11,100 0 17 Jun 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 684 8,041 0 11 May 2021
RoFormer: Enhanced Transformer with Rotary Position Embedding Jianlin Su Yu Lu Shengfeng Pan Ahmed Murtadha Bo Wen Yunfeng Liu 415 2,720 0 20 Apr 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning Jack Hessel Ari Holtzman Maxwell Forbes Ronan Le Bras Yejin Choi CLIP 344 1,662 0 18 Apr 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 444 5,033 0 24 Feb 2021
PIPAL: a Large-Scale Image Quality Assessment Dataset for Perceptual Image Restoration Jinjin Gu Haoming Cai Haoyu Chen Xiaoxing Ye Jimmy S. J. Ren Chao Dong 98 207 0 23 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 1.3K 18,618 0 19 Jun 2020
Image Quality Assessment: Unifying Structure and Texture Similarity Keyan Ding Kede Ma Shiqi Wang Eero P. Simoncelli 135 821 0 16 Apr 2020
From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality Zhenqiang Ying Haoran Niu Praful Gupta D. Mahajan Deepti Ghadiyaram A. Bovik 126 318 0 20 Dec 2019
KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment Vlad Hosu Hanhe Lin T. Szirányi Dietmar Saupe 178 588 0 14 Oct 2019
Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network Weixia Zhang Kede Ma Jia Yan Dexiang Deng Zhou Wang 112 696 0 05 Jul 2019
PieAPP: Perceptual Image-Error Assessment through Pairwise Preference Ekta Prashnani H. Cai Yasamin Mostofi P. Sen SSL 108 278 0 06 Jun 2018