Diffusion Models Beat GANs on Image Synthesis

11 May 2021

Papers citing "Diffusion Models Beat GANs on Image Synthesis"

50 / 4,845 papers shown

Title
Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration Junyuan Deng Xinyi Wu Yongxing Yang Congchao Zhu Song Wang Zhenyao Wu 36 0 0 21 Apr 2025
Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images Jonathan Brokman Amit Giloni Omer Hofman Roman Vainshtein Hisashi Kojima Guy Gilboa 25 1 0 21 Apr 2025
SUDO: Enhancing Text-to-Image Diffusion Models with Self-Supervised Direct Preference Optimization Liang Peng Boxi Wu Haoran Cheng Yibo Zhao Xiaofei He 29 0 0 20 Apr 2025
Towards Explainable Fake Image Detection with Multi-Modal Large Language Models Yikun Ji Y. Hong Jiahui Zhan H. Chen Jun Lan Huijia Zhu Weiqiang Wang L. Zhang Jianfu Zhang MLLM LRM 46 0 0 19 Apr 2025
PRISM: A Unified Framework for Photorealistic Reconstruction and Intrinsic Scene Modeling Alara Dirik Tuanfeng Y. Wang Duygu Ceylan Stefanos Zafeiriou Anna Frühstück DiffM 40 0 0 19 Apr 2025
Towards NSFW-Free Text-to-Image Generation via Safety-Constraint Direct Preference Optimization Shouwei Ruan Zhenyu Wu Yao Huang Ruochen Zhang Yitong Sun Caixin Kang Xingxing Wei EGVM 35 0 0 19 Apr 2025
From Missing Pieces to Masterpieces: Image Completion with Context-Adaptive Diffusion Pourya Shamsolmoali Masoumeh Zareapoor Huiyu Zhou Michael Felsberg Dacheng Tao X. Li DiffM 32 0 0 19 Apr 2025
MLEP: Multi-granularity Local Entropy Patterns for Universal AI-generated Image Detection Lin Yuan X. Li Yan Zhang J. Zhang Hongbo Li Xinbo Gao 27 0 0 18 Apr 2025
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning Tao He Lizi Liao Ming Liu Bing Qin 27 0 0 18 Apr 2025
Fashion-RAG: Multimodal Fashion Image Editing via Retrieval-Augmented Generation Fulvio Sanguigni Davide Morelli Marcella Cornia Rita Cucchiara DiffM 28 0 0 18 Apr 2025
ESPLoRA: Enhanced Spatial Precision with Low-Rank Adaption in Text-to-Image Diffusion Models for High-Definition Synthesis Andrea Rigo Luca Stornaiuolo Mauro Martino Bruno Lepri N. Sebe 46 0 0 18 Apr 2025
Entropic Time Schedulers for Generative Diffusion Models Dejan Stancevic Luca Ambrogioni DiffM OOD 38 0 0 18 Apr 2025
Image Editing with Diffusion Models: A Survey Jia Wang Jie Hu Xiaoqi Ma Hanghang Ma Xiaoming Wei Enhua Wu 66 0 0 17 Apr 2025
ICAS: IP Adapter and ControlNet-based Attention Structure for Multi-Subject Style Transfer Optimization Fuwei Liu DiffM 36 0 0 17 Apr 2025
TTRD3: Texture Transfer Residual Denoising Dual Diffusion Model for Remote Sensing Image Super-Resolution Yide Liu Haijiang Sun Xiaowen Zhang Qiaoyuan Liu Zhouchang Chen Chongzhuo Xiao DiffM 37 0 0 17 Apr 2025
UniPhys: Unified Planner and Controller with Diffusion for Flexible Physics-Based Character Control Y. Wu Korrawe Karunratanakul Zhengyi Luo Siyu Tang DiffM VGen AI4CE 41 0 0 17 Apr 2025
SemDiff: Generating Natural Unrestricted Adversarial Examples via Semantic Attributes Optimization in Diffusion Models Zeyu Dai Shengcai Liu Rui He Jiahao Wu Ning Lu Wenqi Fan Qing Li Ke Tang DiffM AAML 38 0 0 16 Apr 2025
A Diffusion-Based Framework for Terrain-Aware Remote Sensing Image Reconstruction Zhenyu Yu Mohd Yamani Inda Idris Pei Wang DiffM 37 0 0 16 Apr 2025
Generalized Visual Relation Detection with Diffusion Models Kaifeng Gao Siqi Chen Hanwang Zhang Jun Xiao Yueting Zhuang Qianru Sun 30 0 0 16 Apr 2025
Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery Amplification Approach Lvpan Cai Haowei Wang Jiayi Ji YanShu ZhouMen Yiwei Ma Xiaoshuai Sun Liujuan Cao Rongrong Ji ViT 32 0 0 16 Apr 2025
ACE: Attentional Concept Erasure in Diffusion Models Finn Carter DiffM 52 0 0 16 Apr 2025
SimpleAR: Pushing the Frontier of Autoregressive Visual Generation through Pretraining, SFT, and RL Junke Wang Zhi Tian X. Wang Xinyu Zhang Weilin Huang Zuxuan Wu Yu Jiang VGen 43 3 0 15 Apr 2025
Prototype-Guided Diffusion for Digital Pathology: Achieving Foundation Model Performance with Minimal Clinical Data Ekaterina Redekop Mara Pleasure Vedrana Ivezić Zichen Wang Kimberly Flores Anthony Sisk W. Speier C. Arnold MedIm 33 0 0 15 Apr 2025
ProtFlow: Fast Protein Sequence Design via Flow Matching on Compressed Protein Language Model Embeddings Zitai Kong Yiheng Zhu Yinlong Xu Hanjing Zhou Mingzhe Yin Jialu Wu Hongxia Xu Chang-Yu Hsieh Tingjun Hou J. Wu 29 0 0 15 Apr 2025
SAR-to-RGB Translation with Latent Diffusion for Earth Observation Kaan Aydin Joelle Hanna Damian Borth DiffM 39 0 0 15 Apr 2025
WaterFlow: Learning Fast & Robust Watermarks using Stable Diffusion Vinay Shukla Prachee Sharma Ryan A. Rossi Sungchul Kim Tong Yu Aditya Grover WIGM 35 0 0 15 Apr 2025
Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception Ziqi Pang Xin Xu Yu-Xiong Wang DiffM 60 0 0 15 Apr 2025
Defending Against Frequency-Based Attacks with Diffusion Models Fatemeh Amerehi Patrick Healy AAML 23 0 0 15 Apr 2025
Generalized Audio Deepfake Detection Using Frame-level Latent Information Entropy Botao Zhao Zuheng Kang Yayun He Xiaoyang Qu Junqing Peng Jing Xiao Jianzong Wang 21 0 0 15 Apr 2025
Autoregressive Distillation of Diffusion Transformers Yeongmin Kim Sotiris Anagnostidis Yuming Du Edgar Schönfeld Jonas Kohler Markos Georgopoulos Albert Pumarola Ali K. Thabet A. Sanakoyeu 26 0 0 15 Apr 2025
Efficient Generative Model Training via Embedded Representation Warmup Deyuan Liu Peng Sun Xufeng Li Tao Lin 19 0 0 14 Apr 2025
REPA-E: Unlocking VAE for End-to-End Tuning with Latent Diffusion Transformers Xingjian Leng Jaskirat Singh Yunzhong Hou Zhenchang Xing Saining Xie Liang Zheng 34 0 0 14 Apr 2025
Efficient Task-specific Conditional Diffusion Policies: Shortcut Model Acceleration and SO(3) Optimization Haiyong Yu Yanqiong Jin Yonghao He Wei Sui 27 0 0 14 Apr 2025
Omni-Dish: Photorealistic and Faithful Image Generation and Editing for Arbitrary Chinese Dishes Huijie Liu Bingcan Wang Jie Hu Xiaoming Wei Guoliang Kang 61 0 0 14 Apr 2025
InstructEngine: Instruction-driven Text-to-Image Alignment Xingyu Lu Y. Hu Y. Zhang Kaiyu Jiang Changyi Liu ... Bin Wen C. Yuan Fan Yang Tingting Gao Di Zhang 34 0 0 14 Apr 2025
Separate to Collaborate: Dual-Stream Diffusion Model for Coordinated Piano Hand Motion Synthesis Zihao Liu Mingwen Ou Zunnan Xu Jiaqi Huang Haonan Han Ronghui Li X. Li DiffM 28 0 0 14 Apr 2025
SpinMeRound: Consistent Multi-View Identity Generation Using Diffusion Models Stathis Galanakis Alexandros Lattas Stylianos Moschoglou Bernhard Kainz S. Zafeiriou DiffM 33 0 0 14 Apr 2025
Prior Does Matter: Visual Navigation via Denoising Diffusion Bridge Models Hao Ren Yiming Zeng Zetong Bi Zhaoliang Wan Junlong Huang Hui Cheng 84 1 0 14 Apr 2025
D $^2$ iT: Dynamic Diffusion Transformer for Accurate Image Generation Weinan Jia Mengqi Huang Nan Chen Lei Zhang Zhendong Mao 21 0 0 13 Apr 2025
Scalable Motion In-betweening via Diffusion and Physics-Based Character Adaptation Jia Qin DiffM VGen 36 0 0 13 Apr 2025
SD-ReID: View-aware Stable Diffusion for Aerial-Ground Person Re-Identification Xiang Hu Pingping Zhang Yuhao Wang Bin Yan Huchuan Lu 23 0 0 13 Apr 2025
CamMimic: Zero-Shot Image To Camera Motion Personalized Video Generation Using Diffusion Models P. Guhan D. Kothandaraman Tsung-Wei Huang Guan-Ming Su Dinesh Manocha DiffM VGen 34 0 0 13 Apr 2025
Structure-Accurate Medical Image Translation based on Dynamic Frequency Balance and Knowledge Guidance Jiahua Xu Dawei Zhou Lei Hu Zaiyi Liu N. Wang Xinbo Gao MedIm 27 0 0 13 Apr 2025
Early-Bird Diffusion: Investigating and Leveraging Timestep-Aware Early-Bird Tickets in Diffusion Models for Efficient Training Lexington Whalen Zhenbang Du Haoran You Chaojian Li Sixu Li Yingyan 33 0 0 13 Apr 2025
From Visual Explanations to Counterfactual Explanations with Latent Diffusion Tung Luu Nam Le Duc Le Bac Le DiffM AAML FAtt 44 0 0 12 Apr 2025
Geometric Consistency Refinement for Single Image Novel View Synthesis via Test-Time Adaptation of Diffusion Models Josef Bengtson David Nilsson Fredrik Kahl DiffM 37 0 0 11 Apr 2025
Discriminator-Free Direct Preference Optimization for Video Diffusion Haoran Cheng Qide Dong Liang Peng Zhizhou Sha Weiguo Feng Jinghui Xie Zhao Song Shilei Wen Xiaofei He Boxi Wu VGen 78 0 0 11 Apr 2025
Single View Garment Reconstruction Using Diffusion Mapping Via Pattern Coordinates Ren Li Cong Cao Corentin Dumery Yingxuan You Hao Li Pascal Fua DiffM 3DH 33 0 0 11 Apr 2025
On the Design of Diffusion-based Neural Speech Codecs Pietro Foti Andreas Brendel DiffM 34 0 0 11 Apr 2025
Diffusion Models for Robotic Manipulation: A Survey Rosa Wolf Yitian Shi Sheng Liu Rania Rayyes 51 1 0 11 Apr 2025